Academic Press Library in Signal Processing: Volume 3: Array and Statistical Signal Processing

Overview

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.

Features:

  • Quick tutorial reviews of important and emerging topics of research in array and statistical signal ...
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Academic Press Library in Signal Processing: Array and Statistical Signal Processing

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Overview

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.

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 leadingpeoplein the field who, through their reputation, have been able to commission experts to write on a particular topic

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
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Product Details

Table of Contents

Introduction to Statistical Signal Processing; Model Order Selection; Non-Stationary Signal Analysis Time-Frequency Approach; Bayesian Computational Methods in Signal Processing; Distributed Signal Detection; Quickest Change Detection; Geolocation—Maps, Measurements, Models, and Methods; Performance Analysis and Bounds;Diffusion Adaptation Over Networks; Array Signal Processing: Overview of the Included Chapters; ntroduction to Array Processing;Adaptive and Robust Beamforming; Broadband Beamforming and Optimization; DOA Estimation Methods and Algorithms; Subspace Methods and Exploitation of Special Array Structures;Performance Bounds and Statistical Analysis of DOA Estimation; DOA Estimation of Nonstationary Signals;Source Localization and Tracking;Array Processing in the Face of Nonidealities; Applications of Array Signal Processing

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