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ASurveyonCompressiveSensing
- 压缩传感以远低于奈奎斯特频率进行采样, 在压缩成像系统、模拟/信息转换、生物传感等领 域有着广阔的应用前景. 本文主要介绍了压缩传感的基本理论及相关应用, 并对其研究前景进行了展望.-Compressed sensing much lower than the Nyquist sampling frequency, in the compressed imaging system, analog/information conversion, bio-sensing and other fi
Compressedsensing
- 压缩传感的经典文章，是必读论文之一。作者David L. Donoho-Compressed sensing classic article is one of must-read papers. Author David L. Donoho
CompressedSensingforNetworkedData
- 压缩传感在无线传感器网络中的应用。通过压缩传感，可以有效压缩数据量-Compressed sensing in wireless sensor network applications. Through the compression sensor can effectively reduce the amount of data
CompressiveSensinginWSNs
- 在无线传感器网络中使用压缩传感技术，可以有效提高网络的生存周期，减少数据传输量-In wireless sensor networks using compressed sensing technology can effectively improve the network life cycle, reducing the volume of data transmission
BCS
- 压缩传感是一个从2006年左右开始兴起的研究领域，它关注于如何采样信号，也就是信号的采样方式或者压缩方式。通过设计一种特殊的采样方案，可以使得采样频率降低为信号的“信息率”，而不是传统的奈奎斯特采样率，于是，实际的采样率可以大大低于奈奎斯特频率，却只损失很少的信息量，依然保持了充足的信息量足以恢复出采样前的原始信号。这个研究思想挑战了奈奎斯特频率的理论极限，会对整个信号处理领域产生极其深远的影响，同时，信号处理的许多应用领域也会随之发生根本性的发展和变化。 -Compressive sens
weimiao
- 此程序描述了应用CoSAMP方法的压缩传感重构程序- This procedure describes the application of compressed sensing reconstruction methods use CoSAMP program
TwIST_v1
- 基于两步迭代收缩法和复数小波的压缩传感 图像重构 - Based on two-step iterative shrinkage method and the complex wavelet compression sensor Image reconstruction
OMP
- OMP算法在压缩传感中的应用，这是一个m文件。-Orthogonal Matching Pursuit Algorithm for Compressive Sensing
AnalogSimulation
- 一种新的压缩传感技术,用matlab进行的仿真-A new compressed sensing technology, using matlab simulation carried out
compressivesensing
- 关于压缩传感的介绍的问斩 ok-compressive sensing
20100120compresssensing
- 这是2010年关于压缩传感最新的三篇文章-there are three articles on the compressed sensing up to date
cs2235
- 基于轮廓波维纳滤波的图像压缩传感重构论文，利用了轮廓波维纳滤波去噪算子替代迭代阈值法中的阈值算子，进而提出了基于轮廓波维纳滤波的图像压缩传感的重构算法。-Contour-based image compression sensor Povina reconstruction filter paper, using the contour Povina filter denoising operator in the alternative iterative threshold method t
CS_OMP
- 1-D信号压缩传感的实现(正交匹配追踪法Orthogonal Matching Pursuit) 沙威大人的 多多关照-1-D signal compression sensor to achieve (orthogonal matching pursuit method Orthogonal Matching Pursuit) Javert more concern adults
cs
- 基于压缩传感的图像处理，其中运用了迭代的方法，不错的文章-Based on compressed sensing image processing, which used the iterative approach, a good article
Sparse_Signal_Representation
- 介绍压缩传感理论中要用到的信号的稀疏表征原理-Introduced the theory of compressed sensing to use the sparse representation of signal theory
CSrec
- 全面的压缩传感重构算法源程序，包括匹配追踪系列，范数系列等-Comprehensive source compressed sensing reconstruction algorithms, including the matching pursuit series, norm series
CS_OMP
- 压缩传感，MATLAB，信号重建，正交匹配追踪，打破乃奎斯特定理-Compressed sensing, MATLAB, signal reconstruction, orthogonal matching pursuit, breaking the Nyquist Theorem
fen_kuai_Wavelet_OMP
- 压缩传感，MATLAB，图像重建，正交匹配追踪，打破乃奎斯特定理，图像分块处理-Compressed sensing, MATLAB, image reconstruction, orthogonal matching pursuit, breaking the Nyquist theorem, the image block processing
compressed_sensing
- 香港中文大学鲨威的实现压缩传感程序,可以运行，可以自己修改或加载东西。-compressed sensing
CS_OMP
- 1-D信号压缩传感的实现(正交匹配追踪法Orthogonal Matching Pursuit)简化版 -1-D Signal Recovery From Random Measurements