Array and statistical signal processing
著者
書誌事項
Array and statistical signal processing
(Academic press library in signal processing, v. 3)
Academic Press, c2014
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注記
other editors: Mats Viberg, Rama Chellappa, Sergios Theodoridis
Includes bibliographical references