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eBook Adaptive Filtering and Change Detection ePub

eBook Adaptive Filtering and Change Detection ePub

by Fredrik Gustafsson

  • ISBN: 0471492876
  • Category: Engineering
  • Subcategory: Engineering
  • Author: Fredrik Gustafsson
  • Language: English
  • Publisher: Wiley; 1 edition (September 7, 2000)
  • Pages: 510
  • ePub book: 1248 kb
  • Fb2 book: 1688 kb
  • Other: lit rtf lrf txt
  • Rating: 4.8
  • Votes: 378

Description

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IEEE Aerospace and Electronic Systems Magazine 25 (7), 53-82, 2010.

F Gustafsson, F Gunnarsson. IEEE Signal processing magazine 22 (4), 41-53, 2005. T Schön, F Gustafsson, PJ Nordlund. Signal Processing, IEEE Transactions on 53 (7), 2279-2289, 2005. IEEE Aerospace and Electronic Systems Magazine 25 (7), 53-82, 2010.

It is the basic tool in fault detection and diagnosis. The technology is applied to aircraft, automotive, and communications systems.

Cite this publication. The working modes of the considered hybrid systems are described by stochastic. state-space models, and the mode transitions are characterized by a Markov model.

ISBN13: 9780471492870.

Real engineering applications covered include aircraft, automotive, communication systems, signal processing and automatic control problems.

INTRODUCTION Extended Summary.

Adaptive filtering is a branch of digital signal processing whichenables the selective enhancement of desired elements of a signaland the reduction of undesired elements. Change detection isanother kind of adaptive filtering for non-stationary signals, andis the basic tool in fault detection and diagnosis.This text takes the unique approach that change detection is anatural extension of adaptive filtering, and the broad coverageencompasses both the mathematical tools needed for adaptivefiltering and change detection and the applications of thetechnology. Real engineering applications covered include aircraft,automotive, communication systems, signal processing and automaticcontrol problems. The unique integration of both theory andpractical applications makes this book a valuable resourcecombining information otherwise only available in separate sources Comprehensive coverage includes many examples and case studiesto illustrate the ideas and show what can be achievedUniquely integrates applications to airborne, automotive andcommunications systems with the essential mathematical toolsAccompanying Matlab toolbox available on the web illustratingthe main ideas and enabling the reader to do simulations using allthe figures and numerical examples featured

This text would prove to be an essential reference forpostgraduates and researchers studying digital signal processing aswell as practising digital signal processing engineers.

Comments

Rrd Rrd
A lot of topics are represented, but non is really explained in depth. Mathematical background information are not given, a lot remains unproven, symbols within formulas remain unexplained and the Matlab toolbox is way too old. Contacting the author just resultet in getting a link that does not work any longer. Only positive thing to say: Many algorithms given. All in all a really very disappointing investment.
Zacki Zacki
A great introduction to the concepts of change detection. Easy reading, yet enough detail to understand the methods and use them. Don't particularly care about the promised matlab code as all the tricks in the book are easy enough to replicate.
Silver Globol Silver Globol
While doing some time at our local pen, I came across this book. Since I'm doing a stint for the next 8 years (ineligible for parole.) I found my self drawn to this book. First of all the cover is a work of art. Monet and Renoir could do nor better, nor duplicate. The font the author used was glorious. It showed both power and sensitivity at the same time, what a wonder, wonderfont font. Oh how I love arial font. While reading this book, I began to wonder about my life, my family, and my cellmate Bubba. If this author could bring together both love, honor, romace, and a touch of circus life in this book, I believe that I could share my soul, and soap with anyone. I would rate this book a good solid "M".