UID:
almafu_9959327599202883
Format:
1 online resource (xxxi, 554 pages) :
,
illustrations
Edition:
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010.
ISBN:
0470852186
,
9780470852187
,
0471607916
,
9780471607915
,
0470845899
,
9780470845899
,
1280554657
,
9781280554650
Content:
A reference on the important and rapidly developing field of blind and semi blind signal processing. Features of the text include: analysis of development in adaptive structures and associated unsupervised learning algorithms; discussion of effective computer simulation programmes; discussion of perspectives for future research in this area.
Note:
Introduction to Blind Signal Processing: Problems and Applications --
,
Problem Formulations--An Overview --
,
Generalized Blind Signal Processing Problem --
,
Instantaneous Blind Source Separation and Independent Component Analysis --
,
Independent Component Analysis for Noisy Data --
,
Multichannel Blind Deconvolution and Separation --
,
Blind Extraction of Signals --
,
Generalized Multichannel Blind Deconvolution--State Space Models --
,
Nonlinear State Space Models--Semi-Blind Signal Processing --
,
Why State Space Demixing Models? --
,
Potential Applications of Blind and Semi-Blind Signal Processing --
,
Biomedical Signal Processing --
,
Blind Separation of Electrocardiographic Signals of Fetus and Mother --
,
Enhancement and Decomposition of EMG Signals --
,
EEG and Data MEG Processing --
,
Application of ICA/BSS for Noise and Interference Cancellation in Multi-sensory Biomedical Signals --
,
Cocktail Party Problem --
,
Digital Communication Systems --
,
Why Blind? --
,
Image Restoration and Understanding --
,
Solving a System of Algebraic Equations and Related Problems --
,
Formulation of the Problem for Systems of Linear Equations --
,
Least-Squares Problems --
,
Basic Features of the Least-Squares Solution --
,
Weighted Least-Squares and Best Linear Unbiased Estimation --
,
Basic Network Structure-Least-Squares Criteria --
,
Iterative Parallel Algorithms for Large and Sparse Systems --
,
Iterative Algorithms with Non-negativity Constraints --
,
Robust Circuit Structure by Using the Interactively Reweighted Least-Squares Criteria --
,
Tikhonov Regularization and SVD.
,
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Additional Edition:
Print version: Cichocki, Andrzej. Adaptive blind signal and image processing. Chichester ; New York : J. Wiley, ©2002 ISBN 0471607916
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470845899
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470845899
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470845899
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