?? tayloralgorithm.m
字號(hào):
function X = TaylorAlgorithm(BSN, MSP, Radius, Noise)
%TAYLORALGORITHM 本函數(shù)用于實(shí)現(xiàn)無(wú)線定位中的TAYLOR算法
% - BSN 為基站個(gè)數(shù),3 < BSN <= 7;
% - MSP 為移動(dòng)臺(tái)的初始位置, MSx, MSy均為[0,1]之間的數(shù);
% 特別要注意服務(wù)小區(qū)與MS之間的關(guān)系,MS的位置不能越界。
% - Noise 測(cè)距誤差方差.
% - R 為小區(qū)半徑,單位(meter);
% - X 為移動(dòng)臺(tái)經(jīng)算法處理后的位置.
% 參數(shù)檢查:
if nargout ~= 1 & nargout ~= 0,
error('Too many output arguments.');
end
if nargin ~= 4,
error('Wrong number of input arguments.');
end
% 初始參數(shù):
BS = Radius*NetworkTop(BSN);
MS = Radius*MSP;
% TDOA協(xié)方差矩陣Q:
Q = eye(BSN-1);
% 初始估計(jì)位置:
iEP = MS;
% h0:
for i = 1: BSN,
MeaDist(i) = sqrt((MS(1) - BS(1,i))^2 + (MS(2) - BS(2,i))^2);
end
for i = 1: BSN-1,
h0(i) = MeaDist(i+1) - MeaDist(1) + Noise*randn(1); %TDOA測(cè)量值
end
% 算法開(kāi)始:
for n = 1: 10,
% Rn:
R1 = sqrt(iEP(1)^2 + iEP(2)^2);
for i =1: BSN-1,
R(i) = sqrt((iEP(1) - BS(1,i+1))^2 + (iEP(2) - BS(2,i+1))^2);
end
% ht:
for i = 1: BSN-1,
h(i) = h0(i) - (R(i) - R1);
end
ht = h';
% Gt:
for i = 1: BSN-1,
Gt(i, 1) = -iEP(1)/R1 - (BS(1, i+1) - iEP(2))/R(i);
Gt(i, 2) = -iEP(2)/R1 - (BS(2, i+1) - iEP(2))/R(i);
end
% delt:
delt = inv(Gt'*inv(Q)*Gt)*Gt'*inv(Q)*ht;
EP = iEP + delt';
iEP = EP;
end
% 結(jié)果輸出:
if nargout == 1,
X = EP;
elseif nargout == 0,
disp(EP);
end
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