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Title Compressed sensing & sparse filtering / Avishy Y. Carmi, Lyudmila S. Mihaylova, Simon J. Godsill, editors.
Publication Info. Heidelberg : Springer, [2014]
©2014
Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOKS-DDA    AVAIL. ONLINE
Description 1 online resource.
Series Signals and communication technology.
Bibliography Includes bibliographical references.
Contents Introduction to Compressed Sensing and Sparse Filtering -- The Geometry of Compressed Sensing -- Sparse Signal Recovery with Exponential-Family Noise -- Nuclear Norm Optimization and its Application to Observation Model Specification -- Nonnegative Tensor Decomposition -- Sub-Nyquist Sampling and Compressed Sensing in Cognitive Radio Networks -- Sparse Nonlinear MIMO Filtering and Identification -- Optimization Viewpoint on Kalman Smoothing with Applications to Robust and Sparse Estimation -- Compressive System Identification -- Distributed Approximation and Tracking using Selective Gossip -- Recursive Reconstruction of Sparse Signal Sequences -- Estimation of Time-Varying Sparse Signals in Sensor Networks -- Sparsity and Compressed Sensing in Mono-static and Multi-static Radar Imaging -- Structured Sparse Bayesian Modelling for Audio Restoration -- Sparse Representations for Speech Recognition.
Reproduction Electronic reproduction. Perth, W.A. Available via World Wide Web.
Note Description based on print version record.
Subject Signal processing -- Digital techniques.
Added Author Carmi, Avishy Y., editor of compilation.
Mihaylova, Lyudmila, editor of compilation.
Godsill, Simon J., 1965-, editor of compilation.
Ebooks Corporation
Added Title Compressed sensing and sparse filtering
ISBN 9783642383984 (electronic bk.)
364238398X (electronic bk.)
9783642383977
Standard No. 10.1007/978-3-642-38398-4 doi
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