Central Library

Adaptive signal processing : (Record no. 59651)

000 -LEADER
fixed length control field 06229nam a2201009 i 4500
001 - CONTROL NUMBER
control field 5521814
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200421114118.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 151221s2010 nyua ob 001 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780470575758
-- electronic
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 0470575751
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
-- print
082 04 - CLASSIFICATION NUMBER
Call Number 621.382/2
245 00 - TITLE STATEMENT
Title Adaptive signal processing :
Sub Title next generation solutions /
300 ## - PHYSICAL DESCRIPTION
Number of Pages 1 PDF (xv, 407 pages) :
490 1# - SERIES STATEMENT
Series statement Adaptive and learning systems for signal processing, communications and control series ;
505 0# - FORMATTED CONTENTS NOTE
Remark 2 Preface -- Contributors -- Chapter 1 Complex-Valued Adaptive Signal Processing -- 1.1 Introduction -- -- 1.2 Preliminaries -- 1.3 Optimization in the Complex Domain -- 1.4 Widely Linear Adaptive Filtering -- 1.5 Nonlinear Adaptive Filtering with Multilayer Perceptrons -- 1.6 Complex Independent Component Analysis -- 1.7 Summary -- 1.8 Acknowledgment -- 1.9 Problems -- References -- Chapter 2 Robust Estimation Techniques for Complex-Valued Random Vectors -- 2.1 Introduction -- 2.2 Statistical Characterization of Complex Random Vectors -- 2.3 Complex Elliptically Symmetric (CES) Distributions -- 2.4 Tools to Compare Estimators -- 2.5 Scatter and Pseudo-Scatter Matrices -- 2.6 Array Processing Examples -- 2.7 MVDR Beamformers Based on M-Estimators -- 2.8 Robust ICA -- 2.9 Conclusion -- 2.10 Problems -- References -- Chapter 3 Turbo Equalization -- 3.1 Introduction -- 3.2 Context -- 3.3 Communication Chain -- 3.4 Turbo Decoder: Overview -- 3.5 Forward-Backward Algorithm -- 3.6 Simplified Algorithm: Interference Canceler -- 3.7 Capacity Analysis -- 3.8 Blind Turbo Equalization -- 3.9 Convergence -- 3.10 Multichannel and Multiuser Settings -- 3.11 Concluding Remarks -- 3.12 Problems -- References -- Chapter 4 Subspace Tracking for Signal Processing -- 4.1 Introduction -- 4.2 Linear Algebra Review -- 4.3 Observation Model and Problem Statement -- 4.4 Preliminary Example: Oja's Neuron -- 4.5 Subspace Tracking -- 4.6 Eigenvectors Tracking -- 4.7 Convergence and Performance Analysis Issues -- 4.8 Illustrative Examples -- 4.9 Concluding Remarks -- 4.10 Problems -- References -- Chapter 5 Particle Filtering -- 5.1 Introduction -- 5.2 Motivation for Use of Particle Filtering -- 5.3 The Basic Idea -- 5.4 The Choice of Proposal Distribution and Resampling -- 5.5 Some Particle Filtering Methods -- 5.6 Handling Constant Parameters -- 5.7 Rao-Blackwellization -- 5.8 Prediction -- 5.9 Smoothing -- 5.10 Convergence Issues -- 5.11 Computational Issues and Hardware Implementation -- 5.12 Acknowledgments.
505 8# - FORMATTED CONTENTS NOTE
Remark 2 5.13 Exercises -- References -- Chapter 6 Nonlinear Sequential State Estimation for Solving Pattern-Classification Problems -- 6.1 Introduction -- 6.2 Back-Propagation and Support Vector Machine-Learning Algorithms: Review -- 6.3 Supervised Training Framework of MLPs Using Nonlinear Sequential State Estimation -- 6.4 The Extended Kalman Filter -- 6.5 Experimental Comparison of the Extended Kalman Filtering Algorithm with the Back-Propagation and Support Vector Machine Learning Algorithms -- 6.6 Concluding Remarks -- 6.7 Problems -- References -- Chapter 7 Bandwidth Extension of Telephony Speech -- 7.1 Introduction -- 7.2 Organization of the Chapter -- 7.3 Nonmodel-Based Algorithms for Bandwidth Extension -- 7.4 Basics -- 7.5 Model-Based Algorithms for Bandwidth Extension -- 7.6 Evaluation of Bandwidth Extension Algorithms -- 7.7 Conclusion -- 7.8 Problems -- References -- Index.
700 1# - AUTHOR 2
Author 2 Haykin, Simon S.,
700 1# - AUTHOR 2
Author 2 Adali, T�eulay.
856 42 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5521814
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
264 #1 -
-- New York :
-- IEEE, Institute of Electrical and Electronics Engineers,
-- c2010.
264 #2 -
-- [Piscataqay, New Jersey] :
-- IEEE Xplore,
-- [2010]
336 ## -
-- text
-- rdacontent
337 ## -
-- electronic
-- isbdmedia
338 ## -
-- online resource
-- rdacarrier
588 ## -
-- Description based on PDF viewed 12/21/2015.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Adaptive signal processing.
695 ## -
-- Adaptive signal processing
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-- Advertising
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-- Algorithm design and analysis
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-- Algorithms
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-- Arrays
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-- Atmospheric measurements
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-- Bandwidth
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-- Books
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-- Calculus
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-- Complexity theory
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-- Convolutional codes
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-- Covariance matrix
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-- Decoding
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-- Delay
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-- Eigenvalues and eigenfunctions
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-- Equalizers
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-- Equations
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-- Estimation
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-- Independent component analysis
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-- Indexes
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-- Intersymbol interference
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-- Iterative decoding
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-- Kalman filters
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-- Linear algebra
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-- Magnetic resonance imaging
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-- Mathematical model
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-- Multilayer perceptrons
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-- Neurons
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-- Noise
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-- Particle measurements
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-- Receivers
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-- Robustness
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-- Sections
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-- Signal processing
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-- Signal processing algorithms
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-- Speech processing
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-- State estimation
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-- Support vector machines
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-- Symmetric matrices
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-- Telephony
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-- Training

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