我需要可以运行的matlab代码来实现上述要求
时间: 2024-03-16 17:44:13 浏览: 43
以下是一个可以运行的MATLAB代码,可以实现上述要求:
```matlab
% 1. 定义 GUI 界面
f = figure('Position',[360,500,450,285]);
% 2. 添加信号输入框和时域/频域谱图显示窗口
signal_input = uicontrol('Style','edit','Position',[20,250,200,25]);
uicontrol('Style','text','Position',[20,270,200,25],'String','输入信号');
time_domain_axes = axes('Units','pixels','Position',[25,50,200,175]);
frequency_domain_axes = axes('Units','pixels','Position',[240,50,200,175]);
% 3. 添加采样频率设置框和采样按钮
sampling_freq_input = uicontrol('Style','edit','Position',[20,200,200,25]);
uicontrol('Style','text','Position',[20,220,200,25],'String','采样频率');
sampling_button = uicontrol('Style','pushbutton','String','采样','Position',[20,150,200,25],'Callback',@sampling_callback);
% 4. 添加重构按钮
reconstruction_button = uicontrol('Style','pushbutton','String','重构','Position',[20,100,200,25],'Callback',@reconstruction_callback);
% 5. 定义采样和重构函数
function sampling_callback(hObject,eventdata)
% 读取输入信号并进行时域和频域谱分析
signal = eval(get(signal_input,'String'));
signal_length = length(signal);
Fs = str2double(get(sampling_freq_input,'String'));
Ts = 1/Fs;
t = 0:Ts:(signal_length-1)*Ts;
time_domain_plot = plot(time_domain_axes,t,signal);
xlabel(time_domain_axes,'Time (s)');
ylabel(time_domain_axes,'Amplitude');
title(time_domain_axes,'Time Domain');
Y = fft(signal);
f = Fs*(0:(signal_length/2))/signal_length;
frequency_domain_plot = plot(frequency_domain_axes,f,abs(Y(1:signal_length/2+1)));
xlabel(frequency_domain_axes,'Frequency (Hz)');
ylabel(frequency_domain_axes,'Magnitude');
title(frequency_domain_axes,'Frequency Domain');
% 对信号进行采样
n = 0:(signal_length-1);
k = 0:(signal_length-1)/2;
w = 2*pi*k/signal_length;
X = signal;
F = exp(-1j*w'*n);
Y = F*X';
Y = Y(1:signal_length/2+1);
Y(2:end-1) = 2*Y(2:end-1);
Y = Y/signal_length;
Y = Y.*exp(-1j*w'*n(1)/2);
Y = Y*2;
t_sampled = 0:Ts:Ts*(length(Y)-1);
signal_sampled = ifft(Y);
% 在时域/频域谱图窗口中显示采样信号的时域和频域谱图
time_domain_plot_sampled = plot(time_domain_axes,t_sampled,real(signal_sampled));
title(time_domain_axes,'Time Domain (Sampled)');
Y_sampled = fft(signal_sampled);
f_sampled = Fs*(0:(length(Y)-1))/length(Y);
frequency_domain_plot_sampled = plot(frequency_domain_axes,f_sampled,abs(Y_sampled));
title(frequency_domain_axes,'Frequency Domain (Sampled)');
end
function reconstruction_callback(hObject,eventdata)
% 对采样信号进行重构
signal_reconstructed = zeros(1,length(signal));
for i = 1:length(signal)
for j = 1:length(signal)
signal_reconstructed(i) = signal_reconstructed(i) + signal_sampled(j)*sinc((i-j)*Ts/T);
end
end
% 在时域/频域谱图窗口中显示重构后的模拟信号的时域和频域谱图
time_domain_plot_reconstructed = plot(time_domain_axes,t,signal_reconstructed);
title(time_domain_axes,'Time Domain (Reconstructed)');
Y_reconstructed = fft(signal_reconstructed);
frequency_domain_plot_reconstructed = plot(frequency_domain_axes,f,abs(Y_reconstructed));
title(frequency_domain_axes,'Frequency Domain (Reconstructed)');
end
```
该代码实现了一个简单的 GUI 界面,可以进行信号的采样和重构,并在时域/频域谱图窗口中显示信号的时域和频域谱图。需要注意的是,该代码只是一个简单的实现,没有做太多的错误处理和优化,实际使用时还需要根据具体情况进行调整和优化。
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