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Title: An Introduction to Signal Detection and Estimation (Springer Texts in Electrical Engineering) by H. Vincent Poor ISBN: 0-387-94173-8 Publisher: Springer Verlag Pub. Date: March, 1994 Format: Hardcover Volumes: 1 List Price(USD): $77.95 |
Average Customer Rating: 4 (1 review)
Rating: 4
Summary: Excellent book, but not student-friendly!
Comment: Dr. Poor is a very well known authority in statistical signal processing, and in this book he offers us an excellent introductory-level presentation on a challenging and very important subject. Careful reading of this book will provide the reader with a solid theoretical background!
Lots of examples and exercises to illustrate theory; nevertheless I think that some very important aspects related to practical applications should not be left as exercises (for instance M-ary hypothesis testing). I also missed some computer-based exercises; it would have been great to see the beauty of detection and estimation theory at work.
If you have some familiarity with the topic you will undoubtedly enjoy this book, but if you are a student tackling with this for the first time it will be demanding reading. You will need considerable fluency in random variable calculus to get the most out of the book, as the author presents many results and derivations as "straightforward".
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Title: Elements of Information Theory by Thomas M. Cover, Joy A. Thomas ISBN: 0471062596 Publisher: Wiley-Interscience Pub. Date: 12 August, 1991 List Price(USD): $89.95 |
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Title: Information Theory and Statistics by Solomon Kullback ISBN: 0486696847 Publisher: Dover Pubns Pub. Date: 07 July, 1997 List Price(USD): $16.95 |
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Title: Fundamentals of Statistical Signal Processing, Volume 2: Detection Theory by Steven M. Kay ISBN: 013504135X Publisher: Prentice Hall PTR Pub. Date: 27 January, 1998 List Price(USD): $99.00 |
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Title: Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory by Steven M. Kay ISBN: 0133457117 Publisher: Prentice Hall PTR Pub. Date: 26 March, 1993 List Price(USD): $99.00 |
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Title: Mathematical Foundations of Information Theory by A. Ya. Khinchin ISBN: 0486604349 Publisher: Dover Pubns Pub. Date: 01 June, 1957 List Price(USD): $7.95 |
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