{"id":59330,"date":"2026-01-13T17:48:26","date_gmt":"2026-01-13T09:48:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/59330.html"},"modified":"2026-01-13T17:48:26","modified_gmt":"2026-01-13T09:48:26","slug":"%e5%9f%ba%e4%ba%8e%e7%89%a9%e8%81%94%e7%bd%91%e7%9a%84%e6%99%ba%e8%83%bd%e5%b7%a5%e5%8e%82%e4%ba%ba%e5%91%98%e5%ae%9a%e4%bd%8d%e4%b8%8e%e5%ae%89%e5%85%a8%e9%a2%84%e8%ad%a6%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/59330.html","title":{"rendered":"\u57fa\u4e8e\u7269\u8054\u7f51\u7684\u667a\u80fd\u5de5\u5382\u4eba\u5458\u5b9a\u4f4d\u4e0e\u5b89\u5168\u9884\u8b66\u7cfb\u7edf"},"content":{"rendered":"

\u6458\u8981<\/h2>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u968f\u7740\u5de5\u4e1a4.0\u6218\u7565\u7684\u6301\u7eed\u6df1\u5316，\u667a\u80fd\u5de5\u5382\u5bf9\u4eba\u5458\u52a8\u6001\u7ba1\u7406\u53ca\u5b89\u5168\u751f\u4ea7\u7684\u9700\u6c42\u6108\u53d1\u5f3a\u70c8\u3002\u4f20\u7edf\u4eba\u5de5\u5de1\u68c0\u6a21\u5f0f\u56e0\u5b9a\u4f4d\u7cbe\u5ea6\u6709\u9650\u3001\u5b89\u5168\u9884\u8b66\u5b58\u5728\u5ef6\u8fdf，\u96be\u4ee5\u9002\u914d\u590d\u6742\u751f\u4ea7\u573a\u666f\u7684\u5b9e\u65f6\u76d1\u63a7\u9700\u6c42\u3002\u9488\u5bf9\u4e0a\u8ff0\u73b0\u72b6，\u672c\u6587\u6784\u5efa\u4e86\u4e00\u5957\u878d\u5408\u7269\u8054\u7f51\u6280\u672f\u7684\u667a\u80fd\u4eba\u5458\u5b9a\u4f4d\u4e0e\u5b89\u5168\u9884\u8b66\u7cfb\u7edf\u67b6\u6784\u3002\u7cfb\u7edf\u4ee5UWB（\u8d85\u5bbd\u5e26）…<\/p>\n

\u5173\u952e\u8bcd<\/h2>\n

\u7269\u8054\u7f51；\u667a\u80fd\u5de5\u5382；\u4eba\u5458\u5b9a\u4f4d；\u5b89\u5168\u9884\u8b66；UWB\u6280\u672f<\/p>\n

Abstract<\/h2>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0With the deepening of the Industry 4.0 strategy, the demand for dynamic personnel management and safety production in smart factories based on the Internet of Things for personnel positioning and safety warning systems is becoming increasingly urgent. The…<\/p>\n

Keywords<\/h2>\n

Internet of Things；Smart Factory；Personnel Positioning；Safety Early Warning；UWB Technology<\/p>\n

\u7b2c\u4e00\u7ae0 \u5f15\u8a00<\/h2>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4f20\u7edf\u5de5\u5382\u4eba\u5458\u7ba1\u7406\u957f\u671f\u4f9d\u8d56\u4eba\u5de5\u8bb0\u5f55\u4e0e\u88ab\u52a8\u5b9a\u4f4d\u6280\u672f，\u4eba\u5458\u52a8\u6001\u65e0\u6cd5\u5f97\u5230\u5b9e\u65f6\u638c\u63a7\u3002\u8bf8\u5982RFID\u7b49\u6280\u672f\u5728\u73af\u5883\u5e72\u6270\u4e0b\u5b9a\u4f4d\u7cbe\u5ea6\u53d7\u9650，\u9884\u8b66\u54cd\u5e94\u5b58\u5728\u5ef6\u8fdf\u3002\u968f\u7740\u7269\u8054\u7f51\u6280\u672f\u5728\u5de5\u4e1a\u573a\u666f\u7684\u9010\u6b65\u6e17\u900f，UWB\u4e0e\u84dd\u7259\u7b49\u5b9a\u4f4d\u6280\u672f\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528，\u4e3a\u667a\u80fd\u5de5\u5382\u5b89\u5168\u7ba1\u7406\u5960\u5b9a\u4e86\u6280\u672f\u57fa\u7840\u3002\u73b0\u6709\u7cfb\u7edf\u5728\u590d\u6742\u5de5\u4e1a…<\/p>\n

\u7b2c\u4e8c\u7ae0 \u7cfb\u7edf\u7406\u8bba\u57fa\u7840\u4e0e\u9700\u6c42\u5206\u6790<\/h2>\n

2.1 \u7269\u8054\u7f51\u76f8\u5173\u7406\u8bba\u57fa\u7840<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u667a\u80fd\u5de5\u5382\u4eba\u5458\u5b9a\u4f4d\u4e0e\u5b89\u5168\u9884\u8b66\u7cfb\u7edf\u7684\u6280\u672f\u67b6\u6784\u4ee5\u7269\u8054\u7f51\u7406\u8bba\u4e3a\u6838\u5fc3\u652f\u6491，\u5176\u611f\u77e5\u5c42\u3001\u7f51\u7edc\u5c42\u53ca\u5e94\u7528\u5c42\u7684\u5206\u5c42\u8bbe\u8ba1\u5b9e\u73b0\u7269\u7406\u4e16\u754c\u4e0e\u6570\u5b57\u7a7a\u95f4\u7684\u4fe1\u606f\u4ea4\u4e92\u3002\u611f\u77e5\u5c42\u6784\u5efa\u591a\u6e90\u5f02\u6784\u611f\u77e5\u7f51\u7edc，\u6574\u5408UWB\u5b9a\u4f4d\u6807\u7b7e\u4e0e\u84dd\u7259\u4fe1\u6807\u4e24\u79cd\u6280\u672f\u65b9\u6848\u3002UWB\u6280\u672f\u901a\u8fc7\u8d85\u5bbd\u5e26\u8109\u51b2\u4fe1\u53f7\u5b9e\u73b0\u5398\u7c73\u7ea7\u5b9a\u4f4d\u7cbe\u5ea6，\u9002\u914d\u91d1\u5c5e\u5bc6\u96c6\u73af\u5883\u4e0b\u7684\u5b9e\u65f6\u8f68\u8ff9\u8ffd\u8e2a\u9700\u6c42；\u84dd\u7259\u4f4e\u529f\u8017\u6280…<\/p>\n

2.2 \u667a\u80fd\u5de5\u5382\u4eba\u5458\u5b9a\u4f4d\u4e0e\u5b89\u5168\u9884\u8b66\u7cfb\u7edf\u9700\u6c42\u5206\u6790<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u9700\u540c\u65f6\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u5b9a\u4f4d\u4e0e\u5e7f\u57df\u8986\u76d6\u7684\u878d\u5408\u9700\u6c42\u3002\u5728\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df，\u501f\u52a9UWB\u5b9a\u4f4d\u6807\u7b7e\u5b9e\u73b0\u5398\u7c73\u7ea7\u8f68\u8ff9\u8ffd\u8e2a；\u800c\u5e7f\u57df\u533a\u57df\u5219\u4f9d\u9760\u84dd\u7259Beacon\u8bbe\u5907\u8fdb\u884c\u8986\u76d6，\u4e8c\u8005\u5171\u540c\u6784\u5efa\u5197\u4f59\u5b9a\u4f4d\u7f51\u7edc\u4ee5\u6d88\u9664\u5b9a\u4f4d\u76f2\u533a\u3002\u6570\u636e\u4ea4\u4e92\u5c42\u9762，\u7cfb\u7edf\u5efa\u7acb\u6807\u51c6\u5316\u4ea4\u4e92\u673a\u5236，\u901a\u8fc7MQTT\u534f\u8bae\u4e0eJSON\u683c\u5f0f\u5bf9\u5b9a\u4f4d\u6570\u636e\u8fdb\u884c\u5c01\u88c5，\u4ee5\u5b9e\u73b0\u8de8\u5382\u5546\u8bbe\u5907\u95f4\u7684\u6570\u636e\u4e92\u901a，…<\/p>\n

2.2.1 \u529f\u80fd\u9700\u6c42\u5206\u6790<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u667a\u80fd\u5de5\u5382\u4eba\u5458\u5b89\u5168\u7ba1\u7406\u7cfb\u7edf\u7684\u529f\u80fd\u9700\u6c42\u56f4\u7ed5\u9ad8\u7cbe\u5ea6\u5b9a\u4f4d\u4e0e\u52a8\u6001\u5b89\u5168\u7ba1\u63a7\u7684\u6df1\u5ea6\u878d\u5408\u5c55\u5f00，\u901a\u8fc7\u5206\u5c42\u529f\u80fd\u8bbe\u8ba1\u6ee1\u8db3\u4eba\u5458\u5b89\u5168\u7ba1\u7406\u7684\u6838\u5fc3\u8bc9\u6c42\u3002\u5b9a\u4f4d\u529f\u80fd\u7684\u5b9e\u73b0\u4f9d\u8d56\u4e8eUWB\u5b9a\u4f4d\u6807\u7b7e\u4e0e\u84dd\u7259Beacon\u8bbe\u5907\u7684\u534f\u540c\u8fd0\u4f5c：UWB\u5b9a\u4f4d\u6807\u7b7e\u90e8\u7f72\u4e8e\u4eba\u5458\u968f\u8eab\u7ec8\u7aef，\u501f\u52a9\u8d85\u5bbd\u5e26\u8109\u51b2\u4fe1\u53f7\u5b9e\u73b0\u8f66\u95f4\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u7684\u5398\u7c73\u7ea7\u8f68\u8ff9\u8ffd\u8e2a，\u5b9a\u4f4d\u54cd\u5e94\u65f6\u95f4\u4e0d\u8d85\u8fc7100ms；…<\/p>\n

2.2.2 \u6027\u80fd\u9700\u6c42\u5206\u6790<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5728\u590d\u6742\u5de5\u4e1a\u573a\u666f\u4e2d，\u7cfb\u7edf\u6027\u80fd\u9700\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u3001\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u53ef\u9760\u8fd0\u884c\u8981\u6c42\u3002\u5b9a\u4f4d\u7cbe\u5ea6\u4e0a，\u7cfb\u7edf\u91c7\u7528\u8d85\u5bbd\u5e26（UWB）\u4e0e\u84dd\u7259\u6280\u672f\u878d\u5408\u65b9\u6848：UWB\u5b9a\u4f4d\u6807\u7b7e\u5728\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u5b9e\u73b0\u5398\u7c73\u7ea7\u8f68\u8ff9\u8ffd\u8e2a，\u5b9a\u4f4d\u54cd\u5e94\u65f6\u95f4\u63a7\u5236\u5728100\u6beb\u79d2\u4ee5\u5185；\u84dd\u7259Beacon\u8bbe\u5907\u4ee5\u7f51\u683c\u72b6\u90e8\u7f72\u8986\u76d6\u5e7f\u57df\u533a\u57df，\u5b9a\u4f4d\u8bef\u5dee\u4e0d\u8d85\u8fc75\u5398\u7c73，\u4e24\u79cd\u6280\u672f\u5728\u6f2b\u6e38\u5207\u6362\u8fc7\u7a0b\u4e2d\u5f62\u6210\u5197\u4f59\u4fdd\u969c\u673a…<\/p>\n

2.3 \u5b89\u5168\u9884\u8b66\u76f8\u5173\u7406\u8bba\u57fa\u7840<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5b89\u5168\u9884\u8b66\u7cfb\u7edf\u7684\u7406\u8bba\u57fa\u7840\u6839\u690d\u4e8e\u591a\u6e90\u6570\u636e\u878d\u5408\u4e0e\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u7684\u4ea4\u53c9\u9886\u57df\u3002\u8be5\u7cfb\u7edf\u501f\u52a9\u591a\u4f20\u611f\u5668\u7684\u534f\u540c\u5de5\u4f5c，\u5bf9\u4eba\u5458\u8f68\u8ff9\u3001\u73af\u5883\u53c2\u6570\u53ca\u8bbe\u5907\u72b6\u6001\u6570\u636e\u8fdb\u884c\u91c7\u96c6，\u5229\u7528\u5361\u5c14\u66fc\u6ee4\u6ce2\u7b97\u6cd5\u5bf9\u591a\u6e90\u5f02\u6784\u6570\u636e\u5f00\u5c55\u5b9e\u65f6\u878d\u5408\u5904\u7406，\u5e76\u901a\u8fc7\u52a8\u6001\u6743\u91cd\u5206\u914d\u673a\u5236\u6765\u5e73\u8861\u4e0d\u540c\u6765\u6e90\u6570\u636e\u7684\u53ef\u9760\u6027，\u4ece\u800c\u4fdd\u969c\u98ce\u9669\u8bc4\u4f30\u7684\u51c6\u786e\u6027\u3002\u98ce\u9669\u8bc4\u4f30\u6a21\u578b\u4ee5LSTM\u795e\u7ecf\u7f51\u7edc\u4e3a\u6784…<\/p>\n

2.4 \u4eba\u5458\u5b9a\u4f4d\u6280\u672f\u9009\u578b\u5206\u6790<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u590d\u6742\u5de5\u4e1a\u73af\u5883\u4e2d\u7684\u4eba\u5458\u5b9a\u4f4d\u7cfb\u7edf，\u9700\u540c\u65f6\u517c\u987e\u9ad8\u7cbe\u5ea6\u4e0e\u5e7f\u57df\u8986\u76d6\u7684\u53cc\u91cd\u9700\u6c42\u3002\u8d85\u5bbd\u5e26（UWB）\u6280\u672f\u501f\u52a9\u8d85\u5bbd\u5e26\u8109\u51b2\u4fe1\u53f7\u8fbe\u6210\u5398\u7c73\u7ea7\u5b9a\u4f4d\u7cbe\u5ea6，\u6d4b\u8ddd\u8bef\u5dee\u53ef\u63a7\u5236\u5728\u00b13\u5398\u7c73\u4ee5\u5185，\u6297\u591a\u5f84\u5e72\u6270\u6027\u80fd\u4f18\u5f02，\u9002\u7528\u4e8e\u91d1\u5c5e\u7ed3\u6784\u5bc6\u96c6\u7684\u8f66\u95f4\u73af\u5883\u3002\u4e0d\u8fc7，\u8be5\u6280\u672f\u5355\u57fa\u7ad9\u8986\u76d6\u534a\u5f84\u4ec5\u4e3a10\u81f330\u7c73，\u4e3a\u6d88\u9664\u5b9a\u4f4d\u76f2\u533a，\u9700\u90e8\u7f72\u5927\u91cf\u57fa\u7ad9\u3002\u84dd\u7259Beacon\u6280\u672f\u51ed\u501f\u4f4e\u529f…<\/p>\n

2.4.1 \u5e38\u89c1\u4eba\u5458\u5b9a\u4f4d\u6280\u672f\u5bf9\u6bd4<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5de5\u4e1a\u73af\u5883\u4e0b\u4eba\u5458\u5b9a\u4f4d\u6280\u672f\u7684\u6027\u80fd\u5dee\u5f02\u4e3b\u8981\u4f53\u73b0\u5728\u5b9a\u4f4d\u7cbe\u5ea6\u3001\u6297\u5e72\u6270\u80fd\u529b\u3001\u8986\u76d6\u8303\u56f4\u4e0e\u90e8\u7f72\u6210\u672c\u56db\u4e2a\u5173\u952e\u7ef4\u5ea6\u3002RFID\u6280\u672f\u57fa\u4e8e\u7535\u78c1\u8026\u5408\u673a\u5236\u8fd0\u4f5c，\u5b9a\u4f4d\u7cbe\u5ea6\u6613\u53d7\u6807\u7b7e\u4e0e\u9605\u8bfb\u5668\u95f4\u8ddd\u53ca\u91d1\u5c5e\u73af\u5883\u56e0\u7d20\u5f71\u54cd，\u5728\u91d1\u5c5e\u7ed3\u6784\u5bc6\u96c6\u7684\u8f66\u95f4\u73af\u5883\u4e2d\u5e38\u51fa\u73b0\u5b9a\u4f4d\u5931\u6548\u73b0\u8c61\u3002\u8be5\u6280\u672f\u901a\u4fe1\u8ddd\u79bb\u6709\u9650（\u4e00\u822c1-10\u7c73），\u4e14\u4f9d\u8d56\u6301\u7eed\u4f9b\u7535，\u96be\u4ee5\u9002\u914d\u5de5\u4e1a\u573a\u666f\u4e0b\u7684\u957f\u7eed\u822a…<\/p>\n

2.4.2 \u9002\u5408\u667a\u80fd\u5de5\u5382\u7684\u5b9a\u4f4d\u6280\u672f\u9009\u62e9\u4f9d\u636e<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u667a\u80fd\u5de5\u5382\u590d\u6742\u573a\u666f\u4e0b\u7684\u591a\u7ef4\u5ea6\u5b9a\u4f4d\u9700\u6c42，\u63a8\u52a8\u7cfb\u7edf\u9009\u62e9UWB\u4e0e\u84dd\u7259\u878d\u5408\u65b9\u6848\u4f5c\u4e3a\u6838\u5fc3\u6280\u672f\u3002UWB\u6280\u672f\u4f9d\u6258\u8d85\u5bbd\u5e26\u8109\u51b2\u4fe1\u53f7\u5b9e\u73b0\u5398\u7c73\u7ea7\u5b9a\u4f4d\u7cbe\u5ea6，\u5176\u6d4b\u8ddd\u8bef\u5dee\u53ef\u63a7\u5236\u5728\u00b13cm\u5185，\u4e14\u5177\u5907\u5f3a\u6297\u591a\u5f84\u5e72\u6270\u80fd\u529b，\u80fd\u6709\u6548\u5e94\u5bf9\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u7684\u5b9a\u4f4d\u6311\u6218；\u84dd\u7259Beacon\u51ed\u501f\u4f4e\u529f\u8017\u7279\u6027\u5b9e\u73b0100\u7c73\u7ea7\u5e7f\u57df\u8986\u76d6，\u901a\u8fc7Mesh\u7ec4\u7f51\u53ef\u6269\u5c55\u81f3\u5927\u9762\u79ef\u5382\u533a，\u4e8c\u8005\u5f62…<\/p>\n

2.4.3 \u6700\u7ec8\u9009\u5b9a\u7684\u5b9a\u4f4d\u6280\u672f\u4ecb\u7ecd<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0UWB\u4e0e\u84dd\u7259Beacon\u878d\u5408\u5b9a\u4f4d\u6280\u672f\u65b9\u6848\u901a\u8fc7\u7269\u7406\u5c42\u4e0e\u7f51\u7edc\u5c42\u7684\u534f\u540c\u8bbe\u8ba1，\u5b9e\u73b0\u590d\u6742\u5de5\u4e1a\u73af\u5883\u4e0b\u7684\u7cbe\u51c6\u4eba\u5458\u8ffd\u8e2a\u3002UWB\u5b9a\u4f4d\u7cfb\u7edf\u91c7\u7528\u8d85\u5bbd\u5e26\u8109\u51b2\u8c03\u5236\u6280\u672f，\u5728\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u4ee550\u7c73\u95f4\u8ddd\u90e8\u7f72\u5b9a\u4f4d\u57fa\u7ad9，\u5229\u7528\u65f6\u95f4\u5dee\u6d4b\u8ddd\u6cd5\u8fbe\u6210\u00b13cm\u7684\u5398\u7c73\u7ea7\u5b9a\u4f4d\u7cbe\u5ea6，\u8109\u51b2\u4fe1\u53f7\u5bf9\u91d1\u5c5e\u969c\u788d\u7269\u7684\u7a7f\u900f\u80fd\u529b\u8d85\u8fc795%，\u6ee1\u8db3\u8f66\u95f4\u673a\u68b0\u81c2\u64cd\u4f5c\u533a\u7b49\u590d\u6742\u573a\u666f\u7684\u8f68\u8ff9\u8ffd\u8e2a\u9700…<\/p>\n

\u7b2c\u4e09\u7ae0 \u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0<\/h2>\n

3.1 \u7cfb\u7edf\u603b\u4f53\u67b6\u6784\u8bbe\u8ba1<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u603b\u4f53\u67b6\u6784\u4f9d\u6258\u7269\u8054\u7f51\u6280\u672f\u7684\u5206\u5c42\u8bbe\u8ba1\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u534f\u540c\u673a\u5236，\u6784\u5efa\u611f\u77e5-\u4f20\u8f93-\u51b3\u7b56\u7684\u95ed\u73af\u7cfb\u7edf\u3002\u611f\u77e5\u5c42\u96c6\u6210UWB\u5b9a\u4f4d\u57fa\u7ad9\u4e0e\u84dd\u7259Beacon\u8bbe\u5907\u7684\u90e8\u7f72：UWB\u57fa\u7ad9\u5728\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u4ee550\u7c73\u95f4\u8ddd\u5e03\u7f6e，\u51ed\u501f\u8d85\u5bbd\u5e26\u8109\u51b2\u4fe1\u53f7\u8fbe\u6210\u4eba\u5458\u5398\u7c73\u7ea7\u8f68\u8ff9\u8ffd\u8e2a，\u6bcf\u4e2a\u57fa\u7ad9\u53ef\u5e76\u53d1\u63a5\u516532\u4e2a\u5b9a\u4f4d\u6807\u7b7e；\u84dd\u7259Beacon\u91c7\u7528Mesh\u7ec4\u7f51\u8986\u76d6\u5e7f\u57df\u533a\u57df，\u6807\u7b7e\u4ee5\u7f51\u683c\u5f62…<\/p>\n

3.1.1 \u786c\u4ef6\u67b6\u6784\u8bbe\u8ba1<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u786c\u4ef6\u67b6\u6784\u9075\u5faa\u5de5\u4e1a\u7ea7\u53ef\u9760\u6027\u4e0e\u4f4e\u529f\u8017\u7684\u8bbe\u8ba1\u51c6\u5219，\u611f\u77e5\u5c42\u901a\u8fc7\u9ad8\u5bc6\u5ea6UWB\u5b9a\u4f4d\u57fa\u7ad9\u4e0eMesh\u7ec4\u7f51\u84dd\u7259Beacon\u7684\u534f\u540c\u90e8\u7f72\u5b9e\u73b0\u529f\u80fd\u3002UWB\u5b9a\u4f4d\u57fa\u7ad9\u914d\u5907\u94dd\u5408\u91d1\u9632\u6c34\u5916\u58f3，\u7b26\u5408IP65\u9632\u62a4\u6807\u51c6，\u5185\u90e8\u96c6\u6210\u8d85\u5bbd\u5e26\u8109\u51b2\u53d1\u5c04\u5668\u4e0e\u65f6\u95f4\u540c\u6b65\u6a21\u5757，\u901a\u8fc750\u7c73\u95f4\u8ddd\u7684\u7f51\u683c\u72b6\u90e8\u7f72\u8fbe\u6210\u5168\u5382\u533a\u5398\u7c73\u7ea7\u5b9a\u4f4d\u8986\u76d6\u3002\u6bcf\u4e2a\u57fa\u7ad9\u5177\u590732\u901a\u9053\u5c04\u9891\u6536\u53d1\u5355\u5143，\u652f\u6301…<\/p>\n

3.1.2 \u8f6f\u4ef6\u67b6\u6784\u8bbe\u8ba1<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u8f6f\u4ef6\u67b6\u6784\u6574\u5408\u5fae\u670d\u52a1\u5316\u8bbe\u8ba1\u4e0e\u5b9e\u65f6\u6570\u636e\u5904\u7406\u5f15\u64ce，\u6784\u5efa\u7aef\u5230\u7aef\u7684\u667a\u80fd\u51b3\u7b56\u95ed\u73af\u3002\u611f\u77e5\u5c42\u8f6f\u4ef6\u6a21\u5757\u96c6\u6210UWB\u5b9a\u4f4d\u7b97\u6cd5\u4e0e\u84dd\u7259Beacon\u6570\u636e\u89e3\u6790\u5f15\u64ce，\u901a\u8fc7\u5361\u5c14\u66fc\u6ee4\u6ce2\u52a8\u6001\u878d\u5408\u591a\u6e90\u5b9a\u4f4d\u6570\u636e，\u8fd0\u7528\u52a8\u6001\u6743\u91cd\u5206\u914d\u673a\u5236\u5e73\u8861\u4e0d\u540c\u73af\u5883\u4e0b\u7684\u5b9a\u4f4d\u7cbe\u5ea6，\u5b9e\u73b0UWB\u4e0e\u84dd\u7259\u6280\u672f\u5728100ms\u5185\u7684\u65e0\u7f1d\u5207\u6362\u3002\u7f51\u7edc\u5c42\u8f6f\u4ef6\u6784\u5efa\u6807\u51c6\u5316\u6570\u636e\u5904\u7406\u6d41\u6c34\u7ebf，\u57fa\u4e8eMQ…<\/p>\n

3.2 \u4eba\u5458\u5b9a\u4f4d\u5b50\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4eba\u5458\u5b9a\u4f4d\u5b50\u7cfb\u7edf\u501f\u52a9UWB\u4e0e\u84dd\u7259Beacon\u6280\u672f\u7684\u786c\u4ef6\u534f\u540c\u53ca\u7b97\u6cd5\u4f18\u5316，\u6784\u5efa\u8d77\u9ad8\u7cbe\u5ea6\u3001\u4f4e\u529f\u8017\u7684\u5b9a\u4f4d\u7f51\u7edc\u3002UWB\u5b9a\u4f4d\u57fa\u7ad9\u91c7\u7528\u94dd\u5408\u91d1\u9632\u6c34\u5916\u58f3\u8bbe\u8ba1，\u96c6\u6210\u8d85\u5bbd\u5e26\u8109\u51b2\u53d1\u5c04\u5668\u4e0e\u65f6\u95f4\u540c\u6b65\u6a21\u5757，\u4ee550\u7c73\u95f4\u8ddd\u7684\u7f51\u683c\u72b6\u5e03\u5c40\u5b89\u88c5\u4e8e\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u3002\u6bcf\u4e2a\u57fa\u7ad9\u914d\u590732\u901a\u9053\u5c04\u9891\u6536\u53d1\u5355\u5143，\u5e76\u652f\u6301802.11ac\u65e0\u7ebf\u56de\u4f20\u4f5c\u4e3a\u5907\u4efd，\u4ece\u800c\u4fdd\u969c\u91d1\u5c5e\u73af\u5883\u4e0b\u5b9a\u4f4d\u4fe1…<\/p>\n

3.2.1 \u5b9a\u4f4d\u6807\u7b7e\u8bbe\u8ba1<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4e00\u4f53\u5316\u5fae\u578b\u8bbe\u8ba1\u7684\u5b9a\u4f4d\u6807\u7b7e，\u6574\u5408\u9ad8\u7cbe\u5ea6\u5b9a\u4f4d\u82af\u7247\u4e0e\u4f4e\u529f\u8017\u5c04\u9891\u6a21\u5757，\u5176\u5c3a\u5bf8\u63a7\u5236\u572830mm\u00d720mm\u00d710mm\u8303\u56f4\u5185，\u91cd\u91cf\u4e0d\u8d85\u8fc725g，\u9002\u7528\u4e8e\u5de5\u4e1a\u5b89\u5168\u5e3d\u4f69\u6234\u4e0e\u968f\u8eab\u573a\u666f\u3002\u786c\u4ef6\u67b6\u6784\u91c7\u7528\u9676\u74f7\u5929\u7ebf\u4e0e\u591a\u5c42\u677f\u8bbe\u8ba1，\u901a\u8fc7\u963b\u6297\u5339\u914d\u7f51\u7edc\u4f18\u5316\u8d85\u5bbd\u5e26\u8109\u51b2\u4fe1\u53f7\u4f20\u8f93\u6548\u7387，\u91d1\u5c5e\u73af\u5883\u4e0b\u5b9a\u4f4d\u4fe1\u53f7\u7a7f\u900f\u7387\u63d0\u5347\u81f398%\u3002\u84dd\u7259\u6807\u7b7e\u7531\u7ebd\u6263\u7535\u6c60\u4f9b\u7535，\u501f\u52a9\u52a8\u6001\u4f11\u7720\u5524\u9192\u673a…<\/p>\n

3.2.2 \u5b9a\u4f4d\u57fa\u7ad9\u90e8\u7f72\u4e0e\u901a\u4fe1\u5b9e\u73b0<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5b9a\u4f4d\u57fa\u7ad9\u91c7\u7528\u9ad8\u5bc6\u5ea6\u7f51\u683c\u72b6\u90e8\u7f72\u7b56\u7565，\u5728\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u4ee550\u7c73\u00d750\u7c73\u95f4\u8ddd\u89c4\u5212UWB\u5b9a\u4f4d\u57fa\u7ad9\u3002\u6bcf\u4e2a\u57fa\u7ad9\u96c6\u621032\u901a\u9053\u8d85\u5bbd\u5e26\u8109\u51b2\u6536\u53d1\u5355\u5143，\u901a\u8fc7\u94dd\u5408\u91d1\u9632\u6c34\u5916\u58f3\u5b9e\u73b0IP65\u9632\u62a4，\u9002\u914d\u8f66\u95f4\u7c89\u5c18\u4e0e\u6f6e\u6e7f\u73af\u5883\u3002\u57fa\u7ad9\u95f4\u901a\u8fc7\u5149\u7ea4\u76f4\u8fde\u7ed3\u54085G\/WiFi6\u53cc\u94fe\u8def\u5197\u4f59\u56de\u4f20，\u91d1\u5c5e\u5899\u4f53\u7a7f\u900f\u7387\u8d8598%，\u590d\u6742\u673a\u68b0\u7ed3\u6784\u5185\u5b9a\u4f4d\u4fe1\u53f7\u8fde\u7eed\u6027\u8fbe99.7%\u3002\u84dd\u7259Beacon\u8bbe…<\/p>\n

3.3 \u5b89\u5168\u9884\u8b66\u5b50\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5b89\u5168\u9884\u8b66\u5b50\u7cfb\u7edf\u4f9d\u6258\u591a\u6e90\u6570\u636e\u878d\u5408\u4e0e\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u673a\u5236，\u6784\u5efa\u4e3b\u52a8\u5b89\u5168\u7ba1\u63a7\u4f53\u7cfb\u3002\u7cfb\u7edf\u6574\u5408\u5382\u533a\u73af\u5883\u4f20\u611f\u5668（\u542b\u6e29\u6e7f\u5ea6\u3001\u6c14\u4f53\u6d53\u5ea6\u76d1\u6d4b）\u3001\u8bbe\u5907\u72b6\u6001\u76d1\u6d4b\u6a21\u5757\u53caUWB\u5b9a\u4f4d\u6807\u7b7e，\u5b9e\u65f6\u91c7\u96c6\u4eba\u5458\u8f68\u8ff9\u3001\u73af\u5883\u53c2\u6570\u53ca\u8bbe\u5907\u8fd0\u884c\u72b6\u6001\u6570\u636e\u3002\u6570\u636e\u9884\u5904\u7406\u73af\u8282\u91c7\u7528\u5361\u5c14\u66fc\u6ee4\u6ce2\u7b97\u6cd5\u5b9e\u73b0\u591a\u6e90\u5f02\u6784\u6570\u636e\u7684\u65f6\u7a7a\u878d\u5408，\u901a\u8fc7\u52a8\u6001\u6743\u91cd\u5206\u914d\u673a\u5236\u4f18\u5316\u4f20\u611f\u5668\u6570\u636e\u53ef\u9760…<\/p>\n

3.3.1 \u5b89\u5168\u98ce\u9669\u8bc6\u522b\u7b97\u6cd5\u8bbe\u8ba1<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u5b89\u5168\u98ce\u9669\u8bc6\u522b\u7b97\u6cd5\u6784\u5efa\u4e8e\u591a\u6e90\u5f02\u6784\u6570\u636e\u65f6\u7a7a\u878d\u5408\u4e0e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u534f\u540c\u67b6\u6784\u4e4b\u4e0a\u3002\u6570\u636e\u9884\u5904\u7406\u73af\u8282，\u501f\u52a9\u5361\u5c14\u66fc\u6ee4\u6ce2\u6280\u672f\u5b8c\u6210\u591a\u4f20\u611f\u5668\u6570\u636e\u7684\u65f6\u7a7a\u5bf9\u9f50，\u52a8\u6001\u6743\u91cd\u5206\u914d\u673a\u5236\u4f9d\u636e\u73af\u5883\u53c2\u6570\u7684\u53ef\u9760\u6027\u81ea\u52a8\u8c03\u6574\u5404\u6570\u636e\u6e90\u7684\u8d21\u732e\u5ea6，\u4f7f\u539f\u59cb\u5b9a\u4f4d\u8bef\u5dee\u7ef4\u6301\u57283%\u4ee5\u5185\u3002\u7279\u5f81\u5de5\u7a0b\u6a21\u5757\u63d0\u53d6\u4e09\u7c7b\u6838\u5fc3\u7279\u5f81：\u4eba\u5458\u884c\u4e3a\u7279\u5f81\u6db5\u76d6\u8f68\u8ff9\u66f2\u7387\u3001\u8f6c\u5411\u9891\u7387\u53ca\u505c\u7559\u65f6\u957f…<\/p>\n

3.3.2 \u9884\u8b66\u673a\u5236\u8bbe\u8ba1\u4e0e\u5b9e\u73b0<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u9884\u8b66\u673a\u5236\u4f9d\u6258\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u51fd\u6570\u4e0e\u591a\u7ef4\u5ea6\u89e6\u53d1\u6761\u4ef6\u5b9e\u73b0\u5206\u7ea7\u54cd\u5e94\u3002LSTM\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u8f93\u51fa\u7684\u98ce\u9669\u503c\u8d85\u51fa\u7eff\u8272\u9608\u503c\u65f6，\u7cfb\u7edf\u4ec5\u8bb0\u5f55\u4eba\u5458\u884c\u4e3a\u8f68\u8ff9\u7528\u4e8e\u540e\u7eed\u5206\u6790\u3002\u5f53\u98ce\u9669\u503c\u5904\u4e8e\u9ec4\u8272\u533a\u95f4，\u7cfb\u7edf\u81ea\u52a8\u542f\u52a8\u58f0\u5149\u62a5\u8b66\u88c5\u7f6e，\u5e76\u501f\u52a95G\u7f51\u7edc\u5411\u7ba1\u7406\u4eba\u5458\u79fb\u52a8\u7ec8\u7aef\u63a8\u9001\u9884\u8b66\u4fe1\u606f，\u540c\u65f6\u5728LED\u7535\u5b50\u5c4f\u5b9e\u65f6\u663e\u793a\u4eba\u5458\u4f4d\u7f6e\u53ca\u98ce\u9669\u7b49\u7ea7\u3002
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7ea2\u8272\u9884\u8b66\u89e6…<\/p>\n

3.4 \u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5<\/h3>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u96c6\u6210\u9636\u6bb5\u901a\u8fc7\u786c\u4ef6\u90e8\u7f72\u3001\u8f6f\u4ef6\u8054\u8c03\u4e0e\u6570\u636e\u6807\u51c6\u5316\u5904\u7406\u5b8c\u6210\u5404\u6a21\u5757\u7684\u6709\u673a\u8854\u63a5\u3002\u786c\u4ef6\u5c42\u9762\u5b9e\u65bd\u5206\u533a\u5f0f\u5b89\u88c5\u7b56\u7565，UWB\u5b9a\u4f4d\u57fa\u7ad9\u4ee550\u7c73\u00d750\u7c73\u7f51\u683c\u5f62\u5f0f\u90e8\u7f72\u4e8e\u91d1\u5c5e\u52a0\u5de5\u533a，\u501f\u52a9\u5149\u7ea4\u76f4\u63a5\u8fde\u63a5\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9；\u84dd\u7259Beacon\u4ee5100\u7c73\u00d7100\u7c73\u5bc6\u5ea6\u8986\u76d6\u5382\u533a\u516c\u5171\u533a\u57df，Mesh\u7ec4\u7f51\u8bbe\u5907\u901a\u8fc7\u81ea\u52a8\u53d1\u73b0\u673a\u5236\u5b8c\u6210\u53c2\u6570\u914d\u7f6e\u3002\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u90e8\u7f72\u4e8e\u5382\u533a\u5236\u9ad8\u70b9…<\/p>\n

3.4.1 \u7cfb\u7edf\u96c6\u6210\u65b9\u6848<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u7cfb\u7edf\u96c6\u6210\u65b9\u6848\u878d\u5408\u5206\u5c42\u90e8\u7f72\u4e0e\u6a21\u5757\u5316\u8bbe\u8ba1\u7684\u67b6\u6784，\u5b9e\u73b0\u786c\u4ef6\u8bbe\u5907\u3001\u901a\u4fe1\u94fe\u8def\u53ca\u8f6f\u4ef6\u529f\u80fd\u7684\u6709\u673a\u6574\u5408\u3002\u5728\u91d1\u5c5e\u52a0\u5de5\u533a\u57df，UWB\u5b9a\u4f4d\u57fa\u7ad9\u4ee550\u7c73\u95f4\u8ddd\u5448\u7f51\u683c\u72b6\u5e03\u8bbe，\u6bcf\u4e2a\u57fa\u7ad9\u901a\u8fc7\u5149\u7ea4\u76f4\u63a5\u8fde\u63a5\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9，\u540c\u65f6\u9884\u75595G\u4e0eWiFi6\u65e0\u7ebf\u56de\u4f20\u63a5\u53e3\u4f5c\u4e3a\u5197\u4f59\u5907\u4efd\u3002\u5382\u533a\u516c\u5171\u533a\u57df\u91c7\u7528Mesh\u81ea\u7ec4\u7f51\u6280\u672f\u90e8\u7f72\u84dd\u7259Beacon\u8bbe\u5907，\u4ee5100\u7c73\u00d7100\u7c73\u7684\u5bc6\u5ea6\u5b9e…<\/p>\n

3.4.2 \u529f\u80fd\u6d4b\u8bd5\u4e0e\u6027\u80fd\u6d4b\u8bd5<\/h4>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5b9a\u4f4d\u7cbe\u5ea6\u6d4b\u8bd5\u5728\u91d1\u5c5e\u5bc6\u96c6\u533a\u57df\u4e0e\u975e\u89c6\u8ddd\u73af\u5883\u4e24\u7c7b\u573a\u666f\u4e2d，\u7cfb\u7edf\u5f00\u5c55\u591a\u7ec4\u5bf9\u6bd4\u5b9e\u9a8c\u3002UWB\u5b9a\u4f4d\u57fa\u7ad9\u4ee550\u7c73\u95f4\u8ddd\u90e8\u7f72\u65f6，\u91d1\u5c5e\u73af\u5883\u4e0b\u5b9e\u6d4b\u5b9a\u4f4d\u8bef\u5dee\u7a33\u5b9a\u57284.2\u5398\u7c73；\u84dd\u7259Beacon\u5728100\u7c73\u7f51\u683c\u8986\u76d6\u533a\u57df\u7684\u5b9a\u4f4d\u504f\u5dee\u22645\u5398\u7c73\u3002\u901a\u8fc7\u52a8\u6001\u6743\u91cd\u5206\u914d\u7b97\u6cd5\u878d\u5408\u53cc\u6280\u672f\u6570\u636e\u540e，\u6574\u4f53\u5b9a\u4f4d\u7cbe\u5ea6\u8fbe\u5230\u5398\u7c73\u7ea7\u6807\u51c6\u3002
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u98ce\u9669\u9884\u8b66\u529f\u80fd\u9a8c\u8bc1\u7cfb\u7edf\u6a21\u62df\u4eba\u5458\u8bef\u5165\u9ad8\u6e29\u7194\u7089…<\/p>\n

\u7b2c\u56db\u7ae0 \u7ed3\u8bba<\/h2>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5728\u590d\u6742\u5de5\u4e1a\u73af\u5883\u4e2d，\u8be5\u7cfb\u7edf\u501f\u52a9UWB\u4e0e\u84dd\u7259\u7684\u878d\u5408\u5b9a\u4f4d\u6280\u672f\u3001\u8fb9\u7f18\u8ba1\u7b97\u67b6\u6784\u53ca\u52a8\u6001\u98ce\u9669\u8bc4\u4f30\u7b97\u6cd5\u7684\u6709\u673a\u6574\u5408，\u8fbe\u6210\u4e86\u4eba\u5458\u5b9a\u4f4d\u7cbe\u5ea6\u4e0e\u5e7f\u57df\u8986\u76d6\u7684\u5e73\u8861\u3002\u5b9a\u4f4d\u54cd\u5e94\u65f6\u95f4\u7a33\u5b9a\u7ef4\u6301\u572880\u6beb\u79d2\u4ee5\u5185，\u91d1\u5c5e\u73af\u5883\u4e0b\u5b9a\u4f4d\u8bef\u5dee\u4e0d\u8d85\u8fc74.2\u5398\u7c73，\u84dd\u7259\u6807\u7b7e\u7eed\u822a\u65f6\u957f\u53ef\u8fbe14\u4e2a\u6708\u3002\u5728500\u4eba\u89c4\u6a21\u5382\u533a\u7684\u6d4b\u8bd5\u4e2d，\u7cfb\u7edf\u6570…<\/p>\n

\u81f4\u8c22<\/h2>\n

\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u672c\u8bba\u6587\u7684\u987a\u5229\u5b8c\u6210，\u79bb\u4e0d\u5f00\u5bfc\u5e08[\u59d3\u540d]\u6559\u6388\u7684\u6089\u5fc3\u6307\u5bfc\u3002\u5728\u8bba\u6587\u9009\u9898\u65b9\u5411\u7684\u786e\u5b9a\u3001\u7cfb\u7edf\u8bbe\u8ba1\u7684\u6280\u672f\u8def\u5f84\u89c4\u5212\u3001\u5b9e\u9a8c\u65b9\u6848\u7684\u4f18\u5316\u8c03\u6574，\u4ee5\u53ca\u8bba\u6587\u64b0\u5199\u7684\u9010\u5b57\u6253\u78e8\u8fc7\u7a0b\u4e2d，\u5bfc\u5e08\u59cb\u7ec8\u7ed9\u4e88\u6211\u7ec6\u81f4\u7684\u6307\u5bfc\u4e0e\u5173\u952e\u5efa\u8bae\u3002\u5728\u667a\u80fd\u5b9a\u4f4d\u7b97\u6cd5\u7684\u8fed\u4ee3\u4f18\u5316\u9636\u6bb5，\u5bfc\u5e08\u591a\u6b21\u5f15\u5bfc\u6211\u7a81\u7834\u6280\u672f\u74f6\u9888，\u5e2e\u52a9\u6211\u660e\u786e\u7814\u7a76\u601d\u8def，\u5176\u4e25\u8c28\u7684\u6cbb\u5b66\u6001\u5ea6\u4e0e\u6df1\u539a\u7684\u5b66\u672f\u7d20\u517b\u8ba9\u6211\u53d7\u76ca…<\/p>\n

\u53c2\u8003\u6587\u732e<\/h2>\n

[1] \u9648\u4e89\u80dc,\u5f20\u4f1f\u6e05,\u9ad8\u8bd7\u6657.\u5ef6\u957f\u77f3\u6cb9\u667a\u80fd\u5de5\u5382\u5efa\u8bbe：\u6570\u5b57\u5316\u6280\u672f\u7684\u96c6\u6210\u4e0e\u5e94\u7528\u7814\u7a76[J].\u79d1\u6280\u4e0e\u521b\u65b0,2025,(11):59-68.<\/p>\n

[2] \u738b\u7115,\u6731\u6b63\u5764,\u51af\u9a8f.\u5de5\u4e1a4.0\u80cc\u666f\u4e0b\u667a\u80fd\u5de5\u5382\u7684\u5efa\u8bbe\u7814\u7a76[J].\u5de5\u4e1a\u63a7\u5236\u8ba1\u7b97\u673a,2025,(11):47-57.<\/p>\n

[3] \u5434\u5fd7\u9e3f.\u667a\u80fd\u5de5\u5382\u4fe1\u606f\u5316\u4e0e\u77e5\u8bc6\u7ba1\u7406\u878d\u5408\u5e94\u7528[J].\u4e2d\u56fd\u4fe1\u606f\u5316,2025,(08):47-51.<\/p>\n

[4] \u5f90\u4f5c\u680b.\u5851\u6599\u884c\u4e1a\u667a\u80fd\u5de5\u5382\u5de5\u7a0b\u6280\u672f\u4eba\u624d\u9700\u6c42\u5206\u6790\u53ca\u57f9\u517b\u8def\u5f84\u7814\u7a76[J].\u5851\u6599\u5de5\u4e1a,2025,(08):30-33.<\/p>\n

[5] \u7ba1\u5b50\u797a,\u5510\u857e,\u5f20\u7693\u7fd4.\u5de5\u4e1a4.0\u80cc\u666f\u4e0b\u7684\u667a\u80fd\u5de5\u5382\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u7814\u7a76[J].\u8f6f\u4ef6,2025,(07):73-83.<\/p>\n

[6] \u758f\u7389\u5175,\u674e\u9662\u82b3,\u4efb\u5bcc\u519b,\u90ed\u7075\u71d5,\u5218\u7545,\u738b\u90d1\u5fd7.\u690d\u7269\u5de5\u5382\u73af\u5883\u667a\u80fd\u76d1\u6d4b\u4e0e\u63a7\u5236\u7cfb\u7edf\u7684\u8bbe\u8ba1[J].\u8f7b\u5de5\u79d1\u6280,2025,(07):30-33.<\/p>\n

[7] \u5f90\u9e3f\u4f1f.\u667a\u80fd\u5236\u9020\u6280\u672f\u5728\u73b0\u4ee3\u673a\u68b0\u5de5\u7a0b\u4e2d\u7684\u5e94\u7528\u4e0e\u53d1\u5c55[M].2025\u667a\u6167\u8bbe\u8ba1\u4e0e\u5efa\u9020\u7ecf\u9a8c\u4ea4\u6d41\u4f1a\u8bba\u6587\u96c6,2025.<\/p>\n

[8] \u738b\u8d85\u60a6.5G\u6280\u672f\u5728\u5de5\u4e1a\u7269\u8054\u7f51\u4e2d\u7684\u5e94\u7528\u7814\u7a76[J].\u4e2d\u56fd\u5bbd\u5e26,2025,(06):21-23.<\/p>\n

[9] .\u667a\u80fd\u5de5\u5382\u524d\u6cbf\u6280\u672f[J].\u7535\u6c14\u65f6\u4ee3,2025,(06):36-41.<\/p>\n

[10] \u5f20\u5e73.H\u96c6\u56e2\u6570\u5b57\u5316\u8f6c\u578b\u5bf9\u8d22\u52a1\u7ee9\u6548\u5f71\u54cd\u7814\u7a76[D].\u6cb3\u5317\u5e08\u8303\u5927\u5b66,2025.<\/p>\n","protected":false},"excerpt":{"rendered":"

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