Sparse Signal Recovery With Temporally Correlated Source Vectors Using Sparse Bayesian Learning

Zhilin Zhang; Bhaskar D. Rao

doi:10.1109/jstsp.2011.2159773

Sparse Signal Recovery With Temporally Correlated Source Vectors Using Sparse Bayesian Learning

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2011.2159773 ◽

2011 ◽

Vol 5 (5) ◽

pp. 912-926 ◽

Cited By ~ 412

Author(s):

Zhilin Zhang ◽

Bhaskar D. Rao

Keyword(s):

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning ◽

Temporally Correlated

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Low-Rank and Joint-Sparse Signal Recovery for Spatially and Temporally Correlated Data Using Sparse Bayesian Learning

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2018.8461365 ◽

2018 ◽

Author(s):

Yanbin Zhang ◽

Yangqing Li ◽

Changchuan Yin ◽

Kesen He

Keyword(s):

Bayesian Learning ◽

Correlated Data ◽

Low Rank ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning ◽

Temporally Correlated

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Bootstrapped sparse Bayesian learning for sparse signal recovery

2014 48th Asilomar Conference on Signals, Systems and Computers ◽

10.1109/acssc.2014.7094748 ◽

2014 ◽

Cited By ~ 3

Author(s):

Ritwik Giri ◽

Bhaskar D. Rao

Keyword(s):

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning

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Decentralized Joint-Sparse Signal Recovery: A Sparse Bayesian Learning Approach

IEEE Transactions on Signal and Information Processing over Networks ◽

10.1109/tsipn.2016.2612120 ◽

2017 ◽

Vol 3 (1) ◽

pp. 29-45 ◽

Cited By ~ 10

Author(s):

Saurabh Khanna ◽

Chandra R. Murthy

Keyword(s):

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Learning Approach ◽

Sparse Bayesian Learning

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Low-rank and joint-sparse signal recovery using sparse Bayesian learning in a WBAN

Multidimensional Systems and Signal Processing ◽

10.1007/s11045-020-00743-y ◽

2020 ◽

Author(s):

Yan-Bin Zhang ◽

Long-Ting Huang ◽

Yang-Qing Li ◽

Ke-Sen He ◽

Kai Zhang ◽

...

Keyword(s):

Bayesian Learning ◽

Low Rank ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning

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Alternative Extended Block Sparse Bayesian Learning for Cluster Structured Sparse Signal Recovery

Wireless and Satellite Systems - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ◽

10.1007/978-3-030-19153-5_1 ◽

2019 ◽

pp. 3-12

Author(s):

Lu Wang ◽

Lifan Zhao ◽

Guoan Bi ◽

Xin Liu

Keyword(s):

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning

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A Fast and Robust Non-Sparse Signal Recovery Algorithm for Wearable ECG Telemonitoring Using ADMM-Based Block Sparse Bayesian Learning

Sensors ◽

10.3390/s18072021 ◽

2018 ◽

Vol 18 (7) ◽

pp. 2021 ◽

Cited By ~ 7

Author(s):

Yunfei Cheng ◽

Yalan Ye ◽

Mengshu Hou ◽

Wenwen He ◽

Yunxia Li ◽

...

Keyword(s):

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning ◽

Recovery Algorithm

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Robust Sparse Bayesian Learning for Sparse Signal Recovery Under Unknown Noise Distributions

Circuits Systems and Signal Processing ◽

10.1007/s00034-020-01529-0 ◽

2020 ◽

Author(s):

Kaide Huang ◽

Zhiyong Yang

Keyword(s):

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning

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Block Inverse-free Sparse Bayesian Learning for Block Sparse Signal Recovery

2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) ◽

10.1109/icsidp47821.2019.9173447 ◽

2019 ◽

Author(s):

Pengfei Chen ◽

Juan Zhao ◽

Xia Bai

Keyword(s):

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning

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General Total Variation Regularized Sparse Bayesian Learning for Robust Block-Sparse Signal Recovery

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9413977 ◽

2021 ◽

Author(s):

Aditya Sant ◽

Markus Leinonen ◽

Bhaskar D. Rao

Keyword(s):

Total Variation ◽

Bayesian Learning ◽

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Sparse Bayesian Learning

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Sparse Signal Recovery for Multiple Measurement Vectors with Temporally Correlated Entries

Proceedings of the 11th Indian Conference on Computer Vision, Graphics and Image Processing ◽

10.1145/3293353.3293420 ◽

2018 ◽

Author(s):

Shruti Sharma ◽

Santanu Chaudhury ◽

Jayadeva Jayadeva ◽

Snigdha Bhagat

Keyword(s):

Sparse Signal ◽

Sparse Signal Recovery ◽

Signal Recovery ◽

Multiple Measurement ◽

Multiple Measurement Vectors ◽

Temporally Correlated

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