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Array and statistical signal processing

✍ Scribed by Abdelhak M Zoubir; Mats Viberg; Rama Chellappa; Sergios Theodoridis

Publisher
Academic Press
Year
2014
Tongue
English
Leaves
976
Series
Academic Press library in signal processing, v. 3
Edition
1
Category
Library
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✦ Synopsis

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



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

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