📄 sa_ex7_5.m
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%% ****************************************************** %%%% * Smart Antennas for Wireless Applications w/ Matlab * %%%% ****************************************************** %%%% %%%% Chapter 7: Ex 7.5 %%%% %%%% Author: Frank Gross %%%% McGraw-Hill, 2005 %%%% Date: 1/26/2004 %%%% %%%% This code creates Figure 7.2, plot of a Bartlett %%%% Pseudospectrum for theta1= -5, -10 & theta2 = 5, 10 %% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%------------------- Define Variables:--------------------%%% M - # of elements in array %% sig2 - noise variance %% th1, th2 - angles of arrival %% a1, a2, a - array steering vectors %% A - Steering vector matrix %% Rss - Source correlation matrix %% Rxx - Array correlation matrix %% P - Bartlett Psuedospectra %%%---------------------------------------------------------%%%%----- Given Values -----%%M = 6; sig2 = 0.1;disp(' ')theta = input(' What are the AOA pairs for this plot in degrees? Enter 5 or 10: ');disp(' ')if theta == 5 th1 = -5*pi/180; th2 = 5*pi/180;elseif theta == 10 th1 = -10*pi/180; th2 = 10*pi/180;end%%----- Create array steering vectors, a1 & a2 -----%%a1 = []; a2 = [];i = 1:M;a1 = exp(1j*(i-1)*pi*sin(th1));a2 = exp(1j*(i-1)*pi*sin(th2));%%----- Create A, Rss & Rxx -----%%A = [a1.' a2.']; Rss = [1 0;0 1]; Rxx = A*Rss*A' + sig2*eye(M);%%----- Create Bartlett Psuedospectrum -----%%for k = 1:180; th(k) = -pi/2 + pi*k/180; clear a a = []; for jj = 1:M a = [a exp(1j*(jj-1)*pi*sin(th(k)))]; end Pb(k) = real(a*Rxx*a');endPb_dB = 10*log10(Pb/max(Pb));%%----- Plot Results -----%%plot(th*180/pi,Pb_dB,'k')grid ontitle(['\bfFigure 7.2 - Bartlett Psuedospectra for \theta = +/-',num2str(theta),'^o'])xlabel('Angle')ylabel('|P(\theta)| (dB)')axis([-30 30 -30 10])
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