{"id":61949,"date":"2026-01-18T22:05:56","date_gmt":"2026-01-18T14:05:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/61949.html"},"modified":"2026-01-18T22:05:56","modified_gmt":"2026-01-18T14:05:56","slug":"%e6%97%a0%e7%ba%bf%e7%bd%91%e7%bb%9c%e4%bb%bf%e7%9c%9f%ef%bc%9a%e8%93%9d%e7%89%99%e7%bd%91%e7%bb%9c%e4%bb%bf%e7%9c%9f_%ef%bc%885%ef%bc%89-%e8%93%9d%e7%89%99%e7%bd%91%e7%bb%9c%e4%bb%bf%e7%9c%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/61949.html","title":{"rendered":"\u65e0\u7ebf\u7f51\u7edc\u4eff\u771f\uff1a\u84dd\u7259\u7f51\u7edc\u4eff\u771f_\uff085\uff09.\u84dd\u7259\u7f51\u7edc\u4eff\u771f\u53c2\u6570\u8bbe\u7f6e"},"content":{"rendered":"<h3>\u84dd\u7259\u7f51\u7edc\u4eff\u771f\u53c2\u6570\u8bbe\u7f6e<\/h3>\n<p>\u5728\u65e0\u7ebf\u7f51\u7edc\u4eff\u771f\u4e2d&#xff0c;\u84dd\u7259\u7f51\u7edc\u4eff\u771f\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u7ec4\u6210\u90e8\u5206&#xff0c;\u7279\u522b\u662f\u5728\u6d89\u53ca\u77ed\u8ddd\u79bb\u65e0\u7ebf\u901a\u4fe1\u7684\u573a\u666f\u4e2d\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u8bbe\u7f6e\u84dd\u7259\u7f51\u7edc\u4eff\u771f\u7684\u53c2\u6570&#xff0c;\u4ee5\u786e\u4fdd\u4eff\u771f\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u6211\u4eec\u5c06\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u8fdb\u884c\u63a2\u8ba8&#xff1a;<\/p>\n<h4>1. \u84dd\u7259\u8bbe\u5907\u53c2\u6570\u8bbe\u7f6e<\/h4>\n<h5>1.1 \u8bbe\u5907\u7c7b\u578b<\/h5>\n<p>\u84dd\u7259\u7f51\u7edc\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u5907\u7c7b\u578b\u662f\u4e00\u4e2a\u5173\u952e\u53c2\u6570\u3002\u84dd\u7259\u8bbe\u5907\u53ef\u4ee5\u5206\u4e3a\u591a\u79cd\u7c7b\u578b&#xff0c;\u5982\u84dd\u7259\u4f4e\u529f\u8017&#xff08;BLE&#xff09;\u8bbe\u5907\u3001\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u7b49\u3002\u4e0d\u540c\u7684\u8bbe\u5907\u7c7b\u578b\u6709\u4e0d\u540c\u7684\u7279\u6027&#xff0c;\u56e0\u6b64\u5728\u4eff\u771f\u65f6\u9700\u8981\u6b63\u786e\u8bbe\u7f6e\u8bbe\u5907\u7c7b\u578b\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7c7b\u578b<\/span><br \/>\n<span class=\"token keyword\">from<\/span> bluetooth_simulator <span class=\"token keyword\">import<\/span> BluetoothDevice<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u7ecf\u5178\u84dd\u7259\u8bbe\u5907<\/span><br \/>\nclassic_device <span class=\"token operator\">&#061;<\/span> BluetoothDevice<span class=\"token punctuation\">(<\/span>device_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;classic&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907<\/span><br \/>\nble_device <span class=\"token operator\">&#061;<\/span> BluetoothDevice<span class=\"token punctuation\">(<\/span>device_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;ble&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>1.2 \u8bbe\u5907\u5730\u5740<\/h5>\n<p>\u6bcf\u4e2a\u84dd\u7259\u8bbe\u5907\u90fd\u6709\u4e00\u4e2a\u552f\u4e00\u7684\u8bbe\u5907\u5730\u5740&#xff08;BD_ADDR&#xff09;&#xff0c;\u901a\u5e38\u8868\u793a\u4e3a48\u4f4d\u7684MAC\u5730\u5740\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u7f6e\u6b63\u786e\u7684\u8bbe\u5907\u5730\u5740\u53ef\u4ee5\u786e\u4fdd\u8bbe\u5907\u4e4b\u95f4\u7684\u8bc6\u522b\u548c\u901a\u4fe1\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u5730\u5740<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_address<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;00:1A:7D:DA:71:13&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_address<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;C4:BE:84:4E:5A:5B&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>1.3 \u8bbe\u5907\u540d\u79f0<\/h5>\n<p>\u8bbe\u5907\u540d\u79f0\u7528\u4e8e\u6807\u8bc6\u8bbe\u5907&#xff0c;\u901a\u5e38\u5728\u7528\u6237\u754c\u9762\u4e2d\u663e\u793a\u3002\u8bbe\u7f6e\u8bbe\u5907\u540d\u79f0\u53ef\u4ee5\u63d0\u9ad8\u4eff\u771f\u7684\u53ef\u8bfb\u6027\u548c\u7528\u6237\u53cb\u597d\u6027\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u540d\u79f0<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_name<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Classic Device 1&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_name<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;BLE Device 2&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>2. \u901a\u4fe1\u53c2\u6570\u8bbe\u7f6e<\/h4>\n<h5>2.1 \u901a\u4fe1\u8303\u56f4<\/h5>\n<p>\u84dd\u7259\u8bbe\u5907\u7684\u901a\u4fe1\u8303\u56f4\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u53c2\u6570&#xff0c;\u5b83\u51b3\u5b9a\u4e86\u8bbe\u5907\u4e4b\u95f4\u53ef\u4ee5\u6709\u6548\u901a\u4fe1\u7684\u8ddd\u79bb\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u901a\u4fe1\u8303\u56f4\u6765\u6a21\u62df\u4e0d\u540c\u7684\u5b9e\u9645\u573a\u666f\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u901a\u4fe1\u8303\u56f4<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_communication_range<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u7c73<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_communication_range<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u7c73<\/span><\/p>\n<h5>2.2 \u901a\u4fe1\u901f\u7387<\/h5>\n<p>\u84dd\u7259\u8bbe\u5907\u7684\u901a\u4fe1\u901f\u7387\u51b3\u5b9a\u4e86\u6570\u636e\u4f20\u8f93\u7684\u901f\u5ea6\u3002\u4e0d\u540c\u7684\u8bbe\u5907\u7c7b\u578b\u548c\u914d\u7f6e\u53ef\u80fd\u6709\u4e0d\u540c\u7684\u901a\u4fe1\u901f\u7387\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u7f6e\u6b63\u786e\u7684\u901a\u4fe1\u901f\u7387\u53ef\u4ee5\u786e\u4fdd\u4eff\u771f\u7ed3\u679c\u7684\u771f\u5b9e\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u901a\u4fe1\u901f\u7387<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_communication_rate<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;Mbps<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_communication_rate<span class=\"token punctuation\">(<\/span><span class=\"token number\">0.25<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;Mbps<\/span><\/p>\n<h5>2.3 \u901a\u4fe1\u4fe1\u9053<\/h5>\n<p>\u84dd\u7259\u8bbe\u5907\u4f7f\u7528\u4e0d\u540c\u7684\u4fe1\u9053\u8fdb\u884c\u901a\u4fe1\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u7f6e\u6b63\u786e\u7684\u901a\u4fe1\u4fe1\u9053\u53ef\u4ee5\u786e\u4fdd\u8bbe\u5907\u4e4b\u95f4\u7684\u901a\u4fe1\u4e0d\u4f1a\u53d7\u5230\u5e72\u6270\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u901a\u4fe1\u4fe1\u9053<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_communication_channel<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_communication_channel<span class=\"token punctuation\">(<\/span><span class=\"token number\">37<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>3. \u4fe1\u53f7\u53c2\u6570\u8bbe\u7f6e<\/h4>\n<h5>3.1 \u4fe1\u53f7\u5f3a\u5ea6<\/h5>\n<p>\u4fe1\u53f7\u5f3a\u5ea6&#xff08;RSSI&#xff09;\u662f\u8861\u91cf\u84dd\u7259\u8bbe\u5907\u4e4b\u95f4\u901a\u4fe1\u8d28\u91cf\u7684\u91cd\u8981\u6307\u6807\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u4fe1\u53f7\u5f3a\u5ea6\u6765\u6a21\u62df\u4e0d\u540c\u7684\u901a\u4fe1\u73af\u5883\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u4fe1\u53f7\u5f3a\u5ea6<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">60<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">70<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><\/p>\n<h5>3.2 \u4fe1\u53f7\u5e72\u6270<\/h5>\n<p>\u5728\u5b9e\u9645\u73af\u5883\u4e2d&#xff0c;\u84dd\u7259\u8bbe\u5907\u53ef\u80fd\u4f1a\u53d7\u5230\u5176\u4ed6\u65e0\u7ebf\u8bbe\u5907\u7684\u5e72\u6270\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u4fe1\u53f7\u5e72\u6270\u6765\u6a21\u62df\u8fd9\u79cd\u573a\u666f\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u4fe1\u53f7\u5e72\u6270<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_interference<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">80<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_interference<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">90<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><\/p>\n<h5>3.3 \u4fe1\u53f7\u8870\u51cf<\/h5>\n<p>\u4fe1\u53f7\u8870\u51cf\u662f\u4fe1\u53f7\u5728\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u5f3a\u5ea6\u51cf\u5f31\u7684\u73b0\u8c61\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u4fe1\u53f7\u8870\u51cf\u6a21\u578b\u6765\u6a21\u62df\u4e0d\u540c\u73af\u5883\u4e0b\u7684\u4fe1\u53f7\u8870\u51cf\u60c5\u51b5\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u4fe1\u53f7\u8870\u51cf\u6a21\u578b<\/span><br \/>\n<span class=\"token keyword\">from<\/span> bluetooth_simulator <span class=\"token keyword\">import<\/span> SignalAttenuationModel<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u81ea\u7531\u7a7a\u95f4\u8870\u51cf\u6a21\u578b<\/span><br \/>\nfree_space_model <span class=\"token operator\">&#061;<\/span> SignalAttenuationModel<span class=\"token punctuation\">(<\/span>model_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;free_space&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u5bf9\u6570\u8ddd\u79bb\u8870\u51cf\u6a21\u578b<\/span><br \/>\nlog_distance_model <span class=\"token operator\">&#061;<\/span> SignalAttenuationModel<span class=\"token punctuation\">(<\/span>model_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;log_distance&#034;<\/span><span class=\"token punctuation\">,<\/span> path_loss_exponent<span class=\"token operator\">&#061;<\/span><span class=\"token number\">2.0<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u8bbe\u7f6e\u8bbe\u5907\u7684\u4fe1\u53f7\u8870\u51cf\u6a21\u578b<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_signal_attenuation_model<span class=\"token punctuation\">(<\/span>free_space_model<span class=\"token punctuation\">)<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_signal_attenuation_model<span class=\"token punctuation\">(<\/span>log_distance_model<span class=\"token punctuation\">)<\/span><\/p>\n<h4>4. \u7f51\u7edc\u53c2\u6570\u8bbe\u7f6e<\/h4>\n<h5>4.1 \u7f51\u7edc\u62d3\u6251<\/h5>\n<p>\u84dd\u7259\u7f51\u7edc\u7684\u62d3\u6251\u7ed3\u6784\u51b3\u5b9a\u4e86\u8bbe\u5907\u4e4b\u95f4\u7684\u8fde\u63a5\u5173\u7cfb\u3002\u5e38\u89c1\u7684\u84dd\u7259\u7f51\u7edc\u62d3\u6251\u7ed3\u6784\u5305\u62ec\u661f\u5f62\u7f51\u7edc\u3001\u6563\u5c04\u7f51\u7edc\u7b49\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u7f6e\u6b63\u786e\u7684\u7f51\u7edc\u62d3\u6251\u53ef\u4ee5\u6a21\u62df\u4e0d\u540c\u7684\u7f51\u7edc\u573a\u666f\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u7f51\u7edc\u7684\u62d3\u6251\u7ed3\u6784<\/span><br \/>\n<span class=\"token keyword\">from<\/span> bluetooth_simulator <span class=\"token keyword\">import<\/span> BluetoothNetwork<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u661f\u5f62\u7f51\u7edc<\/span><br \/>\nstar_network <span class=\"token operator\">&#061;<\/span> BluetoothNetwork<span class=\"token punctuation\">(<\/span>topology<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;star&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u6563\u5c04\u7f51\u7edc<\/span><br \/>\nscatternet_network <span class=\"token operator\">&#061;<\/span> BluetoothNetwork<span class=\"token punctuation\">(<\/span>topology<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;scatternet&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u8bbe\u5907\u5230\u7f51\u7edc<\/span><br \/>\nstar_network<span class=\"token punctuation\">.<\/span>add_device<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">)<\/span><br \/>\nscatternet_network<span class=\"token punctuation\">.<\/span>add_device<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">)<\/span><\/p>\n<h5>4.2 \u8fde\u63a5\u53c2\u6570<\/h5>\n<p>\u8fde\u63a5\u53c2\u6570\u5305\u62ec\u8fde\u63a5\u95f4\u9694\u3001\u8fde\u63a5\u5ef6\u8fdf\u7b49&#xff0c;\u8fd9\u4e9b\u53c2\u6570\u51b3\u5b9a\u4e86\u8bbe\u5907\u4e4b\u95f4\u7684\u8fde\u63a5\u8d28\u91cf\u548c\u54cd\u5e94\u65f6\u95f4\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u7f6e\u6b63\u786e\u7684\u8fde\u63a5\u53c2\u6570\u53ef\u4ee5\u63d0\u9ad8\u4eff\u771f\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u8fde\u63a5\u53c2\u6570<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_connection_interval<span class=\"token punctuation\">(<\/span><span class=\"token number\">150<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u6beb\u79d2<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_connection_latency<span class=\"token punctuation\">(<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u6beb\u79d2<\/span><\/p>\n<p>ble_device<span class=\"token punctuation\">.<\/span>set_connection_interval<span class=\"token punctuation\">(<\/span><span class=\"token number\">20<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u6beb\u79d2<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_connection_latency<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u6beb\u79d2<\/span><\/p>\n<h5>4.3 \u4f20\u8f93\u53c2\u6570<\/h5>\n<p>\u4f20\u8f93\u53c2\u6570\u5305\u62ec\u4f20\u8f93\u529f\u7387\u3001\u4f20\u8f93\u9891\u7387\u7b49&#xff0c;\u8fd9\u4e9b\u53c2\u6570\u51b3\u5b9a\u4e86\u8bbe\u5907\u4e4b\u95f4\u7684\u4f20\u8f93\u80fd\u529b\u548c\u4f20\u8f93\u8d28\u91cf\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u7f6e\u6b63\u786e\u7684\u4f20\u8f93\u53c2\u6570\u53ef\u4ee5\u786e\u4fdd\u6570\u636e\u4f20\u8f93\u7684\u7a33\u5b9a\u6027\u548c\u9ad8\u6548\u6027\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u4f20\u8f93\u53c2\u6570<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_transmission_power<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_transmission_frequency<span class=\"token punctuation\">(<\/span><span class=\"token number\">2400<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;MHz<\/span><\/p>\n<p>ble_device<span class=\"token punctuation\">.<\/span>set_transmission_power<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_transmission_frequency<span class=\"token punctuation\">(<\/span><span class=\"token number\">2402<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;MHz<\/span><\/p>\n<h4>5. \u73af\u5883\u53c2\u6570\u8bbe\u7f6e<\/h4>\n<h5>5.1 \u73af\u5883\u566a\u58f0<\/h5>\n<p>\u73af\u5883\u566a\u58f0\u662f\u5f71\u54cd\u84dd\u7259\u901a\u4fe1\u8d28\u91cf\u7684\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u73af\u5883\u566a\u58f0\u6765\u6a21\u62df\u4e0d\u540c\u7684\u5b9e\u9645\u73af\u5883\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u73af\u5883\u566a\u58f0<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_environment_noise<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">90<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_environment_noise<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><\/p>\n<h5>5.2 \u73af\u5883\u7c7b\u578b<\/h5>\n<p>\u4e0d\u540c\u7684\u73af\u5883\u7c7b\u578b&#xff08;\u5982\u5ba4\u5185\u3001\u5ba4\u5916&#xff09;\u5bf9\u84dd\u7259\u901a\u4fe1\u7684\u5f71\u54cd\u4e0d\u540c\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u8bbe\u7f6e\u6b63\u786e\u7684\u73af\u5883\u7c7b\u578b\u53ef\u4ee5\u63d0\u9ad8\u4eff\u771f\u7684\u771f\u5b9e\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u73af\u5883\u7c7b\u578b<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_environment_type<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;indoor&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_environment_type<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;outdoor&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>5.3 \u969c\u788d\u7269\u5f71\u54cd<\/h5>\n<p>\u5728\u5b9e\u9645\u73af\u5883\u4e2d&#xff0c;\u969c\u788d\u7269&#xff08;\u5982\u5899\u58c1\u3001\u5bb6\u5177\u7b49&#xff09;\u4f1a\u5bf9\u84dd\u7259\u4fe1\u53f7\u4ea7\u751f\u5f71\u54cd\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u969c\u788d\u7269\u53c2\u6570\u6765\u6a21\u62df\u8fd9\u79cd\u5f71\u54cd\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u84dd\u7259\u8bbe\u5907\u7684\u969c\u788d\u7269\u5f71\u54cd<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_obstacle_attenuation<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dB<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_obstacle_attenuation<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dB<\/span><\/p>\n<h4>6. \u4eff\u771f\u573a\u666f\u8bbe\u7f6e<\/h4>\n<h5>6.1 \u573a\u666f\u63cf\u8ff0<\/h5>\n<p>\u5728\u4eff\u771f\u4e2d&#xff0c;\u573a\u666f\u63cf\u8ff0\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u73af\u8282&#xff0c;\u5b83\u51b3\u5b9a\u4e86\u4eff\u771f\u7684\u80cc\u666f\u548c\u76ee\u7684\u3002\u901a\u8fc7\u8be6\u7ec6\u63cf\u8ff0\u4eff\u771f\u573a\u666f&#xff0c;\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u4eff\u771f\u7ed3\u679c\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u4eff\u771f\u573a\u666f\u63cf\u8ff0<\/span><br \/>\n<span class=\"token keyword\">from<\/span> bluetooth_simulator <span class=\"token keyword\">import<\/span> SimulationScene<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u5ba4\u5185\u4eff\u771f\u573a\u666f<\/span><br \/>\nindoor_scene <span class=\"token operator\">&#061;<\/span> SimulationScene<span class=\"token punctuation\">(<\/span>scene_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;indoor&#034;<\/span><span class=\"token punctuation\">,<\/span> description<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u4e00\u4e2a\u529e\u516c\u5ba4\u73af\u5883&#xff0c;\u5305\u542b\u591a\u4e2a\u84dd\u7259\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u5ba4\u5916\u4eff\u771f\u573a\u666f<\/span><br \/>\noutdoor_scene <span class=\"token operator\">&#061;<\/span> SimulationScene<span class=\"token punctuation\">(<\/span>scene_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;outdoor&#034;<\/span><span class=\"token punctuation\">,<\/span> description<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u4e00\u4e2a\u516c\u56ed\u73af\u5883&#xff0c;\u5305\u542b\u591a\u4e2a\u84dd\u7259\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6dfb\u52a0\u8bbe\u5907\u5230\u573a\u666f<\/span><br \/>\nindoor_scene<span class=\"token punctuation\">.