搜索资源列表
jiontLAOMP
- 在分布式压缩感知中的一种重构算法，联合向前正交追踪算法。-In a distributed compressed sensing reconstruction algorithm, combined forward orthogonal tracking algorithms.
l1_ls_matlab
- 压缩感知，利用l1范数的重建方法：l1_ls.m，以及两个简单例子和说明文档-Using the l1 norm reconstruction method: l1_ls.m
compressed-sensingDOA
- 基于压缩感知，利用最大似然函数进行DOA估计的两种方法-Based on compressed sensing, using the maximum likelihood function of the two methods for DOA Estimation
GPSR
- 压缩感知重建算法，其中包含GPSR-BB、GPSR-Basic两类算法的代码-Compressed sensing reconstruction algorithm, which contains GPSR-BB, GPSR-Basic types of algorithm code
cvx
- 好用的matlab实现凸优化工具包，适用于压缩感知重构过程-Easy to use matlab to achieve a convex optimization tool kit for compressed sensing reconstruction process
CS_OMP
- 压缩感知领域用于信号恢复的一种经典算法正交匹配算法的一种实现方式。-Compressed sensing signal recovery field for a classical algorithm an orthogonal matching algorithm implementation.
CoSAMP
- 压缩感知中的压缩采样匹配追踪算法.该算法是对OMP算法的改进，运行速度快，重建质量好-Compressed sensing compressive sampling matching pursuit algorithm This algorithm is OMP algorithm, running speed, good quality reconstruction
cs_doa
- 压缩感知实现阵列信号处理 对比MUSIC方法-Compressed sensing array signal processing to achieve contrast MUSIC algorithm
OPM-matlab
- 基于压缩感知的匹配基追踪算法的matlab实现-Based on compressed sensing based tracking algorithm matlab matching
RICE-UNIVERSITY
- 标准压缩感知（CS）理论决定了可靠的信号恢复是可能给M= O（KLOG（N / K））的测量。我们证明了它可以通过利用超越简单的稀疏性和可压缩性由包括价值观和信号系数的位置之间的依赖关系更加逼真信号模型大大降低Mwithout牺牲的鲁棒性。-The standard compressive sensing (CS) theory dictates that robust signal recovery is possible from M=O(Klog(N/K))
0253-987X(2010)02-0088-04
- 超宽带通信压缩感知信道估计与信号检测方法-Ultra Wide-Band Channel Estimation and Signal Detection Through Compressed Sensing
12
- 用于压缩感知的各种稀疏变换基和观测矩阵，有具体的源程序，是用matlab编程的。-Compressed sensing for a variety of sparse matrix transform bases and observations, a specific source is using matlab programming.
CS_SOMP
- 本程序可以实现对一维信号的压缩感知SOMP算法重构-the SOMP algorithm compressed sensing reconstruction
CS_ROMP
- 本程序可实现对一维信号的压缩感知ROMP重构-This program can be realized on the perception of one-dimensional signal compression reconstruction ROMP
CS_MP
- 本程序可实现对一维信号的压缩感知MP算法重构-This program can be realized on a one-dimensional signal compression algorithm for reconstruction perception MP
OMP
- 本程序可实现对一维信号的压缩感知OMP算法重构-This program can be realized on the perception of one-dimensional signal compression algorithm OMP reconstruction
cs
- 压缩感知的 源代码 ，对通信信号进行仿真，omp追踪方法-this is the code of compressed sensing for the simulation of communication signal,omp tracing method is used in this simulition.
compressed-sensing
- matlab 写的 压缩感知的程序，基于压缩感知 + bp + omp + mp 对 lena.jpg 256*256 图片进行采样和还原，仿真了还原的效果，对不同snr下的还原效果进行研究和仿真-Compressed sensing program matlab write, based on compressed sensing+ bp+ omp+ mp lena.jpg 256* 256 images on sampling and restore, restore the simulat
CS_OMP
- 详细解释了压缩感知中正交匹配追踪算法的流程并编程实现，并代码进行了仿真测试。-A detailed explanation of the process of orthogonal matching pursuit algorithm and programming, simulation and code testing.
lecture-notes
- 《压缩感知与稀疏恢复》课程是 Justin Romberg教授访问清华大学期间讲授的短期课程。该资料为其讲课的课件。-"Compressed sensing and sparse recovery" is taught during the visit Tsinghua University professor Justin Romberg short courses. The data for lectures courseware.