
Discrete Random Signal Processing and Filtering Primer with MATLAB
Alexander D. Poularikas(Author)
CRC Press
1st Edition
Published on 24. November 2008
Book
Hardback
300 pages
978-1-4200-8933-2 (ISBN)
Description
Engineers in all fields will appreciate a practical guide that combines several new effective MATLAB (R) problem-solving approaches and the very latest in discrete random signal processing and filtering.
Numerous Useful Examples, Problems, and Solutions - An Extensive and Powerful Review
Written for practicing engineers seeking to strengthen their practical grasp of random signal processing, Discrete Random Signal Processing and Filtering Primer with MATLAB provides the opportunity to doubly enhance their skills. The author, a leading expert in the field of electrical and computer engineering, offers a solid review of recent developments in discrete signal processing. The book also details the latest progress in the revolutionary MATLAB language.
A Practical Self-Tutorial That Transcends TheoryThe author introduces an incremental discussion of signal processing and filtering, and presents several new methods that can be used for a more dynamic analysis of random digital signals with both linear and non-linear filtering. Ideal as a self-tutorial, this book includes numerous examples and functions, which can be used to select parameters, perform simulations, and analyze results. This concise guide encourages readers to use MATLAB functions - and those new ones introduced as Book MATLAB Functions - to substitute many different combinations of parameters, giving them a firm grasp of how much each parameter affects results.
Much more than a simple review of theory, this book emphasizes problem solving and result analysis, enabling readers to take a hands-on approach to advance their own understanding of MATLAB and the way it is used within signal processing and filtering.
Numerous Useful Examples, Problems, and Solutions - An Extensive and Powerful Review
Written for practicing engineers seeking to strengthen their practical grasp of random signal processing, Discrete Random Signal Processing and Filtering Primer with MATLAB provides the opportunity to doubly enhance their skills. The author, a leading expert in the field of electrical and computer engineering, offers a solid review of recent developments in discrete signal processing. The book also details the latest progress in the revolutionary MATLAB language.
A Practical Self-Tutorial That Transcends TheoryThe author introduces an incremental discussion of signal processing and filtering, and presents several new methods that can be used for a more dynamic analysis of random digital signals with both linear and non-linear filtering. Ideal as a self-tutorial, this book includes numerous examples and functions, which can be used to select parameters, perform simulations, and analyze results. This concise guide encourages readers to use MATLAB functions - and those new ones introduced as Book MATLAB Functions - to substitute many different combinations of parameters, giving them a firm grasp of how much each parameter affects results.
Much more than a simple review of theory, this book emphasizes problem solving and result analysis, enabling readers to take a hands-on approach to advance their own understanding of MATLAB and the way it is used within signal processing and filtering.
More details
Language
English
Place of publication
Bosa Roca
United States
Publishing group
Taylor & Francis Inc
Target group
Professional and scholarly
Academic and Professional Practice & Development
Product notice
Paper over boards
Dimensions
Height: 234 mm
Width: 156 mm
Weight
516 gr
ISBN-13
978-1-4200-8933-2 (9781420089332)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Alexander D. Poularikas
Discrete Random Signal Processing and Filtering Primer with MATLAB
Book
10/2019
1st Edition
CRC Press
€101.20
Shipment within 15-20 days

Alexander D. Poularikas
Discrete Random Signal Processing and Filtering Primer with MATLAB
E-Book
10/2018
1st Edition
CRC Press
€92.49
Available for download

Alexander D. Poularikas
Discrete Random Signal Processing and Filtering Primer with MATLAB
E-Book
10/2018
CRC Press
€92.49
Available for download
Person
Poularikas, Alexander D.
Content
Fourier analysis of signals. Random variables, sequences, and stochastic processes. Nonparametric (classical) spectrums estimation. Parametric and other methods for spectra estimation. Optimal filtering-Wiener filters. Adaptive filtering-LMS algorithm. Adaptive filtering with variations of LMS algorithm. Nonlinear filtering. Appendices.