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OMP算法:匹配追踪算法,输入字典和图像,获得图像在字典下的稀疏系数。有部分解释-OMP algorithm: matching pursuit algorithm, the input dictionary and images, access images in the dictionary under the sparse factor. Some explanation
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是一篇基于压缩感知的匹配追踪OMP重构算法的论文,详细的介绍了压缩感知及OMP算法,提出一个改进的算法。-Is a matching pursuit based on compressed sensing reconstruction algorithm OMP paper, a detailed descr iption of the compressed sensing and the OMP algorithm, proposed an improved algorithm.
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认知无线电OMP(正交匹配追踪法)压缩恢复算法-Cognitive Radio OMP (orthogonal matching pursuit method) compression recovery algorithm
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一个简单的运用正交匹配追踪算法(OMP)的程序,与Signal Recovery From Random Measurments Via Orthogonal Matching Pursuit中描述的OMP算法一致,可以使刚开始接触压缩传感(CS)的同学更快的入门,了解OMP算法-A simple algorithm using orthogonal matching pursuit (OMP) of the program, and Signal Recovery From Random Me
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正则化正交匹配追踪算法的函数,用matlab编写,可以求解压缩感知的信号重构问题-Regularization function orthogonal matching pursuit algorithm, using matlab prepared, can solve problems compressed sensing signal reconstruction
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光纤陀螺输出误差的allan方差分析,匹配追踪和正交匹配追踪,利用最小二乘算法实现对三维平面的拟合。- allan FOG output error variance analysis, Matching Pursuit and orthogonal matching pursuit, Least-squares algorithm to fit a three-dimensional plane.
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Contains a common array signal processing algorithm, Pisarenko harmonic decomposition algorithm, Matching Pursuit and orthogonal matching pursuit.
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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。(Matching pursuit algorithm)
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