Academic Press Library in Signal Processing
Volume 2: Statistical, Wireless, Array and Radar Signal Processing
Edited by- Sergios Theodoridis, Department of Informatics and Telecommunications, University of Athens, Greece
Aimed at university researchers, post graduate students and R&D engineers in industry, this reference gives tutorial-based, comprehensive reviews of key topics and technologies of research in statistical, wireless, array and radar signal processing, giving an invaluable starting point to the area through the insight and understanding that they provide.
This edition is one of three with the two others entitled:
Volume 1: Signal Processing Theory, Speech and Acoustic Processing, and Machine Learning (ISBN 9780123965028)
Volume 3: Image, Video and Biomedical Signal Processing, and Hardware (ISBN 9780123965011)
Features of this book include:- Quick tutorial reviews of important and emerging topics of research in signal, speech, acoustic, image and video processing.
- Reference content on core principles, technologies, algorithms and applications
- Edited and contributed by leading figures in the field
- Comprehensive references to journal articles and other literature upon which to build further , more detailed knowledge
With this reference source you will
- Quickly grasp an area of research with which you are unfamiliar
- Understand the underlying principles of a topic
- How a topic relates to other areas and learn of the research issues yet to be resolved
Audience
PhD students
Hardbound, 1000 Pages
Published: August 2013
Imprint: Academic Press
ISBN: 978-0-12-396500-4
Contents
1. Introduction: Statistical Signal Processing
2. Model Selection
3. Non-Stationary Signal Analysis
4. Computer Based Statistical Signal Processing
5. Distributed Signal Detection
6. Quickest Change Detection
7. Geolocation in Sensor Networks
8. Performance Analysis and Bounds
9.Diffusion Adaption Over Networks
10. Introduction: Signal Processing for Communications Modules
11. Channel Estimation, Tracking, Equalization, and Precoding
15. Signal Processing for Digital Subscriber Lines
16. Distributed Estimation and Detection with Applications in Wireless Communication and Sensing Networks
17. Spectrum Sensing for Cognitive Radio
18. Signal Processing and Optimal Resource Allocation for the Interference Channel
19. Introduction: Array Signal Processing
20. Broadband Beamforming and Optimisation
21 DOA Estimation Methods and Algorithms
22. Performance Bounds and Statistical Analysis of DOA Estimation
23. Subspace Methods and Exploitation of Special Array Structures
24. Array Calibration, Interpolation and Robust DOA Estimation
25. Wideband, Non-Stationary and Spread Sources
26. Applications of Array Signal Processing
27. Source Localization and Tracking
28. Adaptive and Robust Beamforming
29. Introduction: Radar Signal Processing
30. Radar clutter modeling and analysis
31. Space-Time Adaptive Processing for Radar
32. MIMO radar
33. Optimal adaptive waveform design
34. Multitarget multisensor tracking
35. Passive bistatic radar
36. Through-the-wall radar imaging: Theory and applications
37. Multichannel SAR processing
38. Introduction to Inverse Synthetic Aperture Radar
39. SAR Interferometry and Tomography: Theory and applications
40. Radar polarimetry: Theory and applications
41. Integrated sensor systems and data fusion for Homeland Protection
