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Array and Statistical Signal Processing

✍ Scribed by Abdelhak M. Zoubir, Mats Viberg, Rama Chellappa and Sergios Theodoridis (Eds.)

Publisher
Academic Press
Year
2014
Tongue
English
Leaves
976
Series
Academic Press Library in Signal Processing 3
Edition
1
Category
Library
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✦ Synopsis

This third volume of a five volume set, 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



    • 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

    ✦ Table of Contents

    Content:
    Copyright
    Page iv

    Introduction
    Pages xxi-xxiii

    About the Editors
    Pages xxv-xxvi

    Section Editors
    Pages xxvii-xxviii

    Authors Biography
    Pages xxix-xliii

    Chapter 1 - Introduction to Statistical Signal Processing Original Research Article
    Pages 3-7
    Abdelhak M. Zoubir

    Chapter 2 - Model Order Selection Original Research Article
    Pages 9-25
    Visa Koivunen, Esa Ollila

    Chapter 3 - Non-Stationary Signal Analysis Time-Frequency Approach Original Research Article
    Pages 27-142
    Ljubiša Stanković, Miloš Daković, Thayananthan Thayaparan

    Chapter 4 - Bayesian Computational Methods in Signal Processing Original Research Article
    Pages 143-185
    Simon Godsill

    Chapter 5 - Distributed Signal Detection Original Research Article
    Pages 187-207
    Pramod K. Varshney, Engin Masazade

    Chapter 6 - Quickest Change Detection Original Research Article
    Pages 209-255
    Venugopal V. Veeravalli, Taposh Banerjee

    Chapter 7 - Geolocation—Maps, Measurements, Models, and Methods Original Research Article
    Pages 257-296
    Fredrik Gustafsson

    Chapter 8 - Performance Analysis and Bounds Original Research Article
    Pages 297-322
    Brian M. Sadler, Terrence J. Moore

    Chapter 9 - Diffusion Adaptation Over Networks Original Research Article
    Pages 323-453
    Ali H. Sayed

    Chapter 10 - Array Signal Processing: Overview of the Included Chapters Original Research Article
    Pages 457-462
    Mats Viberg

    Chapter 11 - Introduction to Array Processing Original Research Article
    Pages 463-502
    Mats Viberg

    Chapter 12 - Adaptive and Robust Beamforming Original Research Article
    Pages 503-552
    Sergiy A. Vorobyov

    Chapter 13 - Broadband Beamforming and Optimization Original Research Article
    Pages 553-598
    Sven E. Nordholm, Hai H. Dam, Chiong C. Lai, Eric A. Lehmann

    Chapter 14 - DOA Estimation Methods and Algorithms Original Research Article
    Pages 599-650
    Pei-Jung Chung, Mats Viberg, Jia Yu

    Chapter 15 - Subspace Methods and Exploitation of Special Array Structures Original Research Article
    Pages 651-717
    Martin Haardt, Marius Pesavento, Florian Roemer, Mohammed Nabil El Korso

    Chapter 16 - Performance Bounds and Statistical Analysis of DOA Estimation Original Research Article
    Pages 719-764
    Jean Pierre Delmas

    Chapter 17 - DOA Estimation of Nonstationary Signals Original Research Article
    Pages 765-798
    Moeness G. Amin, Yimin D. Zhang

    Chapter 18 - Source Localization and Tracking Original Research Article
    Pages 799-817
    Yu Hen Hu

    Chapter 19 - Array Processing in the Face of Nonidealities Original Research Article
    Pages 819-857
    Mário Costa, Visa Koivunen, Mats Viberg

    Chapter 20 - Applications of Array Signal Processing Original Research Article
    Pages 859-953
    A. Lee Swindlehurst, Brian D. Jeffs, Gonzalo Seco-Granados, Jian Li

    Index
    Pages 955-967

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