Adaptive Digital Filters

Authors: Kovačević, Branko, Banjac, Zoran, Milosavljević, Milan

  • Presents algorithms and the mathematical background in a clear and consistent way
  • Introduces  the algorithms with flow charts, facilitating their practical implementation
  • Gives many experimental results
  • Treats the practical aspects in real systems
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About this book

“Adaptive Digital Filters” presents an important discipline applied to the domain of speech processing. The book first makes the reader acquainted with the basic terms of filtering and adaptive filtering, before introducing the field of advanced modern algorithms, some of which are contributed by the authors themselves. Working in the field of adaptive signal processing requires the use of complex mathematical tools. The book offers a detailed presentation of the mathematical models that is clear and consistent, an approach that allows everyone with a college level of mathematics knowledge to successfully follow the mathematical derivations and descriptions of algorithms.
 
The algorithms are presented in flow charts, which facilitates their practical implementation. The book presents many experimental results and treats the aspects of practical application of adaptive filtering in real systems, making it a valuable resource for both undergraduate and graduate students, and for all others interested in mastering this important field.

Reviews

From the book reviews:

“The volume arose as the product of a scientific activity carried out in some research centers in Serbia, at Belgrade. … Firstly, it provides a clear and consistent presentation of the mathematical models underlying the adaptive filtering. The mathematical level corresponds to undergraduate and graduate students in Electrical Engineering, so we conclude that the present volume will be of high interest to this student area.” (Dumitru Stanomir, zbMATH, Vol. 1301, 2015)

Table of contents (6 chapters)

  • Introduction

    Kovačević, Branko (et al.)

    Pages 1-29

  • Adaptive Filtering

    Kovačević, Branko (et al.)

    Pages 31-73

  • Finite Impulse Response Adaptive Filters with Variable Forgetting Factor

    Kovačević, Branko (et al.)

    Pages 75-108

  • Finite Impulse Response Adaptive Filters with Increased Convergence Speed

    Kovačević, Branko (et al.)

    Pages 109-146

  • Robustification of Finite Impulse Response Adaptive Filters

    Kovačević, Branko (et al.)

    Pages 147-186

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-33561-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-642-33560-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • ISBN 978-3-642-44749-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Adaptive Digital Filters
Authors
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Academic Mind Belgrade and Springer-Verlag Berlin Heidelberg
Distribution Rights
Distribution rights for India: Delhi Book Store, New Delhi, India
eBook ISBN
978-3-642-33561-7
DOI
10.1007/978-3-642-33561-7
Hardcover ISBN
978-3-642-33560-0
Softcover ISBN
978-3-642-44749-5
Edition Number
1
Number of Pages
XIV, 211
Number of Illustrations and Tables
66 b/w illustrations
Topics