Academic Press Library in Signal Processing: Volume 3 book cover

Academic Press Library in Signal Processing: Volume 3

Array and Statistical Signal Processing

This third volume of a four 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

Audience

R&D engineers in signal processing and wireless and mobile communications

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Published: September 2013

Imprint: Academic Press

ISBN: 978-0-12-411597-2

Contents

  • 1. Introduction to Statistical Signal Processing
    2. Model Order Selection
    3. Non-Stationary Signal Analysis Time-Frequency Approach
    4. Bayesian Computational Methods in Signal Processing
    5. Distributed Signal Detection
    6. Quickest Change Detection
    7. Geolocation—Maps, Measurements, Models, and Methods
    8. Performance Analysis and Bounds
    9. Diffusion Adaptation Over Networks
    10. Array Signal Processing: Overview of the Included Chapters
    11. Introduction to Array Processing
    12. Adaptive and Robust Beamforming
    13. Broadband Beamforming and Optimization
    14. DOA Estimation Methods and Algorithms
    15. Subspace Methods and Exploitation of Special Array Structures
    16. Performance Bounds and Statistical Analysis ofDOA Estimation
    17. DOA Estimation of Nonstationary Signals
    18. Source Localization and Tracking
    19. Array Processing in the Face of Nonidealities
    20. Applications of Array Signal Processing

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