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基于SAMP算法OFDM系统信道估计11
- 本程序为基于压缩感知的信道估计算法，其用途在于利用信道的稀疏性来降低导频的使用，获得较好的信道估计精度(This program is a compressed sensing based channel estimation algorithm, which uses the sparsity of the channel to reduce the use of pilot and obtain better channel estimation accuracy.)
压缩感知贪婪算法
- 压缩感知贪婪算法包含众多算法，包括常见的OMP，CosAMp，SP等全部都有
CS的一些重构算法
- 压缩感知的所有重构算法，包括OMP,ROMP,SAMP,StoMP等等算法。(All reconstruction algorithms of compressed sensing include OMP, ROMP, SAMP, StoMP and so on.)
omp
- 基于压缩感知的OMP稀疏重构，与MP方法进行区别(sparse reconstruction using OMP based on compressive sensing)
压缩感知三维点_程序
- 对模型进行三维成像，向量化三维成像和压缩感知三维成像(Three dimensional imaging, vectorization 3D imaging and compressed sensing 3D imaging are performed on the model.)
ct程序备份
- 键词： 压缩感知算法 用于运动目标的跟踪(Compressed sensing algorithm for tracking of moving targets)
msequence-csomp
- m序列构造的压缩感知测量矩阵重建概率恢复(Compressed sensing matrix reconstruction probability recovery of m-sequence construction)
Fourier
- 利用傅里叶矩阵构造压缩感知测量矩阵恢复重建概率(Using the Fourier matrix to construct a measurement matrix to recover the reconstruction probability)
Fourier-k-m-reconstuction
- 在构造压缩感知测量矩阵中，用傅里叶矩阵实现稀疏度k和m与信噪比之间的关系(In the construction of compressed sensing measurement matrix, the relationship between sparsity k and m and signal-to-noise ratio is realized by Fourier matrix.)
Wavelet_OMP
- 使用小波当稀疏基的OMP压缩感知实现,直接可以运行,压缩包内有图片(Using wavelet as the OMP compressed sensing implementation of sparse base, it can run directly, and there are pictures in the compressed package.)
BSBL_BO
- BSBL 重构算法,可以在压缩感知信号处理之后重构出原始信号(compress sense BSBL reconstruction)
NLR_CS
- 该文件包含一篇基于秩极小化的压缩感知图像重建及其代码实现，该方法利用图像自身非局部相似性，构建低秩矩阵模型，实现图像重建。(This document contains a compressed sensing image reconstruction based on rank minimization and its code implementation. This method uses the non-local similarity of the image itself to co
基于非局部相似块低秩的压缩感知图像重建
- 该文件包含一篇基于秩极小化的压缩感知图像重建及其代码实现，该方法利用图像自身非局部相似性，构建低秩矩阵模型，实现图像重建。
Gradient算法
- 生成压缩感知测量矩阵，对稀疏的离散数字信号进行压缩(Compressed sensing measurement matrix is generated to compress sparse discrete digital signals)
MSBCS
- 在MTLAB环境运行main_msbcsspl.m。该程序的功能是实现图像的稀疏分解并重建图像，采用压缩感知理论，利用小波分析，在小波域分块观测，可以用很少的观测值就能重建原图像。程序包中已经整合了小波包和测试图像，没有多余文件，程序经过亲测并修改，能在MATLAB中直接运行得到很好的结果，速度非常快！(Run main_msbcsspl.m in the MTLAB environment. The function of the program is to decompose and rec
omp
- 本程序使用压缩感知中的omp算法实现微波成像(This program uses OMP algorithm in compressed sensing to realize microwave imaging)
chongbianxie
- 用于简单的使用压缩感知完成地震数据重建过程(Using Compressed Sensing to Reconstruct Seismic Data)
cs_doa
- 利用压缩感知理论进行DOA估计，利用了OMP算法，性能很好(DOA estimation using compressed sensing theory)
doa-limagic
- 基于压缩感知的一种信号重建方法，l1magic工具包，利用此种方法实现压缩感知理论。(A Signal Reconstruction Method Based on Compressed Sensing,l1magic)
L1SRACV
- 压缩感知DOA算法，利用1范数方法进行优化重构，进行方位角估计(Compressed Sensing DOA algorithm, using 1-norm method to optimize reconstruction and azimuth estimation)