Adaptive Filters

Copyright Year: 2008
Author(s): Sayed, A.
Publisher: Wiley-IEEE Press
Content Type : Books & eBooks
Topics: Signal Processing & Analysis

Abstract

Adaptive filtering is a topic of immense practical and theoretical value, having applications in areas ranging from digital and wireless communications to biomedical systems. This book enables readers to gain a gradual and solid introduction to the subject, its applications to a variety of topical problems, existing limitations, and extensions of current theories. The book consists of eleven parts?each part containing a series of focused lectures and ending with bibliographic comments, problems, and computer projects with MATLAB solutions.

Table of Contents
- Frontmatter
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.fmatter
  Page(s): i - xxx
  Copyright Year: 2008
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  This prelims comprise:
  Half Title
  Title
  Copyright
  Dedication
  Contents
  Preface
  Notation
  Symbols
  Acknowledgments View full abstract»
- Random Variables
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch1
  Page(s): xxxi - 11
  Copyright Year: 2008
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  This chapter contains sections titled:
  Variance of a Random Variable
  Dependent Random Variables
  Complex-Valued Random Variables
  Vector-Valued Random Variables
  Gaussian Random Vectors View full abstract»
- Linear Algebra
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch2
  Page(s): 12 - 24
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  This chapter contains sections titled:
  Hermitian and Positive-Definite Matrices
  Range Spaces and Nullspaces of Matrices
  Schur Complements
  Cholesky Factorization
  QR Decomposition
  Singular Value Decomposition
  Kronecker Products View full abstract»
- Complex Gradients
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch3
  Page(s): 25 - 27
  Copyright Year: 2008
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  This chapter contains sections titled:
  Cauchy-Riemann Conditions
  Scalar Arguments
  Vector Arguments View full abstract»
- ScalarValued Data
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch4
  Page(s): 28 - 41
  Copyright Year: 2008
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  This chapter contains sections titled:
  Estimation Without Observations
  Estimation Given Dependent Observations
  Orthogonality Principle
  Gaussian Random Variables View full abstract»
- VectorValued Data
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch5
  Page(s): 42 - 50
  Copyright Year: 2008
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  This chapter contains sections titled:
  Optimal Estimator in the Vector Case
  Spherically Invariant Gaussian Variables
  Equivalent Optimization Criterion View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch6
  Page(s): 51 - 53
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch7
  Page(s): 54 - 58
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Project View full abstract»
- Normal Equations
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch8
  Page(s): 59 - 66
  Copyright Year: 2008
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  This chapter contains sections titled:
  Mean-Square Error Criterion
  Minimization by Differentiation
  Minimization by Completion of Squares
  Minimization of the Error Covariance Matrix
  Optimal Linear Estimator View full abstract»
- Orthogonality Principle
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch9
  Page(s): 67 - 77
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  This chapter contains sections titled:
  Design Examples
  Orthogonality Condition
  Existence of Solutions
  Nonzero-Mea Variables View full abstract»
- Linear Models
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch10
  Page(s): 78 - 86
  Copyright Year: 2008
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  This chapter contains sections titled:
  Estimation Using Linear Relations
  Application: Channel Estimation
  Application: Block Data Estimation
  Application: Linear Channel Equalization
  Application: Multiple-Antenna Receivers View full abstract»
- Constrained Estimation
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch11
  Page(s): 87 - 103
  Copyright Year: 2008
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  This chapter contains sections titled:
  Minimum-Variance Unbiased Estimation
  Example: Mean Estimation
  Application: Channel and Noise Estimation
  Application: Decision Feedback Equalization
  Application: Antenna Beamforming View full abstract»
- Kalman Filter
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch12
  Page(s): 104 - 110
  Copyright Year: 2008
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  This chapter contains sections titled:
  Innovations Process
  State-Space Model
  Recursion for the State Estimator
  Computing the Gain Matrix
  Riccati Recursion
  Covariance From
  Measurement and Time-Update Form View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch13
  Page(s): 111 - 114
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Mean Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch14
  Page(s): 115 - 137
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Projects View full abstract»
- SteepestDescent Technique
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch15
  Page(s): 138 - 147
  Copyright Year: 2008
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  This chapter contains sections titled:
  Linear Estimation Problem
  Steepest-Descent Method
  More General Cost Functions View full abstract»
- Transient Behavior
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch16
  Page(s): 148 - 162
  Copyright Year: 2008
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  This chapter contains sections titled:
  Modes of Convergence
  Optimal Step-Size
  Weight-Error Vector Convergence
  Time Constants
  Learning Curve
  Contour Curves of the Error Surface
  Iteration-Dependent Step-Sizes
  Newton's Method View full abstract»
- LMS Algorithm
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch17
  Page(s): 163 - 177
  Copyright Year: 2008
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  This chapter contains sections titled:
  Motivation
  Instantaneous Approximation
  Computational Cost
  Least-Perturbation Property
  Application: Adaptive Channel Estimation
  Application: Adaptive Channel Equalization
  Application: Decision-Feedback Equalization
  Ensemble-Average Learning Curves View full abstract»
- Normalized LMS Algorithm
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch18
  Page(s): 178 - 182
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  This chapter contains sections titled:
  Instantaneous Approximation
  Computational Cost
  Power Normalization
  Least-Perturbation Property View full abstract»
- Other LMSType Algorithms
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch19
  Page(s): 183 - 190
  Copyright Year: 2008
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  This chapter contains sections titled:
  Non-Blind Algorithms
  Blind Algorithms
  Some Properties View full abstract»
- Affine Projection Algorithm
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch20
  Page(s): 191 - 197
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  This chapter contains sections titled:
  Instantaneous Approximation
  Computational Cost
  Least-Perturbation Property
  Affine Projection Interpretation View full abstract»
- RLS Algorithm
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch21
  Page(s): 198 - 201
  Copyright Year: 2008
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  This chapter contains sections titled:
  Instantaneous Approximation
  Computational Cost View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch22
  Page(s): 202 - 208
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch23
  Page(s): 209 - 226
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Projects View full abstract»
- Energy Conservation
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch24
  Page(s): 227 - 243
  Copyright Year: 2008
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  This chapter contains sections titled:
  Performance Measure
  Stationary Data Model
  Energy Conservation Relation
  Variance Relation
  Appendix: Energy Relation Interpretations View full abstract»
- Performance of LMS
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch25
  Page(s): 244 - 251
  Copyright Year: 2008
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  This chapter contains sections titled:
  Variance Relation
  Small Step-Sizes
  Separation Principle
  White Gaussian Input
  Statement of Results
  Simulation Results View full abstract»
- Performance of NLMS
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch26
  Page(s): 252 - 256
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  This chapter contains sections titled:
  Separation Principle
  Simulation Results
  Appendix: Relating NLMS to LMS View full abstract»
- Performance of SignError LMS
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch27
  Page(s): 257 - 261
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  This chapter contains sections titled:
  Real-Valued Data
  Complex-Valued Data
  Simulation Results View full abstract»
- Performance of RLS and Other Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch28
  Page(s): 262 - 269
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  This chapter contains sections titled:
  Performance of RLS
  Performance of Other Filters
  Performance Table for Small Step-Sizes View full abstract»
- Nonstationary Environments
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch29
  Page(s): 270 - 279
  Copyright Year: 2008
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  This chapter contains sections titled:
  Motivation
  Nonstationary Data Model
  Energy Conservation Relation
  Variance Relation View full abstract»
- Tracking Performance
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch30
  Page(s): 280 - 295
  Copyright Year: 2008
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  This chapter contains sections titled:
  Performance of LMS
  Performance of NLMS
  Performance of Sign-Error LMS
  Performance of RLS
  Comparison of Tracking Performance
  Comparing RLS and LMS
  Performance of Other Filters
  Performance Table for Small Step-Sizes View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch31
  Page(s): 296 - 303
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch32
  Page(s): 304 - 327
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Projects View full abstract»
- Weighted Energy Conservation
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch33
  Page(s): 328 - 339
  Copyright Year: 2008
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  This chapter contains sections titled:
  Data Model
  Data-Normalized Adaptive Filters
  Weighted Energy Conservation Relation
  Weighted Variance Relation View full abstract»
- LMS with Gaussian Regressors
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch34
  Page(s): 340 - 356
  Copyright Year: 2008
