Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development (Prentice-Hall Signal Processing Series)

5 avg rating
( 1 ratings by Goodreads )
 
9780132808033: Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development (Prentice-Hall Signal Processing Series)

The Complete, Modern Guide to Developing Well-Performing Signal Processing Algorithms

 

In Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development, author Steven M. Kay shows how to convert theories of statistical signal processing estimation and detection into software algorithms that can be implemented on digital computers. This final volume of Kay’s three-volume guide builds on the comprehensive theoretical coverage in the first two volumes. Here, Kay helps readers develop strong intuition and expertise in designing well-performing algorithms that solve real-world problems.

 

Kay begins by reviewing methodologies for developing signal processing algorithms, including mathematical modeling, computer simulation, and performance evaluation. He links concepts to practice by presenting useful analytical results and implementations for design, evaluation, and testing. Next, he highlights specific algorithms that have “stood the test of time,” offers realistic examples from several key application areas, and introduces useful extensions. Finally, he guides readers through translating mathematical algorithms into MATLAB® code and verifying solutions.

 

Topics covered include

  • Step by step approach to the design of algorithms
  • Comparing and choosing signal and noise models
  • Performance evaluation, metrics, tradeoffs, testing, and documentation
  • Optimal approaches using the “big theorems”
  • Algorithms for estimation, detection, and spectral estimation
  • Complete case studies: Radar Doppler center frequency estimation, magnetic signal detection, and heart rate monitoring

 

Exercises are presented throughout, with full solutions, and executable MATLAB code that implements all the algorithms, is provided on the accompanying CD.

 

This new volume is invaluable to engineers, scientists, and advanced students in every discipline that relies on signal processing; researchers will especially appreciate its timely overview of the state of the practical art. Volume III complements Dr. Kay’s Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory (Prentice Hall, 1993; ISBN-13: 978-0-13-345711-7), and Volume II: Detection Theory (Prentice Hall, 1998; ISBN-13: 978-0-13-504135-2).

"synopsis" may belong to another edition of this title.

About the Author:

Steven M. Kay is one of the world’s leading experts in statistical signal processing. Currently Professor of Electrical Engineering at the University of Rhode Island, Kingston, he has consulted for numerous industrial concerns, the Air Force, Army, and Navy, and has taught short courses to scientists and engineers at NASA and the CIA. Dr. Kay is a Fellow of the IEEE, and a member of Tau Beta Pi, and Sigma Xi and Phi Kappa Phi. He has received the Education Award for “outstanding contributions in education and in writing scholarly book and texts...” from the IEEE Signal Processing society and has been listed as among the 250 most cited researchers in the world in engineering.

"About this title" may belong to another edition of this title.

Top Search Results from the AbeBooks Marketplace

1.

by Steven Kay (Author)
ISBN 10: 013280803X ISBN 13: 9780132808033
New Soft cover Quantity Available: 5
International Edition
Seller:
LINDABOOK
(Taipei, TP, Taiwan)
Rating
[?]

Book Description Soft cover. Book Condition: New. International Edition. Ship out 1 business day,Brand new,** This is an international edition ** ,different ISBN, cover, softcover, , Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee within USA, canada, Most Europe country, Australia, kf. Bookseller Inventory # ABE-10237001799

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 99.99
Convert Currency

Add to Basket

Shipping: US$ 9.90
From Taiwan to U.S.A.
Destination, Rates & Speeds

2.

Steven M. Kay
Published by Prentice Hall
ISBN 10: 013280803X ISBN 13: 9780132808033
New Hardcover Quantity Available: 1
Seller:
ABC BOOKSTORE
(ANKARA, Turkey)
Rating
[?]

Book Description Prentice Hall. Hardcover. Book Condition: New. Bookseller Inventory # 483

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 107.36
Convert Currency

Add to Basket

Shipping: US$ 17.10
From Turkey to U.S.A.
Destination, Rates & Speeds

3.

Kay, Steven M.
Published by Prentice Hall
ISBN 10: 013280803X ISBN 13: 9780132808033
New Hardcover Quantity Available: 2
Seller:
SGS Trading Inc
(Franklin Lakes, NJ, U.S.A.)
Rating
[?]

Book Description Prentice Hall. Hardcover. Book Condition: New. 013280803X New US Edition Textbook, Ships with Emailed Tracking from USA. Bookseller Inventory # Z013280803XZN

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 926.26
Convert Currency

Add to Basket

Shipping: US$ 3.89
Within U.S.A.
Destination, Rates & Speeds