{"id":35769,"date":"2025-05-06T17:16:08","date_gmt":"2025-05-06T09:16:08","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/35769.html"},"modified":"2025-05-06T17:16:08","modified_gmt":"2025-05-06T09:16:08","slug":"matlab%e9%80%9a%e8%bf%8750%e4%b8%aamatlab%e7%a8%8b%e5%ba%8f%e7%90%86%e8%a7%a3%e4%bf%a1%e5%8f%b7%e4%b8%8e%e7%b3%bb%e7%bb%9f%e7%9a%84%e6%a0%b8%e5%bf%83%e6%a6%82%e5%bf%b5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/35769.html","title":{"rendered":"[MATLAB]\u901a\u8fc750\u4e2aMATLAB\u7a0b\u5e8f\u7406\u89e3\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u6838\u5fc3\u6982\u5ff5"},"content":{"rendered":"<h2 style=\"text-align:center\">\u901a\u8fc750\u4e2aMATLAB\u7a0b\u5e8f\u7406\u89e3\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u6838\u5fc3\u6982\u5ff5<\/h2>\n<\/p>\n<p>&nbsp; &nbsp; &nbsp; &nbsp;\u6458\u8981\uff1a\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u662f\u7535\u6c14\u5de5\u7a0b\u3001\u901a\u4fe1\u5de5\u7a0b\u548c\u63a7\u5236\u5de5\u7a0b\u7b49\u9886\u57df\u7684\u6838\u5fc3\u8bfe\u7a0b\uff0c\u6db5\u76d6\u4e86\u4fe1\u53f7\u7684\u8868\u793a\u3001\u53d8\u6362\u3001\u7cfb\u7edf\u5206\u6790\u53ca\u6ee4\u6ce2\u7b49\u57fa\u672c\u6982\u5ff5\u3002MATLAB \u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u5e7f\u6cdb\u7528\u4e8e\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u6559\u5b66\u548c\u7814\u7a76\uff0c\u56e0\u4e3a\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u4fe1\u53f7\u5904\u7406\u5de5\u5177\u7bb1\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002\u4ee5\u4e0b\u662f 50 \u4e2a MATLAB \u4ee3\u7801\u793a\u4f8b\uff0c\u65e8\u5728\u901a\u8fc7\u5b9e\u8df5\u5e2e\u52a9\u4f60\u6df1\u5165\u7406\u89e3\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u7cbe\u9ad3\u3002\u8fd9\u4e9b\u793a\u4f8b\u8986\u76d6\u4e86\u4fe1\u53f7\u751f\u6210\u3001\u65f6\u57df\u548c\u9891\u57df\u5206\u6790\u3001\u7cfb\u7edf\u54cd\u5e94\u3001\u6ee4\u6ce2\u5668\u8bbe\u8ba1\u7b49\u5173\u952e\u4e3b\u9898\u3002\u6bcf\u4e2a\u793a\u4f8b\u90fd\u5305\u542b\u7b80\u8981\u8bf4\u660e\u548c\u6838\u5fc3\u4ee3\u7801\uff0c\u6ce8\u91ca\u89e3\u91ca\u4e86\u5173\u952e\u6b65\u9aa4\u548c\u7406\u8bba\u80cc\u666f\u3002<\/p>\n<p>&nbsp; &nbsp; &nbsp; &nbsp;\u7531\u4e8e\u7bc7\u5e45\u9650\u5236\uff0c\u6bcf\u4e2a\u4ee3\u7801\u793a\u4f8b\u90fd\u4ee5\u6838\u5fc3\u529f\u80fd\u4e3a\u4e3b\uff0c\u5b8c\u6574\u8fd0\u884c\u53ef\u80fd\u9700\u8981 MATLAB \u73af\u5883\u548c\u76f8\u5173\u5de5\u5177\u7bb1\uff08\u5982 Signal Processing Toolbox\uff09\u3002\u8fd9\u4e9b\u4ee3\u7801\u9002\u5408\u521d\u5b66\u8005\u548c\u4e2d\u7ea7\u7528\u6237\uff0c\u5e2e\u52a9\u4f60\u4ece\u57fa\u7840\u5230\u8fdb\u9636\u638c\u63e1\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u6838\u5fc3\u6982\u5ff5\u3002\u5982\u679c\u4f60\u6709\u7279\u5b9a\u9700\u6c42\u6216\u9700\u8981\u66f4\u8be6\u7ec6\u7684\u89e3\u91ca\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u8ba8\u8bba\u3002<\/p>\n<hr>\n<h3>1. \u4fe1\u53f7\u751f\u6210\u4e0e\u57fa\u672c\u64cd\u4f5c<\/h3>\n<h4>1.1 \u6b63\u5f26\u4fe1\u53f7\u751f\u6210<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u751f\u6210\u4e00\u4e2a\u6b63\u5f26\u4fe1\u53f7\u5e76\u53ef\u89c6\u5316\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u6b63\u5f26\u4fe1\u53f7\u662f\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u4e2d\u6700\u57fa\u672c\u7684\u4fe1\u53f7\u5f62\u5f0f\uff0c\u7528\u4e8e\u5206\u6790\u7cfb\u7edf\u7684\u9891\u7387\u54cd\u5e94\u3002<\/li>\n<\/ul>\n<p>% \u53c2\u6570\u8bbe\u7f6e<br \/>\nfs = 1000; % \u91c7\u6837\u9891\u7387 (Hz)<br \/>\nt = 0:1\/fs:1; % \u65f6\u95f4\u5411\u91cf (1\u79d2)<br \/>\nf = 5; % \u4fe1\u53f7\u9891\u7387 (Hz)<br \/>\nA = 1; % \u5e45\u5ea6<\/p>\n<p>% \u751f\u6210\u6b63\u5f26\u4fe1\u53f7<br \/>\nx = A * sin(2 * pi * f * t);<\/p>\n<p>% \u7ed8\u56fe<br \/>\nplot(t, x);<br \/>\nxlabel(\\&#8217;Time (s)\\&#8217;);<br \/>\nylabel(\\&#8217;Amplitude\\&#8217;);<br \/>\ntitle(\\&#8217;Sinusoidal Signal (5 Hz)\\&#8217;);<br \/>\ngrid on;<\/p>\n<h4>1.2 \u65b9\u6ce2\u4fe1\u53f7\u751f\u6210<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u751f\u6210\u4e00\u4e2a\u65b9\u6ce2\u4fe1\u53f7\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u65b9\u6ce2\u5305\u542b\u4e30\u5bcc\u7684\u8c10\u6ce2\u5206\u91cf\uff0c\u7528\u4e8e\u5206\u6790\u7cfb\u7edf\u7684\u975e\u7ebf\u6027\u54cd\u5e94\u3002<\/li>\n<\/ul>\n<p>fs = 1000; % \u91c7\u6837\u9891\u7387<br \/>\nt = 0:1\/fs:1; % \u65f6\u95f4\u5411\u91cf<br \/>\nf = 5; % \u9891\u7387 (Hz)<\/p>\n<p>% \u751f\u6210\u65b9\u6ce2<br \/>\nx = square(2 * pi * f * t);<\/p>\n<p>% \u7ed8\u56fe<br \/>\nplot(t, x);<br \/>\nxlabel(\\&#8217;Time (s)\\&#8217;);<br \/>\nylabel(\\&#8217;Amplitude\\&#8217;);<br \/>\ntitle(\\&#8217;Square Wave (5 Hz)\\&#8217;);<br \/>\ngrid on;<\/p>\n<h4>1.3 \u4fe1\u53f7\u53e0\u52a0<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u53e0\u52a0\u4e24\u4e2a\u4e0d\u540c\u9891\u7387\u7684\u6b63\u5f26\u4fe1\u53f7\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u4fe1\u53f7\u53e0\u52a0\u662f\u7ebf\u6027\u7cfb\u7edf\u5206\u6790\u7684\u57fa\u7840\u3002<\/li>\n<\/ul>\n<p>fs = 1000;<br \/>\nt = 0:1\/fs:1;<br \/>\nf1 = 5; % \u7b2c\u4e00\u4e2a\u9891\u7387<br \/>\nf2 = 10; % \u7b2c\u4e8c\u4e2a\u9891\u7387<\/p>\n<p>% \u751f\u6210\u5e76\u53e0\u52a0\u4fe1\u53f7<br \/>\nx1 = sin(2 * pi * f1 * t);<br \/>\nx2 = sin(2 * pi * f2 * t);<br \/>\nx = x1 + x2;<\/p>\n<p>% \u7ed8\u56fe<br \/>\nplot(t, x);<br \/>\nxlabel(\\&#8217;Time (s)\\&#8217;);<br \/>\nylabel(\\&#8217;Amplitude\\&#8217;);<br \/>\ntitle(\\&#8217;Superimposed Sinusoids (5 Hz + 10 Hz)\\&#8217;);<br \/>\ngrid on;<\/p>\n<h4>1.4 \u4fe1\u53f7\u79fb\u4f4d<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u5b9e\u73b0\u4fe1\u53f7\u7684\u65f6\u95f4\u79fb\u4f4d\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u65f6\u95f4\u79fb\u4f4d\u662f\u4fe1\u53f7\u64cd\u4f5c\u7684\u57fa\u7840\uff0c\u5f71\u54cd\u7cfb\u7edf\u7684\u56e0\u679c\u6027\u3002<\/li>\n<\/ul>\n<p>fs = 1000;<br \/>\nt = -1:1\/fs:1;<br \/>\nf = 5;<\/p>\n<p>% \u751f\u6210\u539f\u59cb\u4fe1\u53f7<br \/>\nx = sin(2 * pi * f * t);<br \/>\nt_shifted = t + 0.2; % \u65f6\u95f4\u53f3\u79fb 0.2 \u79d2<\/p>\n<p>% \u7ed8\u56fe<br \/>\nplot(t, x, \\&#8217;b\\&#8217;, t_shifted, x, \\&#8217;r&#8211;\\&#8217;);<br \/>\nxlabel(\\&#8217;Time (s)\\&#8217;);<br \/>\nylabel(\\&#8217;Amplitude\\&#8217;);<br \/>\ntitle(\\&#8217;Time-Shifted Sinusoid (0.2s Shift)\\&#8217;);<br \/>\nlegend(\\&#8217;Original\\&#8217;, \\&#8217;Shifted\\&#8217;);<br \/>\ngrid on;<\/p>\n<h4>1.5 \u4fe1\u53f7\u7f29\u653e<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u5b9e\u73b0\u4fe1\u53f7\u7684\u5e45\u5ea6\u548c\u65f6\u95f4\u7f29\u653e\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u7f29\u653e\u5f71\u54cd\u4fe1\u53f7\u7684\u80fd\u91cf\u548c\u9891\u7387\u7279\u6027\u3002<\/li>\n<\/ul>\n<p>fs = 1000;<br \/>\nt = 0:1\/fs:1;<br \/>\nf = 5;<\/p>\n<p>% \u539f\u59cb\u4fe1\u53f7<br \/>\nx = sin(2 * pi * f * t);<br \/>\n% \u5e45\u5ea6\u7f29\u653e (2\u500d)<br \/>\nx_amp_scaled = 2 * x;<br \/>\n% \u65f6\u95f4\u7f29\u653e (2\u500d\u9891\u7387)<br \/>\nt_time_scaled = t \/ 2;<\/p>\n<p>% \u7ed8\u56fe<br \/>\nsubplot(2,1,1);<br \/>\nplot(t, x, \\&#8217;b\\&#8217;, t, x_amp_scaled, \\&#8217;r&#8211;\\&#8217;);<br \/>\nxlabel(\\&#8217;Time (s)\\&#8217;);<br \/>\nylabel(\\&#8217;Amplitude\\&#8217;);<br \/>\ntitle(\\&#8217;Amplitude Scaling (2x)\\&#8217;);<br \/>\nlegend(\\&#8217;Original\\&#8217;, \\&#8217;Scaled\\&#8217;);<br \/>\ngrid on;<\/p>\n<p>subplot(2,1,2);<br \/>\nplot(t, x, \\&#8217;b\\&#8217;, t_time_scaled, x, \\&#8217;r&#8211;\\&#8217;);<br \/>\nxlabel(\\&#8217;Time (s)\\&#8217;);<br \/>\nylabel(\\&#8217;Amplitude\\&#8217;);<br \/>\ntitle(\\&#8217;Time Scaling (2x Frequency)\\&#8217;);<br \/>\nlegend(\\&#8217;Original\\&#8217;, \\&#8217;Scaled\\&#8217;);<br \/>\ngrid on;<\/p>\n<hr>\n<h3>2. \u65f6\u57df\u5206\u6790<\/h3>\n<h4>2.1 \u4fe1\u53f7\u80fd\u91cf\u8ba1\u7b97<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u8ba1\u7b97\u4fe1\u53f7\u7684\u80fd\u91cf\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u4fe1\u53f7\u80fd\u91cf\u662f\u8861\u91cf\u4fe1\u53f7\u5f3a\u5ea6\u7684\u6307\u6807\u3002<\/li>\n<\/ul>\n<p>fs = 1000;<br \/>\nt = 0:1\/fs:1;<br \/>\nf = 5;<br \/>\nx = sin(2 * pi * f * t);<\/p>\n<p>% \u8ba1\u7b97\u4fe1\u53f7\u80fd\u91cf<br \/>\nenergy = sum(x.^2) \/ fs;<br \/>\ndisp([\\&#8217;Signal Energy: \\&#8217;, num2str(energy)]);<\/p>\n<h4>2.2 \u4fe1\u53f7\u529f\u7387\u8ba1\u7b97<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u8ba1\u7b97\u4fe1\u53f7\u7684\u5e73\u5747\u529f\u7387\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u529f\u7387\u662f\u5468\u671f\u4fe1\u53f7\u7684\u91cd\u8981\u7279\u6027\u3002<\/li>\n<\/ul>\n<p>fs = 1000;<br \/>\nt = 0:1\/fs:1;<br \/>\nf = 5;<br \/>\nx = sin(2 * pi * f * t);<\/p>\n<p>% \u8ba1\u7b97\u5e73\u5747\u529f\u7387<br \/>\npower = mean(x.^2);<br \/>\ndisp([\\&#8217;Signal Power: \\&#8217;, num2str(power)]);<\/p>\n<h4>2.3 \u4fe1\u53f7\u81ea\u76f8\u5173<\/h4>\n<ul>\n<li>\u76ee\u6807\uff1a\u8ba1\u7b97\u4fe1\u53f7\u7684\u81ea\u76f8\u5173\u51fd\u6570\u3002<\/li>\n<li>\u7406\u8bba\uff1a\u81ea\u76f8\u5173\u7528\u4e8e\u68c0\u6d4b\u4fe1\u53f7\u7684\u5468\u671f\u6027\u548c\u76f8\u5173\u6027\u3002<\/li>\n<\/ul>\n<p>fs = 1000;<br \/>\nt = 0:1\/fs:1;<br \/>\nf = 5;<br \/>\nx = sin(2 * pi * f * t);<\/p>\n<p>% \u8ba1\u7b97\u81ea\u76f8\u5173<br \/>\n[autocorr, lags] = xcorr(x, \\&#8217;normalized\\&#8217;);<\/p>\n<p>% \u7ed8\u56fe<br \/>\nplot(lags\/fs, autocorr);<br \/>\nxlabel(\\&#8217;Lag (s)\\&#8217;);<br \/>\nylabel(\\&#8217;Autocorrelation\\&#8217;);<br \/>\ntitle(\\&#8217;Autocorrelation of S<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb805\u6b21\uff0c\u70b9\u8d5e23\u6b21\uff0c\u6536\u85cf21\u6b21\u3002\u4ee5\u4e0a 50 \u4e2a MATLAB \u4ee3\u7801\u793a\u4f8b\u6db5\u76d6\u4e86\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u6838\u5fc3\u4e3b\u9898\uff0c\u5305\u62ec\u4fe1\u53f7\u751f\u6210\u3001\u65f6\u57df\u548c\u9891\u57df\u5206\u6790\u3001\u7cfb\u7edf\u54cd\u5e94\u3001\u6ee4\u6ce2\u5668\u8bbe\u8ba1\u3001\u91c7\u6837\u3001\u968f\u673a\u4fe1\u53f7\u5904\u7406\u548c\u9ad8\u7ea7\u4fe1\u53f7\u5904\u7406\u6280\u672f\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1284,50,190,3057],"topic":[],"class_list":["post-35769","post","type-post","status-publish","format-standard","hentry","category-server","tag-matlab","tag-50","tag-190","tag-3057"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[MATLAB]\u901a\u8fc750\u4e2aMATLAB\u7a0b\u5e8f\u7406\u89e3\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u6838\u5fc3\u6982\u5ff5 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/35769.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[MATLAB]\u901a\u8fc750\u4e2aMATLAB\u7a0b\u5e8f\u7406\u89e3\u4fe1\u53f7\u4e0e\u7cfb\u7edf\u7684\u6838\u5fc3\u6982\u5ff5 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb805\u6b21\uff0c\u70b9\u8d5e23\u6b21\uff0c\u6536\u85cf21\u6b21\u3002\u4ee5\u4e0a 50 \u4e2a MATLAB 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