搜索资源列表
TestSparsify
- 压缩感知中用于检测信号稀疏度的代码，有些重构算法需要已知稀疏度所以很有用，可以-compressive sensing
Perceptron_GD
- 用matlab实现了感知器，是机器学习中的一个分类器。代码中加有注释，可以方便阅读和理解。是新手学习借鉴的资料。-Using matlab realize the sensor is a machine learning classifier. Code plus a note, you can easily read and understand. A novice to learn from data.
CS_lena256
- 压缩感知在二维图像重建的一个应用，使用OMP算法重建。-Compressed sensing applications in a two-dimensional image reconstruction algorithm using OMP reconstruction.
snl
- 认知无线电单用户频谱感知的能量检测算法的实现-Cognitive radio spectrum sensing energy single-user detection algorithm
CS_BP_matlab
- 压缩感知中的一种较常用的重构算法，BP，是经典算法，这里给出源程序经试用可用，速度较慢，但是重构效果好-compressive sensing
cosamp22
- cosamp是压缩感知的一种重构算法，需要已知稀疏度，这里给出算法程序和一片cosamp的文章供参考-compressive sensing cosamp
SP-code-plus-paper
- SOMP是压缩感知中的子空间重构算法，这里包含一个源码和一片关于SOMP的文章，供参考-compressive sensing_SOMP
SAMPcode
- SAMP是压缩感知中一种重构算法，不常用，这里给出源码，供参考调用，需要知道稀疏度-compressive sensing_samp
greed_omp_improve
- 这是压缩感知中OMP算法的一种改进算法，可用是在CS网站上下的大牛写的-compressive sensing omp_improve
compressive-sensing-singal
- 压缩感知的主要研究内容有信号的稀疏表达、观测矩阵的设计和信号恢复。精确的信号恢复算法是压缩感知中的关键。因此本文在压缩感知理论框架下研究恢复算法中的凸优化算法- Compressive sensing offers a variety of research fields, including signal sparse representation, sensing matrix design, signal reconstruction. Accurately signal reconstr
Monte-Carlo-simulation
- 采用蒙特卡洛仿真，在matlab平台上仿真基于信任的协作频谱感知算法的性能-Monte Carlo simulation, simulation based on matlab platform trusted cooperative spectrum sensing algorithm performance
cycle_detect_SNR
- 基于循环平稳特性的频谱感知研究 PLC信道 MATLAB程序-Perception of the spectrum based on Cyclostationarity
Compressed-sensing1zeng
- 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.
Compressed-sensing2
- 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.
pf_pm
- 实现认知无线电的合作频谱感知,楼将概率与虚假警报概率之间的关系。-cognitive radio network spectrum sensing
Wavelet_OMP_SD
- 对图像的压缩减压缩，使用小波分析法和压缩感知的正交匹配追踪-Less compression of image compression using wavelet analysis and compressed sensing orthogonal matching pursuit
CS
- 压缩感知重构算法的几个代码，包括MP,OMP,ROMP,STOMP,交流学习-Several code, compressed sensing reconstruction algorithm including MP, OMP, ROMP, STOMP, the exchange of learning
CS_Demo
- 压缩感知入门，非常适合初学者入门的熟悉CS过程演示代码，-compressive sensing matlab demo code
TFOCS-1.3.1
- 用tfocs 解决压缩感知问题,解决压缩感知问题-using tfocs to solve l1-norm regulrization
ms-bcs-spl-1.2-2.tar
- MS-BCS-SPL一种新的压缩感知重构算法,相比TVAL3要好的多-compressive senor