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Book by Kay Steven M
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The most comprehensive overview of signal detection available. This is a thorough, up-to-date introduction to optimizing detection algorithms for implementation on digital computers. It focuses extensively on real-world signal processing applications, including state-of-the-art speech and communications technology as well as traditional sonar/radar systems. Start with a quick review of the fundamental issues associated with mathematical detection, as well as the most important probability density functions and their properties. Next, review Gaussian, Chi-Squared, F, Rayleigh, and Rician PDFs, quadratic forms of Gaussian random variables, asymptotic Gaussian PDFs, and Monte Carlo Performance Evaluations. Three chapters introduce the basics of detection based on simple hypothesis testing, including the Neyman-Pearson Theorem, handling irrelevant data, Bayes Risk, multiple hypothesis testing, and both deterministic and random signals. The author then presents exceptionally detailed coverage of composite hypothesis testing to accommodate unknown signal and noise parameters. These chapters will be especially useful for those building detectors that must work with real, physical data. Other topics covered include: Detection in nonGaussian noise, including nonGaussian noise characteristics, known deterministic signals, and deterministic signals with unknown parameters Detection of model changes, including maneuver detection and time-varying PSD detection Complex extensions, vector generalization, and array processing The book makes extensive use of MATLAB, and program listings are included wherever appropriate. Designed for practicing electrical engineers, researchers, and advanced students, it is an ideal complement to Steven M. Kay's Fundamentals of Statistical Signal Processing, Vol. 1: Estimation Theory (Prentice Hall PTR, 1993, ISBN: 0-13-345711-7).Biografía del autor:
STEVEN M. KAY is Professor of Electrical Engineering at the University of Rhode Island and a leading expert in signal processing.
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Descripción Prentice Hall, 1998. Hardcover. Condición: new. Nº de ref. del artículo: 9780135041352
Descripción Pearson, 1998. Hardcover. Condición: BRAND NEW. Nº de ref. del artículo: 013504135X_abe_bn
Descripción Pearson Education (US), United States, 1998. Hardback. Condición: New. New. Language: English. Brand new Book. This book focuses on techniques for obtaining optimal detection algorithms for implementation on digital computers.KEY TOPICS:The book explains statistical and signal processing in the context of numerous practical examples, focusing on current detection applications - especially problems in speech and communications. The book makes extensive use of MATLAB, and program listings are included wherever appropriate. Topics covered include: probability density functions and properties; statistical decision theory for both deterministic and random signals; signals with unknown parameters; white and colored Gaussian noise; non-Gaussian noise; detectors; model change detection; complex extensions; vector generalization and array processing. This is the perfect companion to Fundamentals of Statistical Signal Processing, Vol. 1: Estimation Theory.MARKET:For practicing electrical engineers building detectors for real-world applications. Also for electronics students and researchers. Nº de ref. del artículo: BZV9780135041352
Descripción Condición: New. New. Nº de ref. del artículo: EX-013504135X
Descripción Pearson, 1998. Condición: New. Brand new! Please provide a physical shipping address. Nº de ref. del artículo: 9780135041352
Descripción Condición: New. New. Nº de ref. del artículo: S-013504135X
Descripción Prentice Hall, 1998. Hardcover. Condición: New. 1st Edition. Nº de ref. del artículo: ABE-1584007332488
Descripción Prentice Hall. soft cover. Condición: New. International Edition. No supplemental materials. International Editions may have a different cover or ISBN but generally have the exact same content as the US edition, just at a more affordable price. In some cases, end of chapter questions may vary slightly from the US edition. International Editions are typically printed in grayscale, and likely will not have any color throughout the book. New. Books ship from multiple locations depending on availability. All orders are shipped with tracking information. We take pride in our customer service. Please contact us if you have any questions regarding this listing. Nº de ref. del artículo: 11550