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the Compressed Sensing (CS) methods in general and analyze the performance of Compressive Channel Estimation (CCE). CCE is an application of the theory and methodology of CS to the problem of estimating doubly selective channels in multicarrier syste
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几种基本的压缩感知（CS）重构算法的源代码，包含MP,OMP,Cosamp，StOMP，SAMP等算法-Several basic compressed sensing (CS) reconstruction algorithm source code, including MP, OMP, Cosamp, StOMP, SAMP algorithm
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此仿真的原理基于压缩感知理论，以LFM为采集信号，测量矩阵使用的是伯努利矩阵，恢复算法采用的是OMP算法，恢复效果不错，想学习压缩感知方面知识的可以下载仿真使用！
-The principle of the simulation based on compressed sensing theory, collection for LFM signal, measure matrix using Bernoulli matrix, recovery algorithm USES is OMP
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Compressed Sensing tool
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基于压缩传感的匹配追踪重建算法研究。给出了OMP的一种改进方案。OMP算法本身耗时过长速度过慢，本文的改
进方案将图像进行分块后再处理，从而大大降低了OMP算法每次迭代的矩阵规模。
实验结果表明，该方案在不明显降低重建效果的同时提高了运算速度。-Matching track reconstruction algorithm based on compressed sensing
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基于MATLAB的图像压缩感知毕业设计说明书。运用matlab软件，在离散傅里叶变换（DFT）和离散余弦变换（DCT）分块CS的基础上，采用正交匹配追踪算法（OMP）实现了对一维信号和二维图像的高概率重构。将重构结果与原始信号对比，结果表明，只要采样数M（远小于奈奎斯特定理所需要的采样率）能够包含图像所需要的有用信息时，CS算法就能精确的完成对图像的重构，并且重构效果也比较好-Compressed sensing image graduation design specification bas
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文件主要是对利用压缩感知对MRI进行数据重构，重构方式是基于全变分共轭梯度法-the folder contains some Matlab codes used for applying compressed sensing(CS) in MRI. morever, these codes are based on BP-TV.
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香港大学电机电子工程系沙威老师的有关压缩感知的matlab程序。-the matlab codes for the compressed sensing.
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关于压缩感知使用的凸优化工具包，非常实用，基于OMP的压缩感知。能够有效的压缩信息。-About compressed sensing using convex optimization toolkit, very practical, perception-based compression OMP. Can effectively compress the information.
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最全的cs重构算法matlab代码及其参考文献，包括BP，COSAMP, Cotourlet, CURVELET, DWT, GPSR, Grouplet, MP, OMP, ROMP, SP, StOMP等-Contain almost all the algorithm of Compressed Sensing（CS）:COSAMP, Cotourlet, CURVELET, DWT, GPSR, Grouplet, MP, OMP, ROMP, SP, StOMP and so on
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此压缩包为关于压缩感知的基础程序，有助于初学者进行学习体会，内容较完整。-This archive is on the basis of compressed sensing program that helps beginners learn experience, more complete content.
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这是写的压缩感知的几种算法，包括BP,MP,OMP,ROMP几种算法，算法的恢复包括使用一维信号和lena图片，希望对你们有帮助-It is written in the compressed sensing of several algorithms, including the restoration of BP, MP, OMP, ROMP several algorithms, algorithms including the use of a one-dimensional signa
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最新理论压缩感知中的信号重构算法，能够实现OMP这种常用的重构算法-The latest theory of compressed sensing signal reconstruction algorithms to achieve this common OMP reconstruction algorithm
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最新理论压缩感知中最常用的的算法MP算法，用MATLAB实现，可运行-The latest theory is the most commonly used compressed sensing algorithm MP algorithm, implemented using MATLAB, and you can run
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单快拍下的压缩感知（CS）应用于波达方向（DOA）估计的源程序，采用OMP算法-Single fast photographed compressed sensing (CS) is applied DOA (DOA) estimate of the source, using OMP algorithm
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基于CS测量矩阵优化的图像融合，测量矩阵是压缩感知理论的三大核心部分之一，它直接影响着压缩感知理论在图像融合领域的应用-Image Fusion CS measurement matrix optimization, measurement matrix is compressed sensing theory of one of the three core parts, which directly affects the compressive sensing
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CS压缩感知在雷达SAR成像应用，含7个小程序-CS Compressed Sensing in SAR radar imaging applications, including seven small program
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2个压缩感知CS算法的matlab程序，包括稀疏分解等-CS 2 compressed sensing algorithm matlab procedures, including sparse decomposition
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A matlab code for compressed sensing algorithm.19/5/2015
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We propose a compressive method for tracking doubly selective
channels within multicarrier systems, including OFDMsystems. Using
the recently introduced concept of modified compressed sensing
(MOD-CS), the sequential delay-Doppler sparsity of t
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