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QRD-RLS adaptive filtering

Author: José Antonio Apolinário, Jr.
Publisher: New York ; London : Springer, ©2009.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
QRD-RLS Adaptive Filtering covers some of the most recent developments as well as the basic concepts for a complete understanding of the QRD-RLS-based adaptive filtering algorithms. It presents this research with a clear historical perspective which highlights the underpinning theory and common motivating factors that have shaped the subject. The material is divided into twelve chapters, going from fundamentals to  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
QRD-RLS adaptive filtering.
New York ; London : Springer, ©2009
(OCoLC)276223887
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: José Antonio Apolinário, Jr.
ISBN: 9780387097343 0387097341 9780387097336 0387097333
OCLC Number: 405547521
Description: 1 online resource (xix, 350 pages) : illustrations
Contents: QR Decomposition: An Annotated Bibliography --
Introduction to Adaptive Filters --
Conventional and Inverse QRD-RLS Algorithms --
Fast QRD-RLS Algorithms --
QRD Least-Squares Lattice Algorithms --
Multichannel Fast QRD-RLS Algorithms --
Householder-Based RLS Algorithms --
Numerical Stability Properties --
Finite and Infinite Precision Properties of QRD-RLS Algorithms --
On Pipelined Implementations of QRD-RLS Adaptive Filters --
Weight Extraction of Fast QRD-RLS Algorithms --
Linear Constrained QRD-Based Algorithm.
Responsibility: José Antonio Apolinário, Jr., editor ; foreword by John G. McWhirter.

Abstract:

This book provides tools and knowledge in a simple way so that the reader is able to implement a particular QRD-RLS algorithm tailored for the application at hand. The book comprehensively compiles  Read more...

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From the reviews:"Starting with a review of the history and the essential concepts in (numerical) linear algebra that are essential in the development of QR decomposition, the book continues with an Read more...

 
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