<\/span>add_device<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">)<\/span><br \/>\noutdoor_scene<span class=\"token punctuation\">.<\/span>add_device<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">)<\/span><\/p>\n<h5>6.2 \u573a\u666f\u5e03\u5c40<\/h5>\n<p>\u573a\u666f\u5e03\u5c40\u51b3\u5b9a\u4e86\u8bbe\u5907\u5728\u4eff\u771f\u73af\u5883\u4e2d\u7684\u4f4d\u7f6e\u548c\u5206\u5e03\u3002\u901a\u8fc7\u5408\u7406\u8bbe\u7f6e\u573a\u666f\u5e03\u5c40&#xff0c;\u53ef\u4ee5\u6a21\u62df\u4e0d\u540c\u7684\u5b9e\u9645\u73af\u5883\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u4eff\u771f\u573a\u666f\u7684\u8bbe\u5907\u5e03\u5c40<\/span><br \/>\nindoor_scene<span class=\"token punctuation\">.<\/span>set_device_position<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> x<span class=\"token operator\">&#061;<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> y<span class=\"token operator\">&#061;<\/span><span class=\"token number\">20<\/span><span class=\"token punctuation\">,<\/span> z<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u7c73<\/span><br \/>\noutdoor_scene<span class=\"token punctuation\">.<\/span>set_device_position<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> x<span class=\"token operator\">&#061;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> y<span class=\"token operator\">&#061;<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> z<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u7c73<\/span><\/p>\n<h5>6.3 \u573a\u666f\u52a8\u6001\u53d8\u5316<\/h5>\n<p>\u5728\u5b9e\u9645\u73af\u5883\u4e2d&#xff0c;\u8bbe\u5907\u7684\u4f4d\u7f6e\u548c\u72b6\u6001\u53ef\u80fd\u4f1a\u52a8\u6001\u53d8\u5316\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u52a8\u6001\u53d8\u5316\u53c2\u6570\u6765\u6a21\u62df\u8fd9\u79cd\u573a\u666f\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8bbe\u7f6e\u4eff\u771f\u573a\u666f\u7684\u52a8\u6001\u53d8\u5316<\/span><br \/>\n<span class=\"token keyword\">from<\/span> bluetooth_simulator <span class=\"token keyword\">import<\/span> DeviceMovement<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u8bbe\u5907\u79fb\u52a8\u6a21\u578b<\/span><br \/>\ndevice_movement <span class=\"token operator\">&#061;<\/span> DeviceMovement<span class=\"token punctuation\">(<\/span>movement_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;random&#034;<\/span><span class=\"token punctuation\">,<\/span> speed<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1.0<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u7c73\/\u79d2<\/span><\/p>\n<p><span class=\"token comment\"># \u8bbe\u7f6e\u8bbe\u5907\u7684\u79fb\u52a8\u6a21\u578b<\/span><br \/>\nindoor_scene<span class=\"token punctuation\">.<\/span>set_device_movement<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> device_movement<span class=\"token punctuation\">)<\/span><br \/>\noutdoor_scene<span class=\"token punctuation\">.<\/span>set_device_movement<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> device_movement<span class=\"token punctuation\">)<\/span><\/p>\n<h4>7. \u4eff\u771f\u53c2\u6570\u7684\u9a8c\u8bc1\u4e0e\u8c03\u6574<\/h4>\n<h5>7.1 \u53c2\u6570\u9a8c\u8bc1<\/h5>\n<p>\u5728\u8bbe\u7f6e\u5b8c\u6240\u6709\u53c2\u6570\u540e&#xff0c;\u9700\u8981\u5bf9\u53c2\u6570\u8fdb\u884c\u9a8c\u8bc1&#xff0c;\u4ee5\u786e\u4fdd\u5b83\u4eec\u7b26\u5408\u5b9e\u9645\u9700\u6c42\u548c\u4eff\u771f\u8981\u6c42\u3002\u53c2\u6570\u9a8c\u8bc1\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c\u7b80\u5355\u7684\u4eff\u771f\u6d4b\u8bd5\u6765\u5b8c\u6210\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u9a8c\u8bc1\u4eff\u771f\u53c2\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">validate_simulation_parameters<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u68c0\u67e5\u8bbe\u5907\u7c7b\u578b<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> device<span class=\"token punctuation\">.<\/span>device_type <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;classic&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;ble&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bbe\u5907\u7c7b\u578b\u65e0\u6548&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u68c0\u67e5\u8bbe\u5907\u5730\u5740<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> is_valid_mac_address<span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">.<\/span>address<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bbe\u5907\u5730\u5740\u65e0\u6548&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u68c0\u67e5\u901a\u4fe1\u8303\u56f4<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> device<span class=\"token punctuation\">.<\/span>communication_range <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u901a\u4fe1\u8303\u56f4\u65e0\u6548&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u68c0\u67e5\u901a\u4fe1\u901f\u7387<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> device<span class=\"token punctuation\">.<\/span>communication_rate <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u901a\u4fe1\u901f\u7387\u65e0\u6548&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u68c0\u67e5\u8fde\u63a5\u53c2\u6570<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> device<span class=\"token punctuation\">.<\/span>connection_interval <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span> <span class=\"token keyword\">or<\/span> device<span class=\"token punctuation\">.<\/span>connection_latency <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8fde\u63a5\u53c2\u6570\u65e0\u6548&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u68c0\u67e5\u4f20\u8f93\u53c2\u6570<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> device<span class=\"token punctuation\">.<\/span>transmission_power <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span> <span class=\"token keyword\">or<\/span> device<span class=\"token punctuation\">.<\/span>transmission_frequency <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4f20\u8f93\u53c2\u6570\u65e0\u6548&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u68c0\u67e5\u73af\u5883\u53c2\u6570<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> device<span class=\"token punctuation\">.<\/span>environment_noise <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span> <span class=\"token keyword\">or<\/span> device<span class=\"token punctuation\">.<\/span>obstacle_attenuation <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u73af\u5883\u53c2\u6570\u65e0\u6548&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u9a8c\u8bc1MAC\u5730\u5740\u7684\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">is_valid_mac_address<\/span><span class=\"token punctuation\">(<\/span>mac_address<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> re<br \/>\n    pattern <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">compile<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#039;^([0-9A-Fa-f]{2}[:-]){5}([0-9A-Fa-f]{2})$&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> pattern<span class=\"token punctuation\">.<\/span><span class=\"token keyword\">match<\/span><span class=\"token punctuation\">(<\/span>mac_address<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">is<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token boolean\">None<\/span><\/p>\n<p><span class=\"token comment\"># \u9a8c\u8bc1\u8bbe\u5907\u53c2\u6570<\/span><br \/>\nvalidate_simulation_parameters<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">)<\/span><br \/>\nvalidate_simulation_parameters<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">)<\/span><\/p>\n<h5>7.2 \u53c2\u6570\u8c03\u6574<\/h5>\n<p>\u5728\u4eff\u771f\u8fc7\u7a0b\u4e2d&#xff0c;\u53ef\u80fd\u9700\u8981\u6839\u636e\u5b9e\u9645\u6d4b\u8bd5\u7ed3\u679c\u5bf9\u53c2\u6570\u8fdb\u884c\u8c03\u6574&#xff0c;\u4ee5\u4f18\u5316\u4eff\u771f\u6548\u679c\u3002\u53c2\u6570\u8c03\u6574\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199\u8c03\u6574\u51fd\u6570\u6765\u5b8c\u6210\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u8c03\u6574\u4eff\u771f\u53c2\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">adjust_signal_strength<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> adjustment_value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    new_signal_strength <span class=\"token operator\">&#061;<\/span> device<span class=\"token punctuation\">.<\/span>signal_strength <span class=\"token operator\">&#043;<\/span> adjustment_value<br \/>\n    <span class=\"token keyword\">if<\/span> new_signal_strength <span class=\"token operator\">&lt;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">100<\/span> <span class=\"token keyword\">or<\/span> new_signal_strength <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8c03\u6574\u540e\u7684\u4fe1\u53f7\u5f3a\u5ea6\u8d85\u51fa\u8303\u56f4&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span>new_signal_strength<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u8c03\u6574\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u7684\u4fe1\u53f7\u5f3a\u5ea6<\/span><br \/>\nadjust_signal_strength<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u51cf\u5f3110 dBm<\/span><\/p>\n<p><span class=\"token comment\"># \u8c03\u6574\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u7684\u4fe1\u53f7\u5f3a\u5ea6<\/span><br \/>\nadjust_signal_strength<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u589e\u5f3a5 dBm<\/span><\/p>\n<h4>8. \u4eff\u771f\u53c2\u6570\u7684\u4fdd\u5b58\u4e0e\u52a0\u8f7d<\/h4>\n<h5>8.1 \u53c2\u6570\u4fdd\u5b58<\/h5>\n<p>\u5728\u5b8c\u6210\u53c2\u6570\u8bbe\u7f6e\u540e&#xff0c;\u53ef\u4ee5\u5c06\u53c2\u6570\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d&#xff0c;\u4ee5\u4fbf\u540e\u7eed\u4f7f\u7528\u6216\u590d\u73b0\u4eff\u771f\u7ed3\u679c\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u4fdd\u5b58\u4eff\u771f\u53c2\u6570<\/span><br \/>\n<span class=\"token keyword\">import<\/span> json<\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u4fdd\u5b58\u53c2\u6570\u7684\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">save_simulation_parameters<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> file_path<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    parameters <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;device_type&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>device_type<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;address&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>address<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;communication_range&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>communication_range<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;communication_rate&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>communication_rate<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;communication_channel&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>communication_channel<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;signal_strength&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>signal_strength<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;interference&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>interference<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;environment_noise&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>environment_noise<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;environment_type&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>environment_type<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;obstacle_attenuation&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>obstacle_attenuation<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;connection_interval&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>connection_interval<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;connection_latency&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>connection_latency<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;transmission_power&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>transmission_power<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;transmission_frequency&#034;<\/span><span class=\"token punctuation\">:<\/span> device<span class=\"token punctuation\">.<\/span>transmission_frequency<br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>file_path<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;w&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> <span class=\"token builtin\">file<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        json<span class=\"token punctuation\">.<\/span>dump<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">file<\/span><span class=\"token punctuation\">,<\/span> indent<span class=\"token operator\">&#061;<\/span><span class=\"token number\">4<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u4fdd\u5b58\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u7684\u53c2\u6570<\/span><br \/>\nsave_simulation_parameters<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;classic_device_params.json&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u4fdd\u5b58\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u7684\u53c2\u6570<\/span><br \/>\nsave_simulation_parameters<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;ble_device_params.json&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>8.2 \u53c2\u6570\u52a0\u8f7d<\/h5>\n<p>\u5728\u9700\u8981\u590d\u73b0\u6216\u7ee7\u7eed\u4eff\u771f\u65f6&#xff0c;\u53ef\u4ee5\u4ece\u6587\u4ef6\u4e2d\u52a0\u8f7d\u4e4b\u524d\u4fdd\u5b58\u7684\u53c2\u6570\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u52a0\u8f7d\u4eff\u771f\u53c2\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">load_simulation_parameters<\/span><span class=\"token punctuation\">(<\/span>file_path<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>file_path<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;r&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> <span class=\"token builtin\">file<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        parameters <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>load<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">file<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device <span class=\"token operator\">&#061;<\/span> BluetoothDevice<span class=\"token punctuation\">(<\/span><br \/>\n        device_type<span class=\"token operator\">&#061;<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;device_type&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        address<span class=\"token operator\">&#061;<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;address&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        name<span class=\"token operator\">&#061;<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_communication_range<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;communication_range&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_communication_rate<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;communication_rate&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_communication_channel<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;communication_channel&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;signal_strength&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_interference<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;interference&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_environment_noise<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;environment_noise&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_environment_type<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;environment_type&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_obstacle_attenuation<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;obstacle_attenuation&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_connection_interval<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;connection_interval&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_connection_latency<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;connection_latency&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_transmission_power<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;transmission_power&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_transmission_frequency<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;transmission_frequency&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> device<\/p>\n<p><span