Adaptive filtering : Algorithms and Practical Implementation / Paulo S. R. Diniz.
Diniz, Paulo Sergio Ramirez, 1956-
2020
TK5102.9
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Adaptive filtering : Algorithms and Practical Implementation / Paulo S. R. Diniz.
Author Diniz, Paulo Sergio Ramirez, 1956-
Edition 5th ed.
ISBN 9783030290573
3030290573
9783030290566
Published Cham : Springer, 2020.
Language English
Description 1 online resource (xviii, 495 pages) : illustrations.
Item Number 10.1007/978-3-030-29
Call Number TK5102.9
Dewey Decimal Classification 621.382
Summary In the fifth edition of this textbook, author Paulo S.R. Diniz presents updated text on the basic concepts of adaptive signal processing and adaptive filtering. He first introduces the main classes of adaptive filtering algorithms in a unified framework, using clear notations that facilitate actual implementation. Algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Examples address up-to-date problems drawn from actual applications. Several chapters are expanded and a new chapter 'Kalman Filtering is included. The book provides a concise background on adaptive filtering, including the family of LMS, affine projection, RLS, set-membership algorithms and Kalman filters, as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more. Problems are included at the end of chapters. A MATLAB package is provided so the reader can solve new problems and test algorithms. The book also offers easy access to working algorithms for practicing engineers.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Introduction to Adaptive Filtering
Fundamentals of Adaptive Filtering
The Least-Mean-Square (LMS) Algorithm
LMS-Based Algorithms
LMS-Based Algorithms
Conventional RLS Adaptive Filter
Set-Membership Adaptive Filtering
Adaptive Lattice-Based RLS Algorithms
Fast Transversal RLS Algorithms
QR-Decomposition-Based RLS Filters
Adaptive IIR Filters
Nonlinear Adaptive Filtering
Subband Adaptive Filters
Blind Adaptive Filtering
Kalman Filtering
Complex Differentiation
Quantization Effects in the LMS Algorithm
Quantization Effects in the RLS Algorithm
Analysis of Set-Membership Affine Projection Algorithm
Index.

Browse Subjects

Show more subjects...

Statistics

from
to
Export