Academic Press Library in Signal Processing, Vol. 3 : Array and Statistical Signal Processing

 

 by :

 Rama Chellappa, Sergios Theodoridis, Abdelhak M. Zoubir, Mats Vibergi (Edit)

 Press :

 Academic Press

 Year :

 2014

 Binding :

 Hardback

 ISBN (13) :

 9780124115972

 ISBN (10) :

 0124115977

 Pages :

 967

 Size :

 20 x 24

 Price :

 $ 225.00

 

 

 

Overview

Key Features

 

  • Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing
  • Presents core principles and shows their application
  • Reference content on core principles, technologies, algorithms and applications
  • Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge
  • Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Description

This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing.

With this reference source you will:
 

  • Quickly grasp a new area of research 
  • Understand the underlying principles of a topic and its application
  • Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved

Contents


1. Introduction to Statistical Signal Processing- Abdelhak M. Zoubir 
2. Model Order Selection- Visa Koivunen and Esa Ollila 
3. Non-Stationary Signal Analysis Time-Frequency Approach- Ljubiša Stankovic´, Miloš Dakovic´, and Thayananthan Thayaparan 
4. Bayesian Computational Methods in Signal Processing- Simon Godsill 
5. Distributed Signal Detection- Pramod K. Varshney and Engin Masazade 
6. Quickest Change Detection- Venugopal V. Veeravalli and Taposh Banerjee 
7. Geolocation—Maps, Measurements, Models, and Methods- Fredrik Gustafsson 
8. Performance Analysis and Bounds- Brian M. Sadler and Terrence J. Moore
9. Diffusion Adaptation Over Networks- Ali H. Sayed 
10. Array Signal Processing: Overview of the Included Chapters- Mats Viberg
11. Introduction to Array Processing- Mats Viberg 
12. Adaptive and Robust Beamforming- Sergiy A. Vorobyov 
13. Broadband Beamforming and Optimization- Sven E. Nordholm, Hai H. Dam, Chiong C. Lai, and Eric A. Lehmann 
14. DOA Estimation Methods and Algorithms- Pei-Jung Chung, Mats Viberg, and Jia Yu 
15. Subspace Methods and Exploitation of Special Array Structures- Martin Haardt, Marius Pesavento, Florian Roemer, and Mohammed Nabil El Korso 
16. Performance Bounds and Statistical Analysis ofDOA Estimation- Jean Pierre Delmas 
17. DOA Estimation of Nonstationary Signals- Moeness G. Amin and Yimin D. Zhang 
18. Source Localization and Tracking- Yu Hen Hu 
19. Array Processing in the Face of Nonidealities- Mário Costa, Visa Koivunen, and Mats Viberg 
20. Applications of Array Signal Processing- A. Lee Swindlehurst, Brian D. Jeffs, Gonzalo Seco-Granados, and Jian Li


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