fig3_51.m

书籍Detection, Estimation, and Modulation Theory的Matlab源代码；

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Figure 3.51
% N =10, non-uniform array, SL = -25 dB
% K. Bell 9/29/00, 7/23/01, 9/30/01
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
clear all
close all

N = 10;                         % number of elements            
D = [-2.2509;-1.6501;-1.1696;-0.7138;-0.1705;0.2901;0.7105;1.1974;1.7103;2.2585];     % positions 

% steering direction
uT = 0 ;                         
vT = exp(j*2*pi*D*uT);

% design parameters
SLLdb = -25;
SLL = 10^(SLLdb/10);   % sidelobe level
alpha = 0.3;           % gain factor
lambda0 = 1;           % initial loading level
errtol = 0.3;          % error tolerance in dB

Delta = 0.02;          % sector width

% Left side of mainlobe
uleft = [-1+Delta/2:Delta:-0.2];    % sector centers
vleft = exp(j*2*pi*D*uleft);        % array response at sector centers
nl = length(uleft);                 % number of sectors
lambdaleft = ones(1,nl)*lambda0;    % initial loading levels

uleftedge = uleft+Delta/2;               % sector boundaries
vleftedge = exp(j*2*pi*D*uleftedge);     % array response vector at boundaries
dleftedge = (j*2*pi*D*ones(1,nl)).*exp(j*2*pi*D*uleftedge); % derivative vector 

% Right side of mainlobe
uright = -fliplr(uleft);            % sector centers
vright = exp(j*2*pi*D*uright);      % array response at sector centers
nr = length(uright);                % number of sectors
lambdaright = ones(1,nr)*lambda0;   % initial loading levels

urightedge = uright-Delta/2;             % sector boundaries
vrightedge = exp(j*2*pi*D*urightedge);   % array response at sector boundaries
drightedge = (j*2*pi*D*ones(1,nr)).*exp(j*2*pi*D*urightedge); % derivative vector

DelP = ones(N,1)*D'-D*ones(1,N);    % Dmn = pm-pn
A = sinc(2*DelP);                   
Qd = Delta*sinc(DelP*Delta); 

AQ = A;
for n=1:nl
   AQ = AQ+lambda0*(vleft(:,n)*vleft(:,n)').*Qd;
end
for n=1:nr
   AQ = AQ+lambda0*(vright(:,n)*vright(:,n)').*Qd;
end

w = inv(AQ)*vT*inv(vT'*inv(AQ)*vT);
uu = [-1:0.01:1];
vv = exp(j*2*pi*D*uu);

figure(1)
plot(uu,20*log10(abs(w'*vv)))
hold on
axis([-1 1 -60 0])
xlabel('\it u','Fontsize', 16)
ylabel('Beam pattern (dB)','Fontsize',16)

% adjust sidelobe sectors
wv = w'*vleftedge;
wd = w'*dleftedge;
BL = abs(wv).^2;       % BP at sector edges
DL = 2*real(wd.*wv);   % derivative of BP at sector edges   
n=nl;
while BL(n)>SLL & DL(n)>0           % In main beam if beam pattern>SLL and increasing
   n=n-1;
   uleft = uleft(1:n);
   uleftedge = uleftedge(1:n);
   vleft = vleft(:,1:n);
   vleftedge = vleftedge(:,1:n);
   dleftedge = dleftedge(:,1:n);
   lambdaleft = lambdaleft(1:n);
end      
nl = n;
plot([-1 uleftedge(nl) uleftedge(nl)],[SLLdb SLLdb -60],':r')

wv = w'*vrightedge;
wd = w'*drightedge;
BL = abs(wv).^2;       % BP at sector edge
DL = 2*real(wd.*wv);   % derivative of BP at sector edge
n=nr;
while BL(nr-n+1)>SLL & DL(nr-n+1)<0 % In main beam if beam pattern>SLL and decreasing
 
   uright = uright(2:n);
   urightedge = urightedge(2:n);
   vright = vright(:,2:n);
   vrightedge = vrightedge(:,2:n);
   drightedge = drightedge(:,2:n);
   lambdaright = lambdaright(2:n);
   n=n-1;
end      
nr = n;
plot([urightedge(1) urightedge(1) 1],[-60 SLLdb SLLdb],':r')
axis([-1 1 -60 0])

B = zeros(1,nl+nr);
for n=1:nl
   wT = w.*conj(vleft(:,n));
   B(n) = real(wT'*Qd*wT);                 % average BP 'error' from 0 in sector
end
for n=1:nr
   wT = w.*conj(vright(:,n));
   B(nl+n) = real(wT'*Qd*wT);              % average BP 'error' from 0 in sector
end
Pdiff = 10*log10(B)-10*log10(SLL*Delta);   % excess above SLL*Delta in dB                   
err = max(Pdiff);

while err>errtol
   deltaleft = alpha*lambdaleft.*(Pdiff(1:nl)>0);           % increase loading where constraint not met
   deltaright = alpha*lambdaright.*(Pdiff(nl+1:nl+nr)>0);   % increase loading where constraint not met
   lambdaleft = lambdaleft+deltaleft;
   lambdaright = lambdaright+deltaright;
   for n=1:nl
      AQ = AQ+deltaleft(n)*(vleft(:,n)*vleft(:,n)').*Qd;
   end
   for n=1:nr
      AQ = AQ+deltaright(n)*(vright(:,n)*vright(:,n)').*Qd;
   end
   w = inv(AQ)*vT*inv(vT'*inv(AQ)*vT);
   
   figure
   plot(uu,20*log10(abs(w'*vv)))
   hold on
   
   % adjust left hand sidelobe sectors
   wv = w'*vleftedge;
   wd = w'*dleftedge;
   BL = abs(wv).^2;       % BP at sector edge
   DL = 2*real(wd.*wv);   % derivative of BP at sector edge
   
   n=nl;
   while BL(n)>SLL & DL(n)>0          % In main beam if beam pattern>SLL and increasing
      n=n-1;                          
      uleft = uleft(1:n);
      uleftedge = uleftedge(1:n);
      vleft = vleft(:,1:n);
      vleftedge = vleftedge(:,1:n);
      dleftedge = dleftedge(:,1:n);
      lambdaleft = lambdaleft(1:n);
   end      
   nl = n;
   
   wv = w'*vrightedge;
   wd = w'*drightedge;
   BL = abs(wv).^2;       % BP at sector edge
   DL = 2*real(wd.*wv);   % derivative of BP at sector edge
   n=nr;
   while BL(nr-n+1)>SLL & DL(nr-n+1)<0 % In main beam if beam pattern>SLL and decreasing
      uright = uright(2:n);
      urightedge = urightedge(2:n);
      vright = vright(:,2:n);
      vrightedge = vrightedge(:,2:n);
      drightedge = drightedge(:,2:n);
      lambdaright = lambdaright(2:n);
      n=n-1;
   end      
   nr = n;
   
   plot([-1 uleftedge(nl) uleftedge(nl)],[SLLdb SLLdb -60],':r')
   plot([urightedge(1) urightedge(1) 1],[-60 SLLdb SLLdb],':r')
   axis([-1 1 -60 0])
 xlabel('\it u','Fontsize', 16)
ylabel('Beam pattern (dB)','Fontsize',16)
  
   hold off
   
   
   B = zeros(1,nl+nr);
   for n=1:nl
      wT = w.*conj(vleft(:,n));
      B(n) = real(wT'*Qd*wT);                 % average BP 'error' from 0 in sector
   end
   for n=1:nr
      wT = w.*conj(vright(:,n));
      B(nl+n) = real(wT'*Qd*wT);              % average BP 'error' from 0 in sector
   end
   Pdiff = 10*log10(B)-10*log10(SLL*Delta);  % excess above SLL*Delta in dB                   
   err = max(Pdiff);
end