Advanced Textbooks in Control and Signal Processing

Statistical Signal Processing

Modelling and Estimation

Authors: Chonavel, T.

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eBook 50,28 €
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  • ISBN 978-1-4471-0139-0
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Softcover 62,35 €
price for Spain (gross)
  • ISBN 978-1-85233-385-0
  • with online files
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  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
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  • The final prices may differ from the prices shown due to specifics of VAT rules
About this Textbook

Modern information systems must handle huge amounts of data having varied natural or technological origins. Automated processing of these increasing signal loads requires the training of specialists capable of formalising the problems encountered. This book supplies a formalised, concise presentation of the basis of statistical signal processing. Equal emphasis is placed on approaches related to signal modelling and to signal estimation. In order to supply the reader with the desirable theoretical fundamentals and to allow him to make progress in the discipline, the results presented here are carefully justified. The representation of random signals in the Fourier domain and their filtering are considered. These tools enable linear prediction theory and related classical filtering techniques to be addressed in a simple way. The spectrum identification problem is presented as a first step toward spectrum estimation, which is studied in non-parametric and parametric frameworks. The later chapters introduce synthetically further advanced techniques that will enable the reader to solve signal processing problems of a general nature. Rather than supplying an exhaustive description of existing techniques, this book is designed for students, scientists and research engineers interested in statistical signal processing and who need to acquire the necessary grounding to address the specific problems with which they may be faced. It also supplies a well-organized introduction to the literature.

Reviews

From the reviews:

"This book is a formal introduction to signal image processing, and a rather complete one too. … a good reference book to have if you are a research student, a practitioner interested in fundamentals of signal processing and their implementation, a teacher of signal processing. It comes with code, a clear formal style, a number of concisely stated facts and results." (Emmanuel Trucco, IEE Proceedings Vision, Image and Signal Processing, September, 2003)

"This book presents an introduction to statistical signal processing. It mainly deals with the modelling and spectral estimation of wide sense stationary processes, and their filtering. … This book is intended for graduate students, especially for students both in telecommunications and applied statistics. It can also serve as an excellent reference book for engineers, researchers and professors interested in statistical signal processing. I have found that the book is very helpful." (Yuehua Wu, Zentralblatt MATH, Vol. 1003 (3), 2003)


Table of contents (16 chapters)

Table of contents (16 chapters)

Buy this book

eBook 50,28 €
price for Spain (gross)
  • ISBN 978-1-4471-0139-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 62,35 €
price for Spain (gross)
  • ISBN 978-1-85233-385-0
  • with online files
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Signal Processing
Book Subtitle
Modelling and Estimation
Authors
Translated by
Ormrod, J.
Series Title
Advanced Textbooks in Control and Signal Processing
Copyright
2002
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-4471-0139-0
DOI
10.1007/978-1-4471-0139-0
Softcover ISBN
978-1-85233-385-0
Series ISSN
1439-2232
Edition Number
1
Number of Pages
XX, 331
Topics