matlab生成白噪声
时间: 2023-08-27 16:14:42 浏览: 1335
要在MATLAB中生成均匀分布的白噪声信号,可以使用rand函数。rand函数默认产生的是均匀分布的伪随机数,但其均值不为零,所以需要去除信号的直流分量才能符合白噪声定义。以下是一个示例代码:
```matlab
N = 50000; % 信号的长度
u = rand(1, N) - 0.5; % 生成均匀分布的伪随机数,并去除直流分量
u_mean = mean(u); % 求u(n)的均值
power_u = var(u); % 求u(n)的方差
subplot(211)
plot(u(1:100))
grid on
ylabel('u(n)')
subplot(212)
hist(u, 50)
grid on
ylabel('histogram of u(n)')
```
这段代码会生成一个长度为N的均匀分布的白噪声信号u(n),并画出其波形和直方图,以检验其分布情况。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
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