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OMP_1
- 该函数为OMP算法的函数实现，可以直接来调用，其根据沙维老师的CS_OMP改编-This function is a function of OMP algorithm to achieve, you can call directly to their teacher s CS_OMP adapted according to Shawei
OMP
- 一个很好的MATLAB源代码——OMP，OMP算法的改进之处在于：在分解的每一步对所选择的全部原子进行正交化处理，这使得在精度要求相同的情况下，OMP算法的收敛速度更快。-A good MATLAB source code-- OMP, OMP algorithm improvement lies in: every step of the decomposition of orthogonalization processing all of the selected atoms, which
CoSaMP-and-OMP-for-sparse-recovery
- 压缩感知信号恢复算法OMP和CoSaMP算法，常用的算法- x = CoSaMP( A, b, k ) uses the Compressive Sampling Matched Pursuit (CoSaMP) algorithm (see Needell and Tropp s 2008 paper http://arxiv.org/abs/0803.2392 ) to estimate the solution to the equation
CS_CoSaMP
- 压缩感知重构算法之压缩采样匹配追踪（CoSaMP）算法matlab程序，CoSaMP也是对OMP的一种改进，每次迭代选择多个原子，除了原子的选择标准之外，它有一点不同于OMP：ROMP每次迭代已经选择的原子会一直保留，而coSaMP每次迭代选择的原子在下次迭代中可能会被抛弃。-Compressed sensing reconstruction algorithm compression sampling of Matching Pursuit (CoSaMP) algorithm matlab
ksvd-omp
- 这是个基于matlab的ksvd-omp算法-it s a ksvd-omp
omp-master
- 压缩感知重构算法之正交匹配追踪(OMP)。 一个不错的MATLAB源代码。(% Othogonal matching pursuit of Tropp et Gilbert % Find greedy approx of s s.t. phi*s = y % y : data % phi : measurement matrix % K :number of vectors used in the approx (typ. = S or M) % Written by David M