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壓縮感知的一個恢復算法,規則化正交匹配追蹤

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代碼片段和文件信息

ifunction?[vOut?numIts]?=?romp(n?Phi?x)
%?[vOut]?=?romp(n?Phi?x)
%%%?PARAMETERS?%%%%%%%%%%%%%%%%%%%%%%%%%%%
%?d?=?ambient?dimension?of?the?signal?v
%?N?=?number?of?measurements
%?n?=?sparsity?level?of?n
%?Phi?=?N?by?d?measurement?matrix
%?x?=?measurement?vector?(Phi?*?v)
%?vOut?=?reconstructed?signal
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%%%?FUNCTION?DEscriptION?%%%%%%%%%%%%%%%%%
%?romp?takes?parameters?as?described
%?above.?Given?the?sparsity?level?n?and
%?the?N?by?d?measurement?matrix?Phi?and
%?the?measurement?vector?x?=?Phi?*?v?romp
%?reconstructs?the?original?signal?v.
%?This?reconstruction?is?the?output.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

clear?r?I?J?J0?u?b?ix?numIts?Jvals?
warning?off?all

N?=?size(Phi?1);
d?=?size(Phi?2);

%?Set?resi

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????2030??2009-08-28?16:01??regular_omp.m

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