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CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
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一种压缩感知信号恢复算法，针对贪婪迭代类算法中的正交匹配追踪（OMP)算法的改进。OMP在每次迭代过程中选择出的原子并不是最优的，无法使本轮迭代中残差的减少最大化。本例程实现了改进的最优OMP算法，即Optimised_OMP，保证每次迭代选出的原子与已选出的原子序列所构成的平面正交，因而可以使残差下降的更快，从而加速算法收敛。-A compressed sensing signal recovery algorithms track (OMP) algorithm and orthogonal
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Algorithm as described in "CoSaMP: Iterative signal recovery from
incomplete and inaccurate samples"
-Algorithm as described in "CoSaMP: Iterative signal recovery from
incomplete and inaccurate samples"
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COSAMP: ITERATIVE SIGNAL RECOVERY
FROM INCOMPLETE AND INACCURATE SAMPLES
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本matlab程序主要是处理稀疏信号重构问题的，基于L1迭代阈值算法进行恢复的。（软阈值算法）-The matlab program mainly sparse signal reconstruction problems, L1 iterative thresholding algorithm based recovery. (Soft thresholding algorithm)
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