internetboekhandel.nl
buttons Home pagina Kassa pagina, Winkelwagentje Contact info Email ons
leeg Home pagina Kassa pagina, Winkelwagentje Contact info Email ons Home pagina Gogh
Gogh
Gogh Home pagina Home pagina Kassa pagina, Winkelwagentje Contact info Email ons Besteller 60
 
Nederlands Buitenlands   Alles  Titel  Auteur  ISBN        
Technische wetenschappen
Technische wetenschappen algemeen
Kay, Steven M. Fundamentals of Statistical Signal Processing, Volume II
Levertijd: 5 tot 11 werkdagen


Steven Kay

Fundamentals of Statistical Signal

Processing, Volume 2, Detection Theory

€ 157.25



50413-4

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).


Text in English


Taal / Language : English

Extra informatie: 
Hardback
672 pagina's
Januari 1998
1021 gram
248 x 191 x 25 mm
PRENTICE HALL us

Levertijd: 5 tot 11 werkdagen