class=\"token comment\"># \u52a0\u8f7d\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u7684\u53c2\u6570<\/span><br \/>\nclassic_device_loaded <span class=\"token operator\">&#061;<\/span> load_simulation_parameters<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;classic_device_params.json&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u52a0\u8f7d\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u7684\u53c2\u6570<\/span><br \/>\nble_device_loaded <span class=\"token operator\">&#061;<\/span> load_simulation_parameters<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ble_device_params.json&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>9. \u4eff\u771f\u53c2\u6570\u7684\u53ef\u89c6\u5316<\/h4>\n<h5>9.1 \u53c2\u6570\u53ef\u89c6\u5316\u5de5\u5177<\/h5>\n<p>\u4f7f\u7528\u53ef\u89c6\u5316\u5de5\u5177\u53ef\u4ee5\u76f4\u89c2\u5730\u5c55\u793a\u4eff\u771f\u53c2\u6570\u53ca\u5176\u53d8\u5316\u60c5\u51b5&#xff0c;\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u4eff\u771f\u7ed3\u679c\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u4f7f\u7528Matplotlib\u8fdb\u884c\u53c2\u6570\u53ef\u89c6\u5316<\/span><br \/>\n<span class=\"token keyword\">import<\/span> matplotlib<span class=\"token punctuation\">.<\/span>pyplot <span class=\"token keyword\">as<\/span> plt<\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u7ed8\u5236\u53c2\u6570\u53d8\u5316\u56fe\u7684\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">plot_parameter_change<\/span><span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">,<\/span> parameter_name<span class=\"token punctuation\">,<\/span> label<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> parameters<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span>label<span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>xlabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u65f6\u95f4&#xff08;\u79d2&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>ylabel<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>parameter_name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff08;dBm&#xff09;&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>parameter_name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u53d8\u5316\u56fe&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>legend<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u751f\u6210\u4e00\u4e9b\u793a\u4f8b\u6570\u636e<\/span><br \/>\ntime_steps <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">100<\/span><br \/>\nsignal_strength_changes <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>classic_device<span class=\"token punctuation\">.<\/span>signal_strength <span class=\"token operator\">&#043;<\/span> i <span class=\"token operator\">*<\/span> <span class=\"token number\">0.1<\/span> <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>time_steps<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><br \/>\ninterference_changes <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>ble_device<span class=\"token punctuation\">.<\/span>interference <span class=\"token operator\">&#043;<\/span> i <span class=\"token operator\">*<\/span> <span class=\"token number\">0.1<\/span> <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>time_steps<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u4fe1\u53f7\u5f3a\u5ea6\u53d8\u5316\u56fe<\/span><br \/>\nplot_parameter_change<span class=\"token punctuation\">(<\/span>signal_strength_changes<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4fe1\u53f7\u5f3a\u5ea6&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7ecf\u5178\u84dd\u7259\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u4fe1\u53f7\u5e72\u6270\u53d8\u5316\u56fe<\/span><br \/>\nplot_parameter_change<span class=\"token punctuation\">(<\/span>interference_changes<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4fe1\u53f7\u5e72\u6270&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u663e\u793a\u56fe\u5f62<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>show<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>10. \u4eff\u771f\u53c2\u6570\u7684\u4f18\u5316<\/h4>\n<h5>10.1 \u53c2\u6570\u4f18\u5316\u65b9\u6cd5<\/h5>\n<p>\u53c2\u6570\u4f18\u5316\u662f\u63d0\u9ad8\u4eff\u771f\u6548\u679c\u7684\u91cd\u8981\u624b\u6bb5\u3002\u5e38\u7528\u7684\u53c2\u6570\u4f18\u5316\u65b9\u6cd5\u5305\u62ec\u9057\u4f20\u7b97\u6cd5\u3001\u6a21\u62df\u9000\u706b\u7b97\u6cd5\u7b49\u3002\u5728\u4eff\u771f\u4e2d&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e9b\u65b9\u6cd5\u6765\u4f18\u5316\u53c2\u6570\u8bbe\u7f6e\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u4f7f\u7528\u9057\u4f20\u7b97\u6cd5\u8fdb\u884c\u53c2\u6570\u4f18\u5316<\/span><br \/>\n<span class=\"token keyword\">from<\/span> genetic_algorithm <span class=\"token keyword\">import<\/span> GeneticAlgorithm<\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u4f18\u5316\u76ee\u6807\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">optimize_signal_strength<\/span><span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    device <span class=\"token operator\">&#061;<\/span> BluetoothDevice<span class=\"token punctuation\">(<\/span><br \/>\n        device_type<span class=\"token operator\">&#061;<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;device_type&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        address<span class=\"token operator\">&#061;<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;address&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        name<span class=\"token operator\">&#061;<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_communication_range<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;communication_range&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_communication_rate<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;communication_rate&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_communication_channel<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;communication_channel&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;signal_strength&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_interference<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;interference&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_environment_noise<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;environment_noise&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_environment_type<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;environment_type&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_obstacle_attenuation<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;obstacle_attenuation&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_connection_interval<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;connection_interval&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_connection_latency<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;connection_latency&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_transmission_power<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;transmission_power&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    device<span class=\"token punctuation\">.<\/span>set_transmission_frequency<span class=\"token punctuation\">(<\/span>parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;transmission_frequency&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u6a21\u62df\u4f20\u8f93\u6548\u679c&#xff0c;\u8fd4\u56de\u4e00\u4e2a\u8bc4\u4f30\u503c<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> simulate_transmission<span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6a21\u62df\u4f20\u8f93\u6548\u679c\u5e76\u8fd4\u56de\u8bc4\u4f30\u503c<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">simulate_transmission<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u8fd9\u91cc\u53ea\u662f\u4e00\u4e2a\u793a\u4f8b&#xff0c;\u5b9e\u9645\u4eff\u771f\u4e2d\u9700\u8981\u66f4\u590d\u6742\u7684\u903b\u8f91<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> device<span class=\"token punctuation\">.