Academic Press Library in Signal Processing book cover

Academic Press Library in Signal Processing

Array and Statistical Signal Processing

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

Audience

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

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Published: August 2013

Imprint: Academic Press

ISBN: 978-0-12-411621-4

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- LjubiÅ¡a Stankovic´, MiloÅ¡ 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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