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  • 大小: 3KB
    文件類型: .m
    金幣: 1
    下載: 0 次
    發(fā)布日期: 2021-01-02
  • 語言: Matlab
  • 標(biāo)簽: POCS??matlab??

資源簡介

壓縮傳感的重構(gòu)算法POCS的實現(xiàn),matlab的代碼

資源截圖

代碼片段和文件信息

function?xest?=?pocs(Phi?l1val?y?niter)
%?Syntax?:
%??xest?=?cspocs_l1(Phi?aPhi?l1val?y?niter)
%
%?Description?:?Testing?Candes?and?Romberg?POCS?(alternate?Projection?Onto
%?Convex?Sets)?for?CS?recovery?aka?recovering?of?x?from?y?=?Phi*x?when
%?size(Phi1)?%?
%?In?:
%?*?Phi?aPhi?:?Measurement?matrix?and?its?reconstruction
%?*?l1val?:?the?l1?norm?of?the?intial?signal?x?i.e.?norm(x1)
%?*?niter?:?maximun?number?of?alternate?projections.
%
%?Out?:
%?*?xest?:?the?recovered?(or?estimated)?signal?x
%
%?Author?of?this?mfile?:?L.?Jacques?LTS2/EPFL?2008.
%????
%?Reference?:?
%????Algo?described?in?“Practical?Signal?Recovery?from?Random?Projections“
%????Emmanuel?Cand鑣?and?Justin?Romberg
%?Example?:
%?>>?N=128;?K=20;
%?>>?x=[rand(1K)?zeros(1N-K)]‘;?x

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