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  This chapter contains sections titled:
  Mean and Variance Relations
  Mean Behavior
  Mean-Square Behavior
  Mean-Square Stability
  Steady-State Performance
  Small Step-Size Approximations
  Appendix: Convergence Time View full abstract»
- LMS with nonGaussian Regressors
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch35
  Page(s): 357 - 370
  Copyright Year: 2008
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  This chapter contains sections titled:
  Mean and Variance Relations
  Mean-Square Stability and Performance
  Small Step-Size Approximations
  Appendix: Averaging Analysis View full abstract»
- Data Normalized Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch36
  Page(s): 371 - 379
  Copyright Year: 2008
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  This chapter contains sections titled:
  NLMS Filter
  Data-Normalized Filters
  Appendix: Stability Bound
  Appendix: Stability of NLMS View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch37
  Page(s): 380 - 387
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch38
  Page(s): 388 - 411
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Project View full abstract»
- Transform Domain Adaptive Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch39
  Page(s): 412 - 425
  Copyright Year: 2008
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  This chapter contains sections titled:
  Transform-Domain Filters
  DFT-Domain LMS
  DCT-Domain LMS
  Appendix: DCT-Transformed Regressors View full abstract»
- Efficient Block Convolution
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch40
  Page(s): 426 - 439
  Copyright Year: 2008
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  This chapter contains sections titled:
  Motivation
  Block Data Formulation
  Block Convolution View full abstract»
- Block and Subband Adaptive Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch41
  Page(s): 440 - 464
  Copyright Year: 2008
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  This chapter contains sections titled:
  DFT Block Adaptive Filters
  Subband Adaptive Filters
  Appendix: Another Constrained Filter
  Appendix: Overlap-Add Block Adaptive Filters View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch42
  Page(s): 465 - 467
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch43
  Page(s): 468 - 474
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Project View full abstract»
- LeastSquares Criterion
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch44
  Page(s): 475 - 491
  Copyright Year: 2008
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  This chapter contains sections titled:
  Least-Squares Problem
  Geometric Argument
  Algebraic Arguments
  Properties of Least-Squares Solution
  Projection Matrices
  Weighted Least-Squares
  Regularized Least-Squares
  Weighted Regularized Least-Squares View full abstract»
- Recursive LeastSquares
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch45
  Page(s): 492 - 500
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  This chapter contains sections titled:
  Motivation
  RLS Algorithm
  Regularization
  Conversion Factor
  Time-Update of the Minimum Cost
  Exponentially-Weighted RLS Algorithm View full abstract»
- Kalman Filtering and RLS
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch46
  Page(s): 501 - 514
  Copyright Year: 2008
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  This chapter contains sections titled:
  Equivalence in Linear Estimation
  Kalman Filtering and Recursive Least-Squares
  Appendix: Extended RLS Algorithms View full abstract»
- Order and TimeUpdate Relations
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch47
  Page(s): 515 - 533
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  This chapter contains sections titled:
  Backward Order-Update Relations
  Forward Order-Update Relations
  Time-Update Relation View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch48
  Page(s): 534 - 540
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch49
  Page(s): 541 - 559
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Projects View full abstract»
- Norm and Angle Preservation
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch50
  Page(s): 560 - 570
  Copyright Year: 2008
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  This chapter contains sections titled:
  Some Difficulties
  Square-Root Factors
  Preservation Properties
  Motivation for Array Methods View full abstract»
- Unitary Transformations
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch51
  Page(s): 571 - 579
  Copyright Year: 2008
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  This chapter contains sections titled:
  Givens Rotations
  Householder Transformations View full abstract»
- QR and Inverse QR Algorithms
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch52
  Page(s): 580 - 592
  Copyright Year: 2008
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  This chapter contains sections titled:
  Inverse QR Algorithm
  QR Algorithm
  Extended QR Algorithm
  Appendix: Array Kalman Filters View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch53
  Page(s): 593 - 594
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch54
  Page(s): 595 - 600
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Project View full abstract»
- Hyperbolic Rotations
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch55
  Page(s): 601 - 609
  Copyright Year: 2008
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  This chapter contains sections titled:
  Hyperbolic Givens Rotations
  Hyperbolic Householder Transformations
  Hyperbolic Basis Rotations View full abstract»
- Fast Array Algorithm
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch56
  Page(s): 610 - 620
  Copyright Year: 2008
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  This chapter contains sections titled:
  Time-Update of the Gain Vector
  Time-Update of the Conversion Factor
  Initial Conditions
  Array Algorithm
  Appendix: Chandrasekhar Filter View full abstract»
- Regularized Prediction Problems
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch57
  Page(s): 621 - 627
  Copyright Year: 2008
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  This chapter contains sections titled:
  Regularized Backward Prediction
  Regularized Forward Prediction
  Low-Rank Factorization View full abstract»
- Fast FixedOrder Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch58
  Page(s): 628 - 638
  Copyright Year: 2008
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  This chapter contains sections titled:
  Fast Transversal Filter
  Faest Filter
  Fast Kalman Filter
  Stability Issues View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch59
  Page(s): 639 - 641
  Copyright Year: 2008
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  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch60
  Page(s): 642 - 651
  Copyright Year: 2008
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  This chapter contains sections titled:
  Problems
  Computer Projects View full abstract»
- Three Basic Estimation Problems
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch61
  Page(s): 652 - 668
  Copyright Year: 2008
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  This chapter contains sections titled:
  Motivation For Lattice Filters
  Joint Process Estimation
  Backward Estimation Problem
  Forward Estimation Problem
  Time and Order-Update Relations View full abstract»
- Lattice Filter Algorithms
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch62
  Page(s): 669 - 675
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
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  This chapter contains sections titled:
  Significance of Data Structure
  A Posteriori-Based Lattice Filter
  A Priori-Based Lattice Filter View full abstract»
- ErrorFeedback Lattice Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch63
  Page(s): 676 - 687
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This chapter contains sections titled:
  A Priori Error-Feedback Lattice Filter
  A Posteriori Error-Feedback Lattice Filter
  Normalized Lattice Filter View full abstract»
- Array Lattice Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch64
  Page(s): 688 - 694
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This chapter contains sections titled:
  Order-Update of Output Estimation Errors
  Order-Update of Backward Estimation Errors
  Order-Update of Forward Estimation Errors
  Significance of Data Structure View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch65
  Page(s): 695 - 697
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch66
  Page(s): 698 - 703
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This chapter contains sections titled:
  Problems
  Computer Project View full abstract»
- Indefinite LeastSquares
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch67
  Page(s): 704 - 717
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
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  This chapter contains sections titled:
  Indefinite Least-Squares Formulation
  Recursive Minimization Algorithm
  Time-Update of the Minimum Cost
  Singular Weighting Matrices
  Appendix: Stationary Points
  Appendix: Inertia Conditions View full abstract»
- Robust Adaptive Filters
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch68
  Page(s): 718 - 734
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
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  This chapter contains sections titled:
  A Posteriori-Based Robust Filters
  -NLMS Algorithm
  A Priori-Based Robust Filters
  LMS Algorithm
  Filters View full abstract»
- Robustness Properties
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch69
  Page(s): 735 - 742
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
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  This chapter contains sections titled:
  Robustness of LMS
  Robustness of -NLMS
  Robustness of RLS View full abstract»
- Summary and Notes
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch70
  Page(s): 743 - 746
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This chapter contains sections titled:
  Summary of Main Results
  Bibliographic Notes View full abstract»
- Problems and Computer Projects
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.ch71
  Page(s): 747 - 756
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
  | Quick Abstract | Full Text: PDF
  
  This chapter contains sections titled:
  Problems
  Computer Project View full abstract»
- References
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.refs
  Page(s): 757 - 774
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
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- Author Index
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.indauth
  Page(s): 775 - 779
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
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- Subject Index
  Sayed, A.
  Adaptive Filters
  Digital Object Identifier: 10.1002/9780470374122.indsub
  Page(s): 780 - 786
  Copyright Year: 2008
  Wiley-IEEE Press eBook Chapters
  
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