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2下载：
该代码实现的是压缩感知理论中的信号恢复问题。将压缩感知理论中的信号恢复问题转化为带参数约束的回归问题，从而利用贝叶斯理论实现参数估计，从而得到高效的重建稀疏信号。-The code to achieve the signal recovery problems in the theory of compressed sensing. Recovery issues into regression problems with parameter constraints will signal co
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压缩感知 正交匹配追踪一些人关心压缩感知与雷达成像，他们把稀疏表示放在最重要的地方，以为在雷达成像中成功实现压缩感知关键是稀疏表示；
事实上并不是如此。我们知道：压缩感知需要建立AX=B,且该方法具有较低的抑制信噪比能力；另外雷达成像的基础是雷达
信号与目标的相互作用，也就是电磁波与介质的相互作用，该相互作用是一个非常复杂的非线性问题，因此研究这个问题与
压缩感知的关系才是解决雷达成像问题的关键点所在。从另外一个角度来看，雷达成像中惯用的方法是匹配滤波，
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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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压缩感知中基于DCT基的OMP算法，用正交匹配追踪重构出原始信号-DCT-based compressed sensing based OMP algorithm, orthogonal matching pursuit reconstruct the original signal
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压缩传感L1范数译码源程序，程序简单易懂注释详细，对初学者有很大帮助-L1 norm compressed sensing decoding source code, the program easy to understand comments detailed, very helpful for beginners
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用于图形图像处理中的图像压缩。其中的方法是用于压缩感知.-Graphic image processing for image compression. One method is for compressed sensing.
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压缩感知的几种重构算法比较的源代码 有OMP CoSaMP SP等 现有算法包括的比较全-Several compressed sensing reconstruction algorithm to compare the source code has OMP CoSaMP SP comparison of other existing algorithms, including full-
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压缩传感引论(沙威博士)：压缩感知如门级文章，对正交匹配追踪算法进行了详细的阐述。-Compressed sensing cited theory (Savit Ph.D.): compressed sensing, such as gate-level article on the orthogonal matching pursuit algorithm in detail.
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在稀疏域中，基于迭代阈值的线性反转问题，Daubechies 的经典外文文章，用于压缩感知-In the sparse domain, iterative threshold-based linear inversion problem, Daubechies classic foreign language articles for compressed sensing
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压缩传感的几篇硕博士论文，可以帮助新手入门和毕业生写论文-Compressed sensing several Dissertations, and graduates can help beginners write papers
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压缩感知理论，系数学习工具箱，多个信号算子，观测矩阵算子-Compressed sensing theory, the coefficient of learning toolbox, multiple signal operator, the observation matrix operator
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SOMP算法，该算法主要是应用在压缩传感中的信号恢复算法。-Compressed Sensing
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FPC算法，用于信号去噪，压缩传感。产生信号，进行PDCT后，在进行压缩传感的重构。-FPC algorithm for signal de-noising, compression sensing. Have a signal, carried out after PDCT, in Reconstruction of compressed sensing.
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压缩包内是有关于分布压缩传感的源程序，希望对大家有参考价值-Compressed package is about the distribution of compressed sensing of the source, I hope to be valuable
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压缩感知中求解最优L1范数问题的BP算法内含指导文章-Compressed sensing in L1 norm to solve the problem of optimal BP algorithm article contains guidance
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MP重构算法程序！可以直接运行！而且有十分清晰的注释！适合刚接触压缩感知重构算法初学者使用-compressed sensing reconstruction matching puristi
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压缩感知理论及其新的进展，压缩感知理论入门资料-Compressed sensing theory and its new progress, introductory information on compressed sensing theory
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凸规划建模系统,包含用户手册，有助于学习压缩感知。-Convex programming modeling systems, including user manuals, helpfull for learning compressed sensing .
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一个基于压缩感知（压缩传感）的噪声降低的外文资料，把压缩感知运用到去噪上，是近期研究的热点-A perception-based compression (compressed sensing) and noise reduction in foreign language information, the compressed sensing applied to the de-noising on the recent study of the hot
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压缩感知的几种算法的检测概率的对比，M-OMP，MP，OMP-Several compressed sensing algorithm comparison of detection probability, M-OMP, MP, OMP
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