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本文章详述了压缩传感的的基础知识，对于初学者全面了解压缩传感比较有利-This article details the basics of compressed sensing, a comprehensive understanding of compressed sensing for beginners more favorable
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压缩感知中常用的DCT基，用来对图像进行稀疏化处理的，可供初学者学习参考-DCT compressed sensing commonly used base for sparse image processing, for beginners to learn reference
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压缩感知中经典算法的matlab代码，如包含典型的匹配追踪算法，子空间追踪算法等等。-Compressed sensing classical algorithm matlab code, such as those containing the typical matching pursuit algorithm, subspace tracking algorithms and so on.
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认知无线电中基于压缩感知的协作频谱检测算法。-Compressed sensing in cognitive radio based cooperative spectrum sensing algorithm.
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认知无线电中基于压缩感知的协作频谱检测算法。用matlab实现该算法的仿真结果。-Compressed sensing in cognitive radio based cooperative spectrum sensing algorithm. Implementation of the algorithm using matlab simulation results.
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大学大作业，量化的压缩感知1-bit的各种方法，FPC，AOP，CoSaMP等等。-University of large operations, a variety of methods to quantify the compressed sensing of 1-bit, FPC, AOP, CoSaMP so.
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压缩感知大牛陆吾生写的代码，可以直接运行，有机会可以搜一下他的视频，真的讲的好-Compressed sensing born Daniel Lu I write code that can be run directly, have the opportunity to search about his video, really good talk
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压缩感知综述，初学者可以从中了解，实验室报告用的-The report on compressed sensing, beginners can learn about it
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该代码利用matlab对压缩感知的基本问题进行了仿真分析，里面涉及到了模拟信息转换的各部分内容-The basic question matlab code to use compressed sensing simulation analysis, which involves various parts of the conversion of analog information
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在对能量收集传感网中的压缩感知技术的学习研究过程中，探讨了满足RIP下，所需的测量数m；允许MSE下，可实现的系统延迟；利用LDT，分析SNR不均匀性对k限制特征值的影响。-For energy harvesting sensor networks in the compressed sensing technology learning research, discusses meet the RIP, the required number of measurements m allow
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连续压缩感知，解决基失配问题，比较新的研究方向和文献。（附文献程序）-Continuous compressive sensing, base mismatch problem solving, relatively new research directions and literature. (With literature procedures)
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信号的压缩感知变换 其中测量矩阵为DCT矩阵-Signal compressed sensing measurement matrix for DCT matrix converters
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A method for constructing low coherence sensing
matrices based on best spherical codes is proposed. Such matrices
are applied in Compressed Sensing (CS) to obtain measurements
of a sparse vector. With the means of CS, it is possible to
recons
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These MATLAB programs implement the Block Compressed Sensing - Smoothed Projected Landweber (BCS-SPL) algorithm as described in paper: S. Mun and J. E. Fowler, "Block Compressed Sensing of Images Using Directional Transforms," submitted to
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Stability of l1 minimisation in compressed sensing
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正交匹配追踪算法每次迭代均只选择与残差最相关的一列，自然人们会想：“每次迭代是否可以多选几列呢?”，正则化正交匹配追踪(RegularizedOMP)就是其中一种改进方法。本篇将在上一篇《压缩感知重构算法之正交匹配追踪(OMP)》的基础上给出正则化正交匹配追踪(ROMP)算法的MATLAB函数代码，并且给出单次测试例程代码、测量数M与重构成功概率关系曲线绘制例程代码。-Compressed Sensing
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some matlab codes of hyperspectral compressed sensing
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This the file for the omp algorithm for compressed sensing-This is the file for the omp algorithm for compressed sensing
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一种基于压缩感知的遥感影像融合处理方法，以压缩感知理论为核心，结合小波变换的方法进行低分辨率影像的重构，最终获得融合影像。(A method of remote sensing image fusion based on compressed sensing, which takes compression sensing theory as the core, combines wavelet transform method to reconstruct low resolution ima
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用于实现IEEE论文“Bayesian Compressive Sensing”的图2和图4的。(This set of Matlab (7.0) functions contain the core code for generating
Fig.2 and Figs.4(a,b) of the following paper:"Bayesian Compressive Sensing"
Shihao Ji, Ya Xue, and Lawrence Carin,
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