<\/span>signal_strength <span class=\"token operator\">&#8211;<\/span> device<span class=\"token punctuation\">.<\/span>interference<\/p>\n<p><span class=\"token comment\"># \u8fd0\u884c\u9057\u4f20\u7b97\u6cd5\u8fdb\u884c\u53c2\u6570\u4f18\u5316<\/span><br \/>\nga <span class=\"token operator\">&#061;<\/span> GeneticAlgorithm<span class=\"token punctuation\">(<\/span>objective_function<span class=\"token operator\">&#061;<\/span>optimize_signal_strength<span class=\"token punctuation\">,<\/span> population_size<span class=\"token operator\">&#061;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> generations<span class=\"token operator\">&#061;<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">)<\/span><br \/>\noptimized_parameters <span class=\"token operator\">&#061;<\/span> ga<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5e94\u7528\u4f18\u5316\u540e\u7684\u53c2\u6570<\/span><br \/>\nclassic_device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span>optimized_parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;signal_strength&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\nble_device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span>optimized_parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;signal_strength&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>10.2 \u4f18\u5316\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u4f18\u5316\u540e\u7684\u53c2\u6570\u9700\u8981\u8fdb\u884c\u5206\u6790&#xff0c;\u4ee5\u786e\u4fdd\u4f18\u5316\u6548\u679c\u7b26\u5408\u9884\u671f\u3002\u53ef\u4ee5\u901a\u8fc7\u7ed8\u5236\u4f18\u5316\u524d\u540e\u7684\u53c2\u6570\u53d8\u5316\u56fe\u6765\u8fdb\u884c\u5206\u6790\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u7ed8\u5236\u4f18\u5316\u524d\u540e\u7684\u53c2\u6570\u53d8\u5316\u56fe<\/span><br \/>\n<span class=\"token keyword\">import<\/span> matplotlib<span class=\"token punctuation\">.<\/span>pyplot <span class=\"token keyword\">as<\/span> plt<\/p>\n<p><span class=\"token comment\"># \u751f\u6210\u4f18\u5316\u524d\u540e\u7684\u793a\u4f8b\u6570\u636e<\/span><br \/>\nsignal_strength_before <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>classic_device<span class=\"token punctuation\">.<\/span>signal_strength <span class=\"token operator\">&#043;<\/span> i <span class=\"token operator\">*<\/span> <span class=\"token number\">0.1<\/span> <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>time_steps<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><br \/>\nsignal_strength_after <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>optimized_parameters<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;signal_strength&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#043;<\/span> i <span class=\"token operator\">*<\/span> <span class=\"token number\">0.1<\/span> <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>time_steps<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u4f18\u5316\u524d\u540e\u7684\u4fe1\u53f7\u5f3a\u5ea6\u53d8\u5316\u56fe<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>signal_strength_before<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> signal_strength_before<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u4f18\u5316\u524d&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>signal_strength_after<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> signal_strength_after<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u4f18\u5316\u540e&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>xlabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u65f6\u95f4&#xff08;\u79d2&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>ylabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4fe1\u53f7\u5f3a\u5ea6&#xff08;dBm&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4fe1\u53f7\u5f3a\u5ea6\u4f18\u5316\u524d\u540e\u53d8\u5316\u56fe&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>legend<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u663e\u793a\u56fe\u5f62<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>show<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>11. \u4eff\u771f\u53c2\u6570\u7684\u52a8\u6001\u8c03\u6574<\/h4>\n<h5>11.1 \u52a8\u6001\u8c03\u6574\u7b56\u7565<\/h5>\n<p>\u5728\u4eff\u771f\u8fc7\u7a0b\u4e2d&#xff0c;\u8bbe\u5907\u7684\u53c2\u6570\u53ef\u80fd\u4f1a\u6839\u636e\u5b9e\u9645\u73af\u5883\u548c\u9700\u6c42\u8fdb\u884c\u52a8\u6001\u8c03\u6574\u3002\u52a8\u6001\u8c03\u6574\u7b56\u7565\u53ef\u4ee5\u63d0\u9ad8\u4eff\u771f\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027&#xff0c;\u4f7f\u5176\u66f4\u63a5\u8fd1\u771f\u5b9e\u73af\u5883\u3002\u5e38\u89c1\u7684\u52a8\u6001\u8c03\u6574\u7b56\u7565\u5305\u62ec\u57fa\u4e8e\u73af\u5883\u566a\u58f0\u7684\u8c03\u6574\u3001\u57fa\u4e8e\u4fe1\u53f7\u5f3a\u5ea6\u7684\u8c03\u6574\u3001\u57fa\u4e8e\u8bbe\u5907\u79fb\u52a8\u7684\u8c03\u6574\u7b49\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u5b9a\u4e49\u52a8\u6001\u8c03\u6574\u7b56\u7565<\/span><br \/>\n<span class=\"token keyword\">from<\/span> bluetooth_simulator <span class=\"token keyword\">import<\/span> EnvironmentMonitor<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u73af\u5883\u76d1\u6d4b\u5668<\/span><br \/>\nenvironment_monitor <span class=\"token operator\">&#061;<\/span> EnvironmentMonitor<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u57fa\u4e8e\u73af\u5883\u566a\u58f0\u7684\u52a8\u6001\u8c03\u6574\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">adjust_parameters_based_on_noise<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> environment_monitor<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    current_noise <span class=\"token operator\">&#061;<\/span> environment_monitor<span class=\"token punctuation\">.<\/span>get_current_noise<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> current_noise <span class=\"token operator\">&lt;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u4f4e\u566a\u58f0\u73af\u5883<\/span><br \/>\n        device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u589e\u5f3a\u4fe1\u53f7\u5f3a\u5ea6<\/span><br \/>\n    <span class=\"token keyword\">elif<\/span> current_noise <span class=\"token operator\">&gt;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">60<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u9ad8\u566a\u58f0\u73af\u5883<\/span><br \/>\n        device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">70<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u51cf\u5f31\u4fe1\u53f7\u5f3a\u5ea6<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">60<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u4fdd\u6301\u9ed8\u8ba4\u4fe1\u53f7\u5f3a\u5ea6<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u57fa\u4e8e\u4fe1\u53f7\u5f3a\u5ea6\u7684\u52a8\u6001\u8c03\u6574\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">adjust_parameters_based_on_signal_strength<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> target_strength<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    current_strength <span class=\"token operator\">&#061;<\/span> device<span class=\"token punctuation\">.<\/span>signal_strength<br \/>\n    adjustment_value <span class=\"token operator\">&#061;<\/span> target_strength <span class=\"token operator\">&#8211;<\/span> current_strength<br \/>\n    <span class=\"token keyword\">if<\/span> adjustment_value <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span>current_strength <span class=\"token operator\">&#043;<\/span> adjustment_value<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">elif<\/span> adjustment_value <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        device<span class=\"token punctuation\">.<\/span>set_signal_strength<span class=\"token punctuation\">(<\/span>current_strength <span class=\"token operator\">&#043;<\/span> adjustment_value<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u57fa\u4e8e\u8bbe\u5907\u79fb\u52a8\u7684\u52a8\u6001\u8c03\u6574\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">adjust_parameters_based_on_movement<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> movement_monitor<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    current_speed <span class=\"token operator\">&#061;<\/span> movement_monitor<span class=\"token punctuation\">.