SpringerBriefs in Applied Sciences and Technology

Fractional Order Signal Processing

Introductory Concepts and Applications

Authors: Das, Saptarshi, Pan, Indranil

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  • Brief introduction to the field of fractional order signal processing
  • MATLAB tools to simulate the theories are also introduced so that the readers can apply the theoretical concepts right-away and gain practical insight
  • Written by experts in the field
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  • ISBN 978-3-642-23117-9
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About this book

The book tries to briefly introduce the diverse literatures in the field of fractional order signal processing which is becoming an emerging topic among an interdisciplinary community of researchers. This book is aimed at postgraduate and beginning level research scholars who would like to work in the field of Fractional Order Signal processing (FOSP). The readers should have preliminary knowledge about basic signal processing techniques. Prerequisite knowledge of fractional calculus is not essential and is exposited at relevant places in connection to the appropriate signal processing topics. Basic signal processing techniques like filtering, estimation, system identification, etc. in the light of fractional order calculus are presented along with relevant application areas. The readers can easily extend these concepts to varied disciplines like image or speech processing, pattern recognition, time series forecasting, financial data analysis and modeling, traffic modeling in communication channels, optics, biomedical signal processing, electrochemical applications and many more. Adequate references are provided in each category so that the researchers can delve deeper into each area and broaden their horizon of understanding. Available MATLAB tools to simulate FOSP theories are also introduced so that the readers can apply the theoretical concepts right-away and gain practical insight in the specific domain.

Reviews

From the reviews:

“This short monograph addresses several techniques involving signals, processes, and operations that are of fractional order. … should be particularly appealing to a reader who wants a brief introduction to matters that involve long-range dependence that arises in a number of processes such as network traffic, DNA sequences, stock prices etc., and a rudimentary understanding of which methods are appropriate for identifying and characterizing such behavior.” (Joseph Lakey, Zentralblatt MATH, Vol. 1237, 2012)

“This short introductory textbook on Fractional Order Signal Processing (FOSP) consists of seven chapters … . The main benefit for a beginner in FOSP is the list of relevant fresh references at the end of each chapter. These references link either to up-to-date results or to classical works in the area.” (Tibor K. Pogány, Mathematical Reviews, January, 2013)


Table of contents (7 chapters)

Table of contents (7 chapters)
  • Introduction

    Das, Saptarshi (et al.)

    Pages 1-12

  • Basics of Fractional Order Signals and Systems

    Das, Saptarshi (et al.)

    Pages 13-30

  • Long Range Dependence, Stable Distributions and Self-Similarity

    Das, Saptarshi (et al.)

    Pages 31-50

  • Fractional Order Integral Transforms

    Das, Saptarshi (et al.)

    Pages 51-65

  • Fractional Order System Identification

    Das, Saptarshi (et al.)

    Pages 67-81

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-642-23117-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-642-23116-2
  • 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
Fractional Order Signal Processing
Book Subtitle
Introductory Concepts and Applications
Authors
Series Title
SpringerBriefs in Applied Sciences and Technology
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
The Author(s)
eBook ISBN
978-3-642-23117-9
DOI
10.1007/978-3-642-23117-9
Softcover ISBN
978-3-642-23116-2
Series ISSN
2191-530X
Edition Number
1
Number of Pages
XIII, 101
Number of Illustrations
1 b/w illustrations, 5 illustrations in colour
Topics