simplify old posts' tags and categories
some blog contents are alse modified
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@@ -5,13 +5,11 @@ tags:
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- 翻译
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- 高斯白噪声
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categories:
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- - MATLAB
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- - 翻译
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- 帮助文档
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- - 信号处理
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- 噪声
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- [MATLAB, 函数用法]
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- [信号处理, 噪声]
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mathjax: true
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copyright: true
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comments: true
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abbrlink: 2f6db45b
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date: 2020-11-27 01:15:12
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---
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@@ -49,14 +47,14 @@ date: 2020-11-27 01:15:12
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创建一个锯齿波。
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```m
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``` matlab
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t = (0:0.1:10)';
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x = sawtooth(t);
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```
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添加高斯白噪声并绘制结果。
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```m
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``` matlab
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y = awgn(x,10,'measured');
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plot(t,[x y])
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legend('Original Signal','Signal with AWGN')
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@@ -72,32 +70,32 @@ legend('Original Signal','Signal with AWGN')
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根据电话线调制解调器的 V.29 标准创建一个 16-QAM 星座。
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```m
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``` matlab
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c = [-5 -5i 5 5i -3 -3-3i -3i 3-3i 3 3+3i 3i -3+3i -1 -1i 1 1i];
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M = length(c);
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```
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生成随机符号。
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```m
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``` matlab
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data = randi([0 M-1],2000,1);
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```
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使用 `genqammod` 函数调制数据。由于星座图不是矩形,因此必须进行常规 QAM 调制。
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```m
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``` matlab
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modData = genqammod(data,c);
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```
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使信号通过具有 20 dB 信噪比(SNR)的 AWGN 信道。
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```m
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``` matlab
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rxSig = awgn(modData,20,'measured');
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```
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显示接收信号的星座图和参考星座图。
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```m
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``` matlab
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h = scatterplot(rxSig);
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hold on
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scatterplot(c,[],[],'r*',h)
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@@ -111,25 +109,25 @@ hold off
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使用 `genqamdemod` 函数解调接收到的信号。计算误符号数和误符号率。
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```m
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``` matlab 输入
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demodData = genqamdemod(rxSig,c);
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[numErrors,ser] = symerr(data,demodData)
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```
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```no
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``` plain 输出
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numErrors = 1
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ser = 5.0000e-04
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```
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使用具有 10 dB SNR 的 AWGN 信道重复传输和解调过程。计算降低 SNR 后的误符号率。不出所料,当 SNR 降低时,性能会下降。
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```m
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``` matlab 输入
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rxSig = awgn(modData,10,'measured');
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demodData = genqamdemod(rxSig,c);
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[numErrors,ser] = symerr(data,demodData)
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```
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```no
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``` plain 输出
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numErrors = 462
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ser = 0.2310
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```
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@@ -140,7 +138,7 @@ ser = 0.2310
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将 X 的功率指定为 0 dBW,添加噪声以产生 10 dB 的 SNR,并利用本地随机流。
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```m
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``` matlab 输入
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S = RandStream('mt19937ar','Seed',5489);
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sigin = sqrt(2)*sin(0:pi/8:6*pi);
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sigout1 = awgn(sigin,10,0,S);
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@@ -148,25 +146,25 @@ sigout1 = awgn(sigin,10,0,S);
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将 AWGN 添加到 `sigin`。 使用 [`isequal`](https://ww2.mathworks.cn/help/matlab/ref/isequal.html) 比较 `sigout1` 和 `sigout2`。 当不重置随机流时,输出不相等。
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```m
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``` matlab 输入
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sigout2 = awgn(sigin,10,0,S);
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isequal(sigout1,sigout2)
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```
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```no
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``` plain 输出
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ans = logical
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0
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```
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重置随机流对象,将对象置为初始状态,然后再将 AWGN 添加到 `sigout1`。将 AWGN 添加到 `sigin` 并将 `sigout1` 与 `sigout3` 比较。 重置随机流后,输出相等。
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```m
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``` matlab 输入
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reset(S);
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sigout3 = awgn(sigin,10,0,S);
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isequal(sigout1,sigout3)
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```
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```no
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``` plain 输出
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ans = logical
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1
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```
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@@ -260,6 +258,10 @@ ans = logical
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>>
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>> 支持代码生成,但包括 [`RandStream`](https://ww2.mathworks.cn/help/matlab/ref/randstream.html) 对象的语法除外。
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# 版本历史
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在 R2006a 之前推出
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# 另请参阅
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## 函数
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@@ -274,8 +276,4 @@ ans = logical
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[AWGN Channel Noise Level](https://ww2.mathworks.cn/help/comm/ug/awgn-channel.html#a1071501088)
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--------------------------------------------------------------------------------
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在 R2006a 之前推出
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--------------------------------------------------------------------------------
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原文参考:[https://ww2.mathworks.cn/help/comm/ref/awgn.html](https://ww2.mathworks.cn/help/comm/ref/awgn.html)
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原文参考:[https://ww2.mathworks.cn/help/comm/ref/awgn.html](https://ww2.mathworks.cn/help/comm/ref/awgn.html)
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