文件列表:

TSBL_code\demo.m (7923, 2011-06-29)
TSBL_code\demo_fig3.m (3458, 2011-06-29)
TSBL_code\demo_fig6_SNR10.m (2421, 2011-06-29)
TSBL_code\demo_fig8.m (3360, 2011-06-29)
TSBL_code\demo_identicalVector.m (5657, 2011-06-29)
TSBL_code\demo_time_varying.m (7551, 2011-06-29)
TSBL_code\Master the Usage of TMSBL in 3 Minutes.pdf (371831, 2011-06-29)
TSBL_code\Master the Usage of TSBL in 1 Minute.pdf (102173, 2011-06-29)
TSBL_code\MFOCUSS.m (5758, 2011-06-29)
TSBL_code\MSBL.m (6214, 2011-06-29)
TSBL_code\perfSupp.m (1912, 2011-06-29)
TSBL_code\TMSBL.m (17294, 2011-06-29)
TSBL_code\TSBL.m (13981, 2011-06-29)
TSBL_code (0, 2011-06-29)

1. Description: This package includes the codes of T-SBL/T-MSBL and simulations in the following paper Zhilin Zhang, Bhaskar D. Rao, Sparse Signal Recovery with Temporally Correlated Source Vectors Using Sparse Bayesian Learning, IEEE Journal of Selected Topics in Signal Processing, Special Issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing, 2011 Feel free to contact me for any questions (z4zhang@ucsd.edu) 2. Version: 2.2 (updated on May 23, 2011) 3. I strongly suggest you to spend 3 minutes to read the pdf file before use the codes: Z.Zhang, Master the Usage of TSBL and TMSBL in 3 Minutes 4. File Description: [ Core codes ] TSBL.m : code of T-SBL (version: 1.4) TMSBL.m : code of T-MSBL (version: 1.7) [ Auxiliary codes] perfSupp.m : code for measuring failure rates MSBL.m : code of M-SBL (used for performance comparison) MFOCUSS.m : code of M-FOCUSS (used for performance comparison) [ Demo codes] demo.m : demo for comparison of T-SBL,T-MSBL and M-SBL demo_fig3.m : demo for re-producing Fig.3 in the above IEEE paper demo_fig6_SNR10.m : demo for re-producing Fig.6 in the above IEEE paper demo_fig8.m : demo for re-producing Fig.8 in the above IEEE paper demo_time_varying.m : demo showing the use of T-MSBL for the time-varying sparsity model

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