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技术 2022年11月7日
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DSP using MATLAB 示例 Example3.12

用到的性质

DSP using MATLAB 示例 Example3.12

代码:

n = -5:10; x = sin(pi*n/2);
k = -100:100; w = (pi/100)*k; % freqency between -pi and +pi , [0,pi] axis divided into 101 points.
X = x * (exp(-j*pi/100)) .^ (n'*k); % DTFT of x% signal decomposition
[xe,xo,m] = evenodd(x,n); % even and odd parts
XE = xe * (exp(-j*pi/100)) .^ (m'*k); % DTFT of xe
XO = xo * (exp(-j*pi/100)) .^ (m'*k); % DTFT of xo magXE = abs(XE); angXE = angle(XE); realXE = real(XE); imagXE = imag(XE);
magXO = abs(XO); angXO = angle(XO); realXO = real(XO); imagXO = imag(XO);
magX = abs(X); angX = angle(X); realX = real(X); imagX = imag(X);%verification
XR = real(X); % real part of X
error1 = max(abs(XE-XR)); % Difference
XI = imag(X); % imag part of X
error2 = max(abs(XO-j*XI)); % Differencefigure('NumberTitle', 'off', 'Name', 'x sequence')
set(gcf,'Color','white');
stem(n,x); title('x sequence'); xlabel('n'); ylabel('x(n)'); grid on;figure('NumberTitle', 'off', 'Name', 'xe & xo sequence')
set(gcf,'Color','white');
subplot(2,1,1); stem(m,xe); title('xe sequence '); xlabel('m'); ylabel('xe(m)'); grid on;
subplot(2,1,2); stem(m,xo); title('xo sequence '); xlabel('m'); ylabel('xo(m)'); grid on;%% --------------------------------------------------------------------
%% START X's mag ang real imag
%% --------------------------------------------------------------------
figure('NumberTitle', 'off', 'Name', 'X its Magnitude and Angle, Real and Imaginary Part');
set(gcf,'Color','white');
subplot(2,2,1); plot(w/pi,magX); grid on; axis([-1,1,0,9]);
title('Magnitude Part');
xlabel('frequency in \pi units'); ylabel('Magnitude |X|');
subplot(2,2,3); plot(w/pi, angX/pi); grid on; axis([-1,1,-1,1]);
title('Angle Part');
xlabel('frequency in \pi units'); ylabel('Radians/\pi');subplot('2,2,2'); plot(w/pi, realX); grid on;
title('Real Part');
xlabel('frequency in \pi units'); ylabel('Real');
subplot('2,2,4'); plot(w/pi, imagX); grid on;
title('Imaginary Part');
xlabel('frequency in \pi units'); ylabel('Imaginary');
%% -------------------------------------------------------------------
%% END X's mag ang real imag
%% -------------------------------------------------------------------%% --------------------------------------------------------------
%% START XE's mag ang real imag
%% --------------------------------------------------------------
figure('NumberTitle', 'off', 'Name', 'XE its Magnitude and Angle, Real and Imaginary Part');
set(gcf,'Color','white');
subplot(2,2,1); plot(w/pi,magXE); grid on; axis([-1,1,0,2]);
title('Magnitude Part');
xlabel('frequency in \pi units'); ylabel('Magnitude |XE|');
subplot(2,2,3); plot(w/pi, angXE/pi); grid on; axis([-1,1,-1,1]);
title('Angle Part');
xlabel('frequency in \pi units'); ylabel('Radians/\pi');subplot('2,2,2'); plot(w/pi, realXE); grid on;
title('Real Part');
xlabel('frequency in \pi units'); ylabel('Real');
subplot('2,2,4'); plot(w/pi, imagXE); grid on;
title('Imaginary Part');
xlabel('frequency in \pi units'); ylabel('Imaginary');%% --------------------------------------------------------------
%% END XE's mag ang real imag
%% --------------------------------------------------------------%% --------------------------------------------------------------
%% START XO's mag ang real imag
%% --------------------------------------------------------------
figure('NumberTitle', 'off', 'Name', 'XO its Magnitude and Angle, Real and Imaginary Part');
set(gcf,'Color','white');
subplot(2,2,1); plot(w/pi,magXO); grid on; axis([-1,1,0,8]);
title('Magnitude Part');
xlabel('frequency in \pi units'); ylabel('Magnitude |XO|');
subplot(2,2,3); plot(w/pi, angXO/pi); grid on; axis([-1,1,-1,1]);
title('Angle Part');
xlabel('frequency in \pi units'); ylabel('Radians/\pi');subplot('2,2,2'); plot(w/pi, realXO); grid on;
title('Real Part');
xlabel('frequency in \pi units'); ylabel('Real');
subplot('2,2,4'); plot(w/pi, imagXO); grid on;
title('Imaginary Part');
xlabel('frequency in \pi units'); ylabel('Imaginary');%% --------------------------------------------------------------
%% END XO's mag ang real imag
%% --------------------------------------------------------------%% ----------------------------------------------------------------
%% START Graphical verification
%% ----------------------------------------------------------------
figure('NumberTitle', 'off', 'Name', 'Graphical verification');
set(gcf,'Color','white');
subplot(2,2,1); plot(w/pi,XR); grid on; axis([-1,1,-2,2]);
xlabel('frequency in \pi units'); ylabel('Re(X)'); title('Real Part of X ');
subplot(2,2,2); plot(w/pi,XI); grid on; axis([-1,1,-10,10]);
xlabel('frequency in \pi units'); ylabel('Im(X)'); title('Imaginary Part of X ');subplot(2,2,3); plot(w/pi,realXE); grid on; axis([-1,1,-2,2]);
xlabel('frequency in \pi units'); ylabel('XE'); title('Transform of even part ');
subplot(2,2,4); plot(w/pi,imagXO); grid on; axis([-1,1,-10,10]);
xlabel('frequency in \pi units'); ylabel('XO'); title('Transform of odd part');%% ----------------------------------------------------------------
%% END Graphical verification
%% ----------------------------------------------------------------

  运行结果:

DSP using MATLAB 示例 Example3.12

DSP using MATLAB 示例 Example3.12

DSP using MATLAB 示例 Example3.12

DSP using MATLAB 示例 Example3.12

DSP using MATLAB 示例 Example3.12

DSP using MATLAB 示例 Example3.12

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