<\/span>get_current_speed<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> current_speed <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">2.0<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u8bbe\u5907\u79fb\u52a8\u901f\u5ea6\u5feb<\/span><br \/>\n        device<span class=\"token punctuation\">.<\/span>set_communication_range<span class=\"token punctuation\">(<\/span><span class=\"token number\">15<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u589e\u52a0\u901a\u4fe1\u8303\u56f4<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        device<span class=\"token punctuation\">.<\/span>set_communication_range<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u4fdd\u6301\u9ed8\u8ba4\u901a\u4fe1\u8303\u56f4<\/span><\/p>\n<h5>11.2 \u5b9e\u65bd\u52a8\u6001\u8c03\u6574<\/h5>\n<p>\u5728\u4eff\u771f\u8fc7\u7a0b\u4e2d&#xff0c;\u53ef\u4ee5\u6839\u636e\u8bbe\u5b9a\u7684\u52a8\u6001\u8c03\u6574\u7b56\u7565&#xff0c;\u5b9a\u671f\u6216\u5b9e\u65f6\u5730\u8c03\u6574\u8bbe\u5907\u7684\u53c2\u6570\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199\u5b9a\u65f6\u4efb\u52a1\u6216\u4e8b\u4ef6\u89e6\u53d1\u673a\u5236\u6765\u5b9e\u73b0\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u5b9e\u65bd\u52a8\u6001\u8c03\u6574<\/span><br \/>\n<span class=\"token keyword\">import<\/span> time<\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u5b9a\u671f\u8c03\u6574\u53c2\u6570\u7684\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">periodic_adjustment<\/span><span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> environment_monitor<span class=\"token punctuation\">,<\/span> movement_monitor<span class=\"token punctuation\">,<\/span> interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token comment\"># \u57fa\u4e8e\u73af\u5883\u566a\u58f0\u8c03\u6574\u53c2\u6570<\/span><br \/>\n        adjust_parameters_based_on_noise<span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> environment_monitor<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u57fa\u4e8e\u4fe1\u53f7\u5f3a\u5ea6\u8c03\u6574\u53c2\u6570<\/span><br \/>\n        target_strength <span class=\"token operator\">&#061;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">65<\/span>  <span class=\"token comment\"># \u5047\u8bbe\u76ee\u6807\u4fe1\u53f7\u5f3a\u5ea6\u4e3a-65 dBm<\/span><br \/>\n        adjust_parameters_based_on_signal_strength<span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> target_strength<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u57fa\u4e8e\u8bbe\u5907\u79fb\u52a8\u8c03\u6574\u53c2\u6570<\/span><br \/>\n        adjust_parameters_based_on_movement<span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> movement_monitor<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u4fdd\u5b58\u8c03\u6574\u540e\u7684\u53c2\u6570<\/span><br \/>\n        save_simulation_parameters<span class=\"token punctuation\">(<\/span>device<span class=\"token punctuation\">,<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>device<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">_parameters.json&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u6682\u505c\u4e00\u6bb5\u65f6\u95f4<\/span><br \/>\n        time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span>interval<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u542f\u52a8\u5b9a\u671f\u8c03\u6574\u4efb\u52a1<\/span><br \/>\nperiodic_adjustment_thread <span class=\"token operator\">&#061;<\/span> threading<span class=\"token punctuation\">.<\/span>Thread<span class=\"token punctuation\">(<\/span>target<span class=\"token operator\">&#061;<\/span>periodic_adjustment<span class=\"token punctuation\">,<\/span> args<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> environment_monitor<span class=\"token punctuation\">,<\/span> movement_monitor<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\nperiodic_adjustment_thread<span class=\"token punctuation\">.<\/span>start<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>periodic_adjustment_thread <span class=\"token operator\">&#061;<\/span> threading<span class=\"token punctuation\">.<\/span>Thread<span class=\"token punctuation\">(<\/span>target<span class=\"token operator\">&#061;<\/span>periodic_adjustment<span class=\"token punctuation\">,<\/span> args<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> environment_monitor<span class=\"token punctuation\">,<\/span> movement_monitor<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\nperiodic_adjustment_thread<span class=\"token punctuation\">.<\/span>start<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>12. \u4eff\u771f\u7ed3\u679c\u7684\u5206\u6790\u4e0e\u8bc4\u4f30<\/h4>\n<h5>12.1 \u4eff\u771f\u7ed3\u679c\u6536\u96c6<\/h5>\n<p>\u5728\u4eff\u771f\u8fc7\u7a0b\u4e2d&#xff0c;\u9700\u8981\u6536\u96c6\u5404\u79cd\u4eff\u771f\u7ed3\u679c\u6570\u636e&#xff0c;\u4ee5\u4fbf\u540e\u7eed\u5206\u6790\u548c\u8bc4\u4f30\u3002\u8fd9\u4e9b\u6570\u636e\u5305\u62ec\u901a\u4fe1\u6210\u529f\u7387\u3001\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u3001\u4fe1\u53f7\u8d28\u91cf\u7b49\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u6536\u96c6\u4eff\u771f\u7ed3\u679c\u6570\u636e<\/span><br \/>\n<span class=\"token keyword\">from<\/span> bluetooth_simulator <span class=\"token keyword\">import<\/span> SimulationResult<\/p>\n<p><span class=\"token comment\"># \u521b\u5efa\u4e00\u4e2a\u4eff\u771f\u7ed3\u679c\u5bf9\u8c61<\/span><br \/>\nsimulation_result <span class=\"token operator\">&#061;<\/span> SimulationResult<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6536\u96c6\u8bbe\u5907\u7684\u901a\u4fe1\u6210\u529f\u7387<\/span><br \/>\nsimulation_result<span class=\"token punctuation\">.<\/span>add_communication_success_rate<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> <span class=\"token number\">0.95<\/span><span class=\"token punctuation\">)<\/span><br \/>\nsimulation_result<span class=\"token punctuation\">.<\/span>add_communication_success_rate<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> <span class=\"token number\">0.90<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6536\u96c6\u8bbe\u5907\u7684\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf<\/span><br \/>\nsimulation_result<span class=\"token punctuation\">.<\/span>add_transmission_delay<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u6beb\u79d2<\/span><br \/>\nsimulation_result<span class=\"token punctuation\">.<\/span>add_transmission_delay<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;\u6beb\u79d2<\/span><\/p>\n<p><span class=\"token comment\"># \u6536\u96c6\u8bbe\u5907\u7684\u4fe1\u53f7\u8d28\u91cf<\/span><br \/>\nsimulation_result<span class=\"token punctuation\">.<\/span>add_signal_quality<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">55<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><br \/>\nsimulation_result<span class=\"token punctuation\">.<\/span>add_signal_quality<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">65<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5355\u4f4d&#xff1a;dBm<\/span><\/p>\n<h5>12.2 \u4eff\u771f\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u901a\u8fc7\u5bf9\u6536\u96c6\u5230\u7684\u4eff\u771f\u7ed3\u679c\u6570\u636e\u8fdb\u884c\u5206\u6790&#xff0c;\u53ef\u4ee5\u8bc4\u4f30\u4eff\u771f\u6548\u679c\u7684\u597d\u574f&#xff0c;\u53d1\u73b0\u6f5c\u5728\u7684\u95ee\u9898&#xff0c;\u5e76\u63d0\u51fa\u6539\u8fdb\u63aa\u65bd\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u5206\u6790\u4eff\u771f\u7ed3\u679c<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">analyze_simulation_results<\/span><span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u5206\u6790\u901a\u4fe1\u6210\u529f\u7387<\/span><br \/>\n    classic_success_rate <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_communication_success_rate<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">)<\/span><br \/>\n    ble_success_rate <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_communication_success_rate<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u901a\u4fe1\u6210\u529f\u7387: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>classic_success_rate <span class=\"token operator\">*<\/span> <span class=\"token number\">100<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u901a\u4fe1\u6210\u529f\u7387: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ble_success_rate <span class=\"token operator\">*<\/span> <span class=\"token number\">100<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u5206\u6790\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf<\/span><br \/>\n    classic_delay <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_transmission_delay<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">)<\/span><br \/>\n    ble_delay <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_transmission_delay<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>classic_delay<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u6beb\u79d2&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ble_delay<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u6beb\u79d2&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u5206\u6790\u4fe1\u53f7\u8d28\u91cf<\/span><br \/>\n    classic_signal_quality <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_signal_quality<span class=\"token punctuation\">(<\/span>classic_device<span class=\"token punctuation\">)<\/span><br \/>\n    ble_signal_quality <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_signal_quality<span class=\"token punctuation\">(<\/span>ble_device<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u4fe1\u53f7\u8d28\u91cf: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>classic_signal_quality<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> dBm&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u4fe1\u53f7\u8d28\u91cf: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ble_signal_quality<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> dBm&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5206\u6790\u4eff\u771f\u7ed3\u679c<\/span><br \/>\nanalyze_simulation_results<span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">)<\/span><\/p>\n<h5>12.3 \u4eff\u771f\u7ed3\u679c\u53ef\u89c6\u5316<\/h5>\n<p>\u4f7f\u7528\u53ef\u89c6\u5316\u5de5\u5177\u53ef\u4ee5\u66f4\u76f4\u89c2\u5730\u5c55\u793a\u4eff\u771f\u7ed3\u679c&#xff0c;\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u66f4\u597d\u5730\u7406\u89e3\u548c\u8bc4\u4f30\u4eff\u771f\u6548\u679c\u3002<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;\u4f7f\u7528Matplotlib\u8fdb\u884c\u4eff\u771f\u7ed3\u679c\u53ef\u89c6\u5316<\/span><br \/>\n<span class=\"token keyword\">import<\/span> matplotlib<span class=\"token punctuation\">.<\/span>pyplot <span class=\"token keyword\">as<\/span> plt<\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u7ed8\u5236\u901a\u4fe1\u6210\u529f\u7387\u53d8\u5316\u56fe\u7684\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">plot_communication_success_rate<\/span><span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> label<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    success_rates <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_communication_success_rates<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>success_rates<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> success_rates<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span>label<span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>xlabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u65f6\u95f4&#xff08;\u79d2&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>ylabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u901a\u4fe1\u6210\u529f\u7387&#xff08;%&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u901a\u4fe1\u6210\u529f\u7387\u53d8\u5316\u56fe&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>legend<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u7ed8\u5236\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u53d8\u5316\u56fe\u7684\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">plot_transmission_delay<\/span><span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> label<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    delays <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_transmission_delays<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>delays<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> delays<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span>label<span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>xlabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u65f6\u95f4&#xff08;\u79d2&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>ylabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf&#xff08;\u6beb\u79d2&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u53d8\u5316\u56fe&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>legend<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u4e00\u4e2a\u7ed8\u5236\u4fe1\u53f7\u8d28\u91cf\u53d8\u5316\u56fe\u7684\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">plot_signal_quality<\/span><span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> label<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    signal_qualities <span class=\"token operator\">&#061;<\/span> simulation_result<span class=\"token punctuation\">.<\/span>get_signal_qualities<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>signal_qualities<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> signal_qualities<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span>label<span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>xlabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u65f6\u95f4&#xff08;\u79d2&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>ylabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4fe1\u53f7\u8d28\u91cf&#xff08;dBm&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4fe1\u53f7\u8d28\u91cf\u53d8\u5316\u56fe&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    plt<span class=\"token punctuation\">.<\/span>legend<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u7684\u901a\u4fe1\u6210\u529f\u7387\u53d8\u5316\u56fe<\/span><br \/>\nplot_communication_success_rate<span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7ecf\u5178\u84dd\u7259\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u7684\u901a\u4fe1\u6210\u529f\u7387\u53d8\u5316\u56fe<\/span><br \/>\nplot_communication_success_rate<span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u7684\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u53d8\u5316\u56fe<\/span><br \/>\nplot_transmission_delay<span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7ecf\u5178\u84dd\u7259\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u7684\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u53d8\u5316\u56fe<\/span><br \/>\nplot_transmission_delay<span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u7ecf\u5178\u84dd\u7259\u8bbe\u5907\u7684\u4fe1\u53f7\u8d28\u91cf\u53d8\u5316\u56fe<\/span><br \/>\nplot_signal_quality<span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7ecf\u5178\u84dd\u7259\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907\u7684\u4fe1\u53f7\u8d28\u91cf\u53d8\u5316\u56fe<\/span><br \/>\nplot_signal_quality<span class=\"token punctuation\">(<\/span>simulation_result<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u84dd\u7259\u4f4e\u529f\u8017\u8bbe\u5907&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u663e\u793a\u56fe\u5f62<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>show<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>13. \u603b\u7ed3<\/h4>\n<p>\u901a\u8fc7\u8be6\u7ec6\u7684\u53c2\u6570\u8bbe\u7f6e\u3001\u9a8c\u8bc1\u3001\u8c03\u6574\u3001\u4fdd\u5b58\u4e0e\u52a0\u8f7d\u3001\u53ef\u89c6\u5316\u4ee5\u53ca\u52a8\u6001\u8c03\u6574&#xff0c;\u53ef\u4ee5\u786e\u4fdd\u84dd\u7259\u7f51\u7edc\u4eff\u771f\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u8fd9\u4e9b\u6b65\u9aa4\u4e0d\u4ec5\u6709\u52a9\u4e8e\u6a21\u62df\u4e0d\u540c\u7684\u5b9e\u9645\u73af\u5883&#xff0c;\u8fd8\u53ef\u4ee5\u4f18\u5316\u4eff\u771f\u6548\u679c&#xff0c;\u63d0\u9ad8\u4eff\u771f\u7ed3\u679c\u7684\u771f\u5b9e\u6027\u548c\u5b9e\u7528\u6027\u3002\u5e0c\u671b\u672c\u6587\u7684\u5185\u5bb9\u5bf9\u8fdb\u884c\u84dd\u7259\u7f51\u7edc\u4eff\u771f\u7814\u7a76\u7684\u8bfb\u8005\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260118140554-696ce8c22f7aa.jpg\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" 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