資源簡介
卡爾曼濾波方法用于估計物體運動參數,卡爾曼濾波在運動目標跟蹤問題中。超級推薦,絕對可以運行,隨機模擬運動估計,效果非常不錯,是個老外寫的。
代碼片段和文件信息
function?[FHQRinitx?initV]?=?AR_to_SS(coef?C?y)
%
%?Convert?a?vector?auto-regressive?model?of?order?k?to?state-space?form.
%?[FHQR]?=?AR_to_SS(coef?C?y)
%?
%?X(i)?=?A(1)?X(i-1)?+?...?+?A(k)?X(i-k+1)?+?v?where?v?~?N(0?C)
%?and?A(i)?=?coef(::i)?is?the?weight?matrix?for?i?steps?ago.
%?We?initialize?the?state?vector?with?[y(:k)‘?...?y(:1)‘]‘?since
%?the?state?vector?stores?[X(i)?...?X(i-k+1)]‘?in?order.
[s?s2?k]?=?size(coef);?%?s?is?the?size?of?the?state?vector
bs?=?s?*?ones(1k);?%?size?of?each?block
F?=?zeros(s*k);
for?i=1:k
???F(block(1bs)?block(ibs))?=?coef(::i);
end
for?i=1:k-1
??F(block(i+1bs)?block(ibs))?=?eye(s);
end
H?=?zeros(1*s?k*s);
%?we?get?to?see?the?most?recent?component?of?the?state?vector?
H(block(1bs)?block(1bs))?=?eye(s);?
%for?i=1:k
%??H(bl
?屬性????????????大小?????日期????時間???名稱
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?????文件???????1107??2003-05-28?19:19??Kalman_matlab\AR_to_SS.m
?????文件????????425??2003-05-28?19:19??Kalman_matlab\convert_to_lagged_form.m
?????文件????????354??2003-05-28?19:19??Kalman_matlab\ensure_AR.m
?????文件???????1045??2003-05-28?19:19??Kalman_matlab\eval_AR_perf.m
?????文件????????733??2003-05-28?19:19??Kalman_matlab\gaussian_prob.m
?????文件???????2899??2003-05-28?19:19??Kalman_matlab\kalman_filter.m
?????文件???????2392??2003-05-28?19:19??Kalman_matlab\kalman_forward_backward.m
?????文件???????1584??2003-05-28?19:19??Kalman_matlab\kalman_smoother.m
?????文件???????1840??2003-05-28?19:19??Kalman_matlab\kalman_update.m
?????文件???????1022??2003-05-28?19:19??Kalman_matlab\learning_demo.m
?????文件????????819??2003-05-28?19:19??Kalman_matlab\learn_AR.m
?????文件????????687??2003-05-28?19:19??Kalman_matlab\learn_AR_diagonal.m
?????文件???????5498??2003-05-28?19:19??Kalman_matlab\learn_kalman.m
?????文件????????898??2003-05-28?19:19??Kalman_matlab\plotgauss2d.m
?????文件????????507??2003-05-28?19:19??Kalman_matlab\plot_ellipse.m
?????文件????????535??2003-05-28?19:19??Kalman_matlab\README
?????文件????????505??2007-01-10?04:09??Kalman_matlab\sample_gaussian.m
?????文件???????1797??2003-05-28?19:19??Kalman_matlab\sample_lds.m
?????文件???????1199??2003-05-28?19:19??Kalman_matlab\smooth_update.m
?????文件????????579??2003-05-28?19:19??Kalman_matlab\SS_to_AR.m
?????文件???????1989??2012-06-18?16:19??Kalman_matlab\tracking_demo.asv
?????文件???????1989??2012-06-18?16:20??Kalman_matlab\tracking_demo.m
?????目錄??????????0??2012-06-18?16:14??Kalman_matlab
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