Adaptive Filtering Primer with MATLAB

Nonfiction, Science & Nature, Technology, Electricity
Cover of the book Adaptive Filtering Primer with MATLAB by Alexander D. Poularikas, Zayed M. Ramadan, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Alexander D. Poularikas, Zayed M. Ramadan ISBN: 9781351837835
Publisher: CRC Press Publication: December 19, 2017
Imprint: CRC Press Language: English
Author: Alexander D. Poularikas, Zayed M. Ramadan
ISBN: 9781351837835
Publisher: CRC Press
Publication: December 19, 2017
Imprint: CRC Press
Language: English

Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and students who would like to learn the fundamentals of this field and have a background at the bachelor level.

Adaptive Filtering Primer with MATLAB® clearly explains the fundamentals of adaptive filtering supported by numerous examples and computer simulations. The authors introduce discrete-time signal processing, random variables and stochastic processes, the Wiener filter, properties of the error surface, the steepest descent method, and the least mean square (LMS) algorithm. They also supply many MATLAB® functions and m-files along with computer experiments to illustrate how to apply the concepts to real-world problems. The book includes problems along with hints, suggestions, and solutions for solving them. An appendix on matrix computations completes the self-contained coverage.

With applications across a wide range of areas, including radar, communications, control, medical instrumentation, and seismology, Adaptive Filtering Primer with MATLAB® is an ideal companion for quick reference and a perfect, concise introduction to the field.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and students who would like to learn the fundamentals of this field and have a background at the bachelor level.

Adaptive Filtering Primer with MATLAB® clearly explains the fundamentals of adaptive filtering supported by numerous examples and computer simulations. The authors introduce discrete-time signal processing, random variables and stochastic processes, the Wiener filter, properties of the error surface, the steepest descent method, and the least mean square (LMS) algorithm. They also supply many MATLAB® functions and m-files along with computer experiments to illustrate how to apply the concepts to real-world problems. The book includes problems along with hints, suggestions, and solutions for solving them. An appendix on matrix computations completes the self-contained coverage.

With applications across a wide range of areas, including radar, communications, control, medical instrumentation, and seismology, Adaptive Filtering Primer with MATLAB® is an ideal companion for quick reference and a perfect, concise introduction to the field.

More books from CRC Press

Cover of the book Understanding the CDM 2007 Regulations by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book 3ds Max 8 Essentials by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Digital Love by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Chemical Reagents for Protein Modification by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Risk Analysis for Process Plant, Pipelines and Transport by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Video Game Law by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Handbook of Atmospheric Electrodynamics, Volume I by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Statistical Plasma Physics, Volume II by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Electrodynamics Of Particles And Plasmas by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Acetic Acid Bacteria by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book High Pressure Processing of Fruit and Vegetable Products by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Litt's Drug Eruption & Reaction Manual 25E by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Variational-Hemivariational Inequalities with Applications by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Microwave, Infrared, and Laser Transitions of Methanol Atlas of Assigned Lines from 0 to 1258 cm-1 by Alexander D. Poularikas, Zayed M. Ramadan
Cover of the book Building Services Engineering by Alexander D. Poularikas, Zayed M. Ramadan
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy