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Name: Yifan Chen 20112121006Section:Laboratory Exercise 3DISCRETE-TIME SIGNALS: FREQUENCY-DOMAIN REPRESENTATIONS3.1DISCRETE-TIME FOURIER TRANSFORMProject 3.1 DTFT ComputationA copy of Program P3_1 is given below:% Program P3_1% Evaluation of the DTFT clf;% Compute the frequency samples of the DTFTw = -4*pi:8*pi/511:4*pi;num = 2 1;den = 1 -0.6;h = freqz(num, den, w);% Plot the DTFTsubplot(2,1,1)plot(w/pi,real(h);gridtitle(Real part of H(ejomega)xlabel(omega /pi);ylabel(Amplitude);subplot(2,1,2)plot(w/pi,imag(h);gridtitle(Imaginary part of H(ejomega)xlabel(omega /pi);ylabel(Amplitude);pausesubplot(2,1,1)plot(w/pi,abs(h);gridtitle(Magnitude Spectrum |H(ejomega)|)xlabel(omega /pi);ylabel(Amplitude);subplot(2,1,2)plot(w/pi,angle(h);gridtitle(Phase Spectrum argH(ejomega)xlabel(omega /pi);Answers:Q3.1 The expression of the DTFT being evaluated in Program P3_1 is - The function of the pause command is - causes M-files to stop and wait for you to press any key before continuing.Q3.2 The plots generated by running Program P3_1 are shown below:The DTFT is a period function of w.Its period is - 2 piThe types of symmetries exhibited by the four plots are as follows: Real part of H(ejomega) is eve symmetries;Imaginary part of H(ejomega) is ode symmetries;Magnitude Spectrum |H(ejomega)| is eve symmetries;Phase Spectrum argH(ejomega) is ode symmetries;Q3.3 The required modifications to Program P3_1 to evaluate the given DTFT of Q3.3 are given below:% Program Q3_3% Evaluation of the DTFTclf;% Compute the frequency samples of the DTFTw = 0:pi/511:pi;num = 0.7 -0.5 0.3 1;den = 1 0.3 -0.5 0.7;h = freqz(num, den, w);% Plot the DTFTsubplot(2,1,1)plot(w/pi,real(h);gridtitle(Real part of H(ejomega)xlabel(omega /pi);ylabel(Amplitude);subplot(2,1,2)plot(w/pi,imag(h);gridtitle(Imaginary part of H(ejomega)xlabel(omega /pi);ylabel(Amplitude);pausesubplot(2,1,1)plot(w/pi,abs(h);gridtitle(Magnitude Spectrum |H(ejomega)|)xlabel(omega /pi);ylabel(Amplitude);subplot(2,1,2)plot(w/pi,angle(h);gridtitle(Phase Spectrum argH(ejomega)xlabel(omega /pi);ylabel(Phase, radians);The plots generated by running the modified Program P3_1 are shown below: The DTFT is a perio function of w. Its period is 2piThe jump in the phase spectrum is caused by - the real parts saltus step,the phase saltus set up.The phase spectrum evaluated with the jump removed by the command unwrap is as given below:% Program Q3_3% Evaluation of the DTFTclf;% Compute the frequency samples of the DTFTw = 0:pi/511:pi;num = 0.7 -0.5 0.3 1;den = 1 0.3 -0.5 0.7;h = freqz(num, den, w);subplot(2,1,1)plot(w/pi,abs(h);gridtitle(Magnitude Spectrum |H(ejomega)|)xlabel(omega /pi);ylabel(Amplitude);subplot(2,1,2)p = angle(h(:); plot(w/pi,unwrap(p);gridtitle(Phase Spectrum argH(ejomega)xlabel(omega /pi);ylabel(Phase, radians);Q3.5The required modifications to Program P3_1 to plot the phase in degrees are indicated below:clfw=-4*pi:8*pi/511:4*pi;num=2 1;den=1 -0.6;h=freqz(num,den,w);subplot(2,1,1)plot(w,real(h);grid;title(H(ejangle的实部)xlabel(angle);ylabel(振幅);subplot(2,1,2)plot(w/pi,imag(h);gridtitle(H(ejangle的虚部)xlabel(angle/);ylabel(振幅);figure(2);subplot(2,1,1)plot(w,abs(h);gridtitle(|H(ejangle)|幅度谱)xlabel(angle/);ylabel(振幅);subplot(2,1,2)plot(w,angle(h);gridtitle(相位谱argH(ejangle)xlabel(angle);ylabel(以角度为单位的相位);ct 3.2 DTFT PropertiesAnswers:Q3.6 The modified Program P3_2 created by adding appropriate comment statements, and adding program statements for labeling the two axes of each plot being generated by the program is given below:% Program P3_2% Time-Shifting Properties of DTFTclf;w = -pi:2*pi/255:pi; wo = 0.4*pi;D=10;num=1 2 3 4 5 6 7 8 9;h1 = freqz(num, 1, w);h2 = freqz(zeros(1,D) num, 1, w);subplot(2,2,1)plot(w/pi,abs(h1);gridtitle(Magnitude Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,2)plot(w/pi,abs(h2);gridtitle(Magnitude Spectrum of Time-Shifted Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,3)plot(w/pi,angle(h1);gridtitle(Phase Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Phase, radians);subplot(2,2,4)plot(w/pi,angle(h2);gridtitle(Phase Spectrum of Time-Shifted Sequence)xlabel(omega /pi);ylabel(Phase, radians);The parameter controlling the amount of time-shift is - D=10,zeros(1,D) numQ3.7The plots generated by running the modified program are given below: figure(s) here. Copy from figure window(s) and paste. From these plots we make the following observations:In the limited length of vector, in the original sequence for discrete time Fourier transform, amplitude and phase is changed. From the continuous time, continuous frequency, is a continuous time, discrete frequency.Q3.10 The modified Program P3_3 created by adding appropriate comment statements, and adding program statements for labeling the two axes of each plot being generated by the program is given below:% Program P3_3% Time-Shifting Properties of DTFTclf;w = -pi:2*pi/255:pi; wo = 0.4*pi;num1=1 3 5 7 9 11 13 15 17;L = length(num1);h1 = freqz(num1, 1, w);n = 0:L-1;num2 = exp(wo*i*n).*num1;h2 = freqz(num2, 1, w);subplot(2,2,1)plot(w/pi,abs(h1);gridtitle(Magnitude Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,2)plot(w/pi,abs(h2);gridtitle(Magnitude Spectrum of Time-Shifted Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,3)plot(w/pi,angle(h1);gridtitle(Phase Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Phase, radians);subplot(2,2,4)plot(w/pi,angle(h2);gridtitle(Phase Spectrum of Time-Shifted Sequence)xlabel(omega /pi);ylabel(Phase, radians);The parameter controlling the amount of frequency-shift is -woQ3.12Program P3_3 was run for the following value of the frequency-shift -The plots generated by running the modified program are given below:clf;w = -pi:2*pi/255:pi; wo = 3*pi;num1=1 3 5 7 9 11 13 15 17;L = length(num1);h1 = freqz(num1, 1, w);n = 0:L-1;num2 = exp(wo*i*n).*num1;h2 = freqz(num2, 1, w);subplot(2,2,1)plot(w/pi,abs(h1);gridtitle(Magnitude Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,2)plot(w/pi,abs(h2);gridtitle(Magnitude Spectrum of Time-Shifted Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,3)plot(w/pi,angle(h1);gridtitle(Phase Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Phase, radians);subplot(2,2,4)plot(w/pi,angle(h2);gridtitle(Phase Spectrum of Time-Shifted Sequence)xlabel(omega /pi);ylabel(Phase, radians);From these plots we make the following observations:Select different values of frequency shift, can get different results.Q3.14 The modified Program P3_4 created by adding appropriate comment statements, and adding program statements for labeling the two axes of each plot being generated by the program is given below: % Program P3_4% Convolution Property of DTFTclf;w = -pi:2*pi/255:pi;x1=1 3 5 7 9 11 13 15 17;x2=1 -2 3 -2 1;y = conv(x1,x2);h1 = freqz(x1, 1, w);h2 = freqz(x2, 1, w);hp = h1.*h2;h3 = freqz(y,1,w);subplot(2,2,1)plot(w/pi,abs(hp);gridtitle(Product of Magnitude Spectra)xlabel(omega /pi);ylabel(Product of Amplitude);subplot(2,2,2)plot(w/pi,abs(h3);gridtitle(Magnitude Spectrum of Convolved Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,3)plot(w/pi,angle(hp);gridtitle(Sum of Phase Spectra)xlabel(omega /pi);ylabel(Phase, radians);subplot(2,2,4)plot(w/pi,angle(h3);gridtitle(Phase Spectrum of Convolved Sequence)xlabel(omega /pi);ylabel(Phase, radians);Q3.17 The modified Program P3_5 created by adding appropriate comment statements, and adding program statements for labeling the two axes of each plot being generated by the program is given below: % Program P3_5% Modulation Property of DTFTclf;w = -pi:2*pi/255:pi;x1=1 3 5 7 9 11 13 15 17;x2=1 -1 1 -1 1 -1 1 -1 1;y=x1.*x2;h1 = freqz(x1, 1, w);h2 = freqz(x2, 1, w);h3 = freqz(y,1,w);subplot(3,1,1)plot(w/pi,abs(h1);gridtitle(Magnitude Spectrum of First Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(3,1,2)plot(w/pi,abs(h2);gridtitle(Magnitude Spectrum of Second Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(3,1,3)plot(w/pi,abs(h3);gridtitle(Magnitude Spectrum of Product Sequence)xlabel(omega /pi);ylabel(Amplitude);Q3.20 The modified Program P3_6 created by adding appropriate comment statements, and adding program statements for labeling the two axes of each plot being generated by the program is given below:% Program P3_6% Time-Reversal Property of DTFTclf;w = -pi:2*pi/255:pi;num=1 2 3 4;L = length(num)-1;h1 = freqz(num, 1, w);h2 = freqz(fliplr(num), 1, w);h3 = exp(w*L*i).*h2;subplot(2,2,1)plot(w/pi,abs(h1);gridtitle(Magnitude Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,2)plot(w/pi,abs(h3);gridtitle(Magnitude Spectrum of Time-Reversed Sequence)xlabel(omega /pi);ylabel(Amplitude);subplot(2,2,3)plot(w/pi,angle(h1);gridtitle(Phase Spectrum of Original Sequence)xlabel(omega /pi);ylabel(Phase, radians);subplot(2,2,4)plot(w/pi,angle(h3);gridtitle(Phase Spectrum of Time-Reversed Sequence)xlabel(omega /pi);ylabel(Phase, radians); The program implements the time-reversal operation as follows - From these plots we make the following observations: First of all, using the reverse function will row vector of molecular coefficient inversion, that is, from the original 1, 2, 3, 4 gone bad now 4 3 2 1, and then after the coefficient inversion sequence multiplied by the exp
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