《DSP using MATLAB》 Problem 3.22
阿新 • • 發佈:2018-01-19
axis start hold on number wid itl png rom mage
代碼:
%% ------------------------------------------------------------------------ %% Output Info about this m-file fprintf(‘\n***********************************************************\n‘); fprintf(‘ <DSP using MATLAB> Problem 3.22 \n\n‘); banner(); %% ------------------------------------------------------------------------ %% ------------------------------------------------------------------- %% 1 xa(t)=cos(20πt+θ) through A/D %% ------------------------------------------------------------------- Ts = 0.05; % sample interval, 0.05s Fs = 1/Ts; % Fs=20Hz %theta = 0; %theta = pi/6; %theta = pi/4; %theta = pi/3; theta = pi/2; n1_start = 0; n1_end = 20; n1 = [n1_start:1:n1_end]; nTs = n1 * Ts; % [0, 1]s x1 = cos(20*pi*nTs + theta * ones(1,length(n1))); % Digital signal M = 500; [X1, w] = dtft1(x1, n1, M); magX1 = abs(X1); angX1 = angle(X1); realX1 = real(X1); imagX1 = imag(X1); %% -------------------------------------------------------------------- %% START X(w)‘s mag ang real imag %% -------------------------------------------------------------------- figure(‘NumberTitle‘, ‘off‘, ‘Name‘, sprintf(‘Problem 3.22 X1, theta/pi = %f‘, theta/pi)); set(gcf,‘Color‘,‘white‘); subplot(2,1,1); plot(w/pi,magX1); grid on; %axis([-1,1,0,1.05]); title(‘Magnitude Response‘); xlabel(‘frequency in \pi units‘); ylabel(‘Magnitude |H|‘); subplot(2,1,2); plot(w/pi, angX1/pi); grid on; %axis([-1,1,-1.05,1.05]); title(‘Phase Response‘); xlabel(‘frequency in \pi units‘); ylabel(‘Radians/\pi‘); figure(‘NumberTitle‘, ‘off‘, ‘Name‘, sprintf(‘Problem 3.22 X1, theta/pi = %f‘, theta/pi)); set(gcf,‘Color‘,‘white‘); subplot(2,1,1); plot(w/pi, realX1); grid on; title(‘Real Part‘); xlabel(‘frequency in \pi units‘); ylabel(‘Real‘); subplot(2,1,2); plot(w/pi, imagX1); grid on; title(‘Imaginary Part‘); xlabel(‘frequency in \pi units‘); ylabel(‘Imaginary‘); %% ------------------------------------------------------------------- %% END X‘s mag ang real imag %% ------------------------------------------------------------------- figure(‘NumberTitle‘, ‘off‘, ‘Name‘, sprintf(‘Problem 3.22 xa(n), theta/pi = %f and x1(n)‘, theta/pi)); na1 = 0:0.01:1; xa1 = cos(20 * pi * na1 + theta * ones(1,length(na1))); set(gcf, ‘Color‘, ‘white‘); plot(1000*na1,xa1); grid on; %axis([0,1,0,1.5]); title(‘x1(n) and xa(n)‘); xlabel(‘t in msec.‘); ylabel(‘xa(t)‘); hold on; plot(1000*nTs, x1, ‘o‘); hold off; %% ------------------------------------------------------------ %% xa(t) reconstruction from x1(n) %% ------------------------------------------------------------ Dt = 0.001; t = 0:Dt:1; xa = x1 * sinc(Fs*(ones(length(n1),1)*t - nTs‘*ones(1,length(t)))) ; figure(‘NumberTitle‘, ‘off‘, ‘Name‘, sprintf(‘Problem 3.22 Reconstructed From x1(n), theta/pi = %f‘, theta/pi)); set(gcf,‘Color‘,‘white‘); %subplot(2,1,1); stairs(t*1000,xa,‘r‘); grid on; %axis([0,1,0,1.5]); % Zero-Order-Hold title(‘Reconstructed Signal from x1(n) using Zero-Order-Hold‘); xlabel(‘t in msec.‘); ylabel(‘xa(t)‘); hold on; %stem(nTs*1000, x1); gtext(‘ZOH‘); hold off; plot(nTs*1000, x1, ‘o‘); gtext(‘ZOH‘); hold off; figure(‘NumberTitle‘, ‘off‘, ‘Name‘, sprintf(‘Problem 3.22 Reconstructed From x1(n), theta/pi = %f‘, theta/pi)); set(gcf,‘Color‘,‘white‘); %subplot(2,1,2); plot(t*1000,xa,‘r‘); grid on; %axis([0,1,0,1.5]); % first-Order-Hold title(‘Reconstructed Signal from x1(n) using First-Order-Hold‘); xlabel(‘t in msec.‘); ylabel(‘xa(t)‘); hold on; plot(nTs*1000,x1,‘o‘); gtext(‘FOH‘); hold off; xa = spline(nTs, x1, t); figure(‘NumberTitle‘, ‘off‘, ‘Name‘, sprintf(‘Problem 3.22 Reconstructed From x1(n), theta/pi = %f‘, theta/pi)); set(gcf,‘Color‘,‘white‘); %subplot(2,1,1); plot(1000*t, xa,‘r‘); xlabel(‘t in ms units‘); ylabel(‘x‘); title(sprintf(‘Reconstructed Signal from x1(n) using Spline function‘)); grid on; hold on; plot(1000*nTs, x1,‘o‘); gtext(‘spline‘);
運行結果:
這裏只看初相位為0的情況,原始模擬信號和采樣信號(樣點值圓圈標示):
采樣信號的譜,模擬角頻率20π對應的數字角頻率為π,如下圖所示:
用采樣信號重建原來模擬信號:
sinc方法,stairs函數畫圖
sinc方法,plot函數畫圖:
cubic方法
其他初相位的情況,這裏不上圖了。
《DSP using MATLAB》 Problem 3.22