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" Compressed Sensing et Sparse Filtering "
Avishy Y. Carmi ... ed.
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BL
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| Record Number
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748022
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b567975
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| Main Entry
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Avishy Y. Carmi ... ed.
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| Title & Author
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Compressed Sensing et Sparse Filtering\ Avishy Y. Carmi ... ed.
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| Publication Statement
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Berlin : Springer, 2014
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| Series Statement
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Signals and Communication Technology
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| Page. NO
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XII, 502 Seiten : Illustrationen, Diagramme ; 235 x 155 mm.
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| ISBN
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3642383971
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: 364238398X
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: 9783642383977
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: 9783642383984
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| Contents
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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.
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Komprimierte Abtastung.
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Avishy Y Carmi
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