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csmp

于 2021-04-20 发布 文件大小:1KB
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代码说明:

  CoSaMP,BP,OMP算法,比较它们在不同信噪比情况下的重构误差。(CoSaMP, BP, OMP algorithm and compare them with different SNR in the reconstruction error.)

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csmp.m

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    psat2.1.9-mat 最新版,很好的,可以用在matlab2014a中(psat2.1.9-mat new version,very good,using of matlab2014a)
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    when SNR is high , 1st sample estimator provides good estimate of A. it has no noise effect . so we don’t need averaging effect to reduce noise when SNR is high. However variance is still low in sample mean estimator which shows that in reality ,sample mean is good estimator than 1st sample estimator. So, for high SNR, we do not need to reduce the effect of noise by averaging. or we can say that for high SNR let say >1000 , 1st sample estimator got reduced noise. But as for as variance is concerned , the sample mean has low variance for high SNR as well.
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