Efficient Techniques of Sparse Signal Analysis for Enhanced Recovery of Information in Biomedical Engineering and Geosciences

Efficient Techniques of Sparse Signal Analysis for Enhanced Recovery of Information in Biomedical Engineering and Geosciences

Sparse signals are abundant among both natural and man-made signals. Sparsity implies that the signal essentially resides in a small dimensional subspace. The sparsity of the signal can be exploited to improve its recovery from limited and noisy observations. Traditional estimation algorithms gener...

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Bibliographic Details
Main Author: Sana, Furrukh
Other Authors: Al-Naffouri, Tareq Y.
Language:en
Published: 2016
Subjects:
Compressed Sensing
Biomedical
Geophysics
Signal processing
Bayesian Estimation
Sparsity
Online Access:Sana, F. (2016). Efficient Techniques of Sparse Signal Analysis for Enhanced Recovery of Information in Biomedical Engineering and Geosciences. KAUST Research Repository. https://doi.org/10.25781/KAUST-4J86L
http://hdl.handle.net/10754/621865

Internet

Sana, F. (2016). Efficient Techniques of Sparse Signal Analysis for Enhanced Recovery of Information in Biomedical Engineering and Geosciences. KAUST Research Repository. https://doi.org/10.25781/KAUST-4J86L
http://hdl.handle.net/10754/621865

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