aqwtyyh 发表于 2024-3-28 15:29:59

第2版DSP数字信号处理教程中关于FFT应用的问题


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
这是文档中的matlab例程,运行没有问题。 只是我有几点不是很明白:
1、采样率的设置问题。
我用adc采集到了一组数据。adc的采样率是80Hz,而用串口上传数据时是每隔50ms(20Hz)传输一次。
采样定理说的”采样率大于信号频率的两倍“,那么matlab中的Fs就是对应”采样率“,而串口上传的数据就是”信号频率“,那把Fs设置1000Hz,肯定能满足大于信号频率2倍,这么理解对吗?
matlab中的Fs应该怎么定呢?
2、matlab例程中的”原始信号“

x = 0.7*sin(2*pi*50*t) + sin(2*pi*120*t);
可以看出来夹杂50Hz,和120Hz,那设置个采样率Fs=1000肯定能满足的2倍的关系。那如果adc采样率100khz,串口上传数据还是50ms(20Hz)一次,那这个Fs改设置多少呢?


3、

附件是采集到的数据,可以用这个数据做个fft分析吗?

eric2013 发表于 2024-3-29 10:01:17

ADC采样率和串口上传速度没有关系。

这个展示前提是更新够需要FFT点数后,做FFT。

aqwtyyh 发表于 2024-3-29 11:32:39

eric2013 发表于 2024-3-29 10:01
ADC采样率和串口上传速度没有关系。

这个展示前提是更新够需要FFT点数后,做FFT。


Fs = 1000;
T = 1/Fs;
L = 1000;
t = (0:L-1)*T; %采样率
%采样时间单位
%信号长度
%时间序列


x = 0.7*sin(2*pi*50*t) + sin(2*pi*120*t);
y = x + 2*randn(size(t)); %原始信号
%原始信号叠加了噪声后


NFFT = 2^nextpow2(L);
Y=fft(y,NFFT)/L; %求得最接近采样点的2^n,由于上面是1000点,那么最近的就是1024点。
% 进行FFT变换,除以总的采样点数,方便观察实际值。
f = Fs/2*linspace(0,1,NFFT/2+1); %频率轴,这里只显示Fs/2部分,另一半是对称的。
plot(f,2*abs(Y(1:NFFT/2+1))) %绘制波形
title('幅频相应');
xlabel('频率');
ylabel('幅度');




如果用上面的例子做FFT的时候,Fs应该设置多少呢

eric2013 发表于 2024-3-30 09:28:47

aqwtyyh 发表于 2024-3-29 11:32
f = Fs/2*linspace(0,1,NFFT/2+1); %频率轴,这里只显示Fs/2部分,另一半是对称的。
plot(f,2*abs(Y ...

你发的这个是1KHz采集50Hz+120Hz叠加的波形
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查看完整版本: 第2版DSP数字信号处理教程中关于FFT应用的问题