搜索资源列表
OMP
- 通过正交匹配追踪算法从随机测量值中恢复信号-Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
MPandOMP
- MP和OMP算法的论文,一种解欠定方程的稀疏解，用完备基表达信号的分解方法-MP and OMP
improved_OMP_channe_estimation
- 改进的OMP_channel_estimation信道估计-improved OMP channel estimation
Combined-Compressive-Sampling-and-Image
- compressive sensing using OMP
CS-algorithms--and-their-papers
- 最全的cs重构算法matlab代码及其参考文献，包括BP，COSAMP, Cotourlet, CURVELET, DWT, GPSR, Grouplet, MP, OMP, ROMP, SP, StOMP等-Contain almost all the algorithm of Compressed Sensing（CS）:COSAMP, Cotourlet, CURVELET, DWT, GPSR, Grouplet, MP, OMP, ROMP, SP, StOMP and so on
MMP
- channel estimation using OMP code matlab
cs-chongjiansuanfa
- 这是写的压缩感知的几种算法，包括BP,MP,OMP,ROMP几种算法，算法的恢复包括使用一维信号和lena图片，希望对你们有帮助-It is written in the compressed sensing of several algorithms, including the restoration of BP, MP, OMP, ROMP several algorithms, algorithms including the use of a one-dimensional signa
Mod-CS-chann-track
- We propose a compressive method for tracking doubly selective channels within multicarrier systems, including OFDMsystems. Using the recently introduced concept of modified compressed sensing (MOD-CS), the sequential delay-Doppler sparsity of t
imaging-compressed-sensing
- 雷达SAR成像中的压缩感知信号恢复算法，OMP在每次迭代过程中选择出的原子并不是最优的。论文分析了改进的最优OMP算法，即CSOMP，可以使算法收敛更快，减少算法硬件实现的复杂度。-In radar SAR imaging, the compressed sensing signal recovery algorithm, OMP in each iteration process is not the optimal choice of the atomic. This paper analy
OMP
- 为了解决基于去噪重建过程，即解决稀疏系数原理的图像稀疏表示-In order to solve the reconstruction process based de-noising, that a solution to the sparse coefficient principle sparse representation
OMP
- ：针对压缩感知算法重建时间长、图像重建质量不高等不足 ， 在认真分析压缩感知算法的基础上 ， 提 出一 种压缩感知多描述并行算法。为了提 高系统运行速度和重建 图像质量， 将 经过稀疏 变换后 的系数进行 交织抽 取 ， 分成多个子图像 ， 再利用 Op e nMP将子图像分配到各线程中并行实现分块压缩感知。实验结果表明， 随着抽 取数的增加，图像的重建质量呈上升趋势， 在 3 2抽取时图像的重建质量比单抽取的高出了7． 2 4 dB； 随着线程数 的增加 ， 程序的执行效率不断提 高， 最高可
CS
- 压缩感知matlab代码，用于图像压缩回复，成功运行，里面有各种CS程序，bp，omp，somp都有，能成功运行！-Compressed sensing matlab code, reply is used for image compression, run successfully, there are all kinds of CS program, bp, omp, somp all have, can run successfully!
2016-Compressive-Covariance-Sensing
- This the file for the omp algorithm for compressed sensing-This is the file for the omp algorithm for compressed sensing
K_SVD和OMP算法在超声信号去噪中的应用
- 针对在线采集时超声波检测信号中存在大量噪声，降低了材料内部缺陷诊断准确性的问题，提出了一种基于广义Ｋ－奇异值分解算法（Ｋ－ＳＶＤ）和正交匹配追踪算法（ＯＭＰ）相结合的超声回波信号去噪算法。