?? chanalgorithm_a.m
字號:
function X = ChanAlgorithm_A(BSN, MSP, ACP, Radius, Noise, ANoise)
%CHANALGORITHM 本函數用于實現無線定位中的CHAN算法
% - BSN 為基站個數,3 < BSN <= 7;
% - MSP 為移動臺的初始位置, MSx, MSy均為[0,1]之間的數;
% 特別要注意服務小區與MS之間的關系,MS的位置不能越界。
% - Noise 測距誤差方差。
% - R 為小區半徑,單位(meter);
% - X 為移動臺經算法處理后的位置.
%See also: ChanAlgorithm.m
% 李金倫,西南交通大學
% 10 December, 2004, 第一版
% 參數檢查:
if nargout>1,
error('Too many output arguments.');
end
if nargin ~= 6,
error('Wrong number of input arguments.');
end
% 算法開始:
BS = Radius*NetworkTop(BSN);
MS = Radius*MSP;
AC = Radius*ACP;
% 噪聲功率:
% Q = eye(BSN)*Noise^2;
% % r = sqrt(MS(1)^2 + MS(2)^2);
Q = eye(BSN);
% Q(BSN,BSN) = (Radius*ANoise)^2;
% Q(BSN,BSN) = 1;
alfa0 = atan((AC(2) - MS(2))/(AC(1) - MS(1)));
alfar = alfa0 + ANoise*randn(1);
% 第一次LS:
% Ri
K1 = 0;
for i = 1: BSN,
R0(i) = sqrt((BS(1,i) - MS(1))^2 + (BS(2,i) - MS(2))^2);
end
for i = 1: BSN-1,
R(i) = R0(i+1) - R0(1) + Noise*randn(1);
K(i) = BS(1,i+1)^2 + BS(2,i+1)^2;
end
% Ga
Ga = zeros(BSN, 3);
for i = 1: BSN-1,
Ga(i,1) = -BS(1, i+1);
Ga(i,2) = -BS(2, i+1);
Ga(i,3) = -R(i);
end
Ga(BSN,1) = 0.5*tan(alfar);
Ga(BSN,2) = -0.5;
Ga(BSN,3) = 0;
% h
h = zeros(1, BSN);
for i = 1: BSN-1,
h(i) = 0.5*(R(i)^2 - K(i) + K1);
end
h(BSN) = 0.5*(AC(1)*tan(alfar) - AC(2));
% 由(14b)給出B的估計值:
Za0 = pinv(Ga'*pinv(Q)*Ga)*Ga'*pinv(Q)*h';
% 利用這個粗略估計值計算B:
B = eye(BSN);
for i = 1: BSN-1,
B(i,i) = sqrt((BS(1,i+1) - Za0(1))^2 + (BS(2,i+1) - Za0(2))^2);
end
B(BSN,BSN) = 1;
% FI:
FI = B*Q*B;
% 第一次LS結果:
Za1 = pinv(Ga'*pinv(FI)*Ga)*Ga'*pinv(FI)*h';
if Za1(3) < 0,
Za1(3) = abs(Za1(3));
end
%***************************************************************
% 第二次LS:
% 第一次LS結果的協方差:
CovZa = pinv(Ga'*pinv(FI)*Ga);
% sB:
sB = eye(3);
for i = 1: 3,
sB(i,i) = Za1(i);
end
% sFI:
sFI = 4*sB*CovZa*sB;
% sGa:
sGa = [1, 0; 0, 1; 1, 1];
% sh
sh = [Za1(1)^2; Za1(2)^2; Za1(3)^2];
% 第二次LS結果:
Za2 = pinv(sGa'*pinv(sFI)*sGa)*sGa'*pinv(sFI)*sh;
% Za = sqrt(abs(Za2));
Za = sqrt(Za2);
% 輸出:
if Za1(1) < 0,
out1 = -Za(1);
else
out1 = Za(1);
end
if Za2(1) < 0,
out2 = -Za(2);
else
out2 = Za(2);
end
%
out = [out1;out2];
out = Za;
if nargout == 1,
X = out;
elseif nargout == 0,
disp(out);
end
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