Overview
- Formal mathematical treatment of an advanced area of signal processing including many specially-written end-of-chapter excercises
- Teaches a wide variety of techniques necessary for modern applications of signal processing and demonstrates how the techniques can be applied to a wide variety of situations by the student himself without recourse to an exhaustive list of when to use which technique
- The only book on this subject at this level for students specialising in this area
Part of the book series: Advanced Textbooks in Control and Signal Processing (C&SP)
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Table of contents (16 chapters)
Keywords
About this book
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)
Authors and Affiliations
Bibliographic Information
Book Title: Statistical Signal Processing
Book Subtitle: Modelling and Estimation
Authors: Thierry Chonavel
Series Title: Advanced Textbooks in Control and Signal Processing
DOI: https://doi.org/10.1007/978-1-4471-0139-0
Publisher: Springer London
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eBook Packages: Springer Book Archive
Copyright Information: Springer-Verlag London 2002
Softcover ISBN: 978-1-85233-385-0Published: 22 March 2002
eBook ISBN: 978-1-4471-0139-0Published: 06 December 2012
Series ISSN: 1439-2232
Series E-ISSN: 2510-3814
Edition Number: 1
Number of Pages: XX, 331
Topics: Signal, Image and Speech Processing, Simulation and Modeling, Computational Intelligence, Electronics and Microelectronics, Instrumentation, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences