資源簡介
交互式多模型算法(IMM)程序包 包括詳細說明文檔

代碼片段和文件信息
clear?all
close?all
clc
%%%加載數據
load?Measure.mat%加載量測數據
load?Real.mat%加載真實值數據
Z=TimeRPhi(2:3:);%量測值
Xr=TXYdXdYAxAyTPhi;%真值
%%%設置初值
T=0.1;%采樣時間
m=10;%斜距標準差
n=0.1/57.3;%方位角標準差
X=[10000;20;0;0;0;0];%狀態變量初值
P=diag([101010101010]);%誤差協方差初值
R=diag([m^2n^2]);%量測噪聲方差
F=[1?0?T?0?T^2/2?0;%狀態轉移矩陣
???0?1?0?T?0?T^2/2;
???0?0?1?0?T?0;
???0?0?0?1?0?T;
???0?0?0?0?1?0;
???0?0?0?0?0?1];
Ta=[T^2/2?0?T?0?1?0;
????0?T^2/2?0?T?0?1];
Ta=Ta‘;%噪聲陣
%?sigam=60;
sigam=20;
Q=Ta*Ta‘*sigam^2;%系統噪聲方差
for?k=1:501
????Xk=F*X;
????Pk=F*P*F‘+Q;
????Zk=[((Xk(1))^2+(Xk(2))^2)^0.5;atan((Xk(2))/(Xk(1)))];
????H11=Xk(1)/((Xk(1))^2+(Xk(2))^2)^0.5;
????H12=Xk(2)/((Xk(1))^2+(Xk(2))^2)^0.5;
????H21=-Xk(2)/((Xk(1))^2+(Xk(2))^2);
????H22=Xk(1)/((Xk(1))^2+(Xk(2))^2);
????H=[H11?H12?0?0?0?0;
???????H21?H22?0?0?0?0];
???
????K=Pk*H‘*inv(H*Pk*H‘+R);
????X=Xk+K*(Z(:k)-Zk);
????P=Pk-K*H*Pk;
????Xe(:k)=X;
????Re=((X(1))^2+(X(2))^2)^0.5;
????Te=atan(X(2)/X(1));
????Ze(:k)=[Re;Te];
????
end
figure(1)
plot(Xe(1:)Xe(2:)Xr(2:)Xr(3:)‘r‘)
figure(2)
plot(Xr(7:)-Xe(6:)‘r‘)
%?figure(2)
%?plot(Xr(9:)-Ze(2:)‘r‘)
%?hold?on
%?plot(Xr(9:)-Z(2:))
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????1265??2009-09-12?16:01??IMM0902_20090916\CAEKF.m
?????文件????????175??2009-09-05?08:53??IMM0902_20090916\FX1.m
?????文件????????176??2009-09-05?08:53??IMM0902_20090916\FX2.m
?????文件????????142??2009-09-05?08:53??IMM0902_20090916\FZ.m
?????文件????????555??2009-11-20?12:51??IMM0902_20090916\IMM0902程序說明.txt
?????文件???????5626??2009-09-16?10:52??IMM0902_20090916\IMMUKF.m
?????文件??????12053??2009-09-05?08:53??IMM0902_20090916\Measure.mat
?????文件??????36108??2009-09-05?08:53??IMM0902_20090916\Real.mat
?????文件?????286277??2009-11-20?12:47??IMM0902_20090916\機動目標跟蹤.pdf
?????目錄??????????0??2009-11-20?12:51??IMM0902_20090916
-----------?---------??----------?-----??----
???????????????342377????????????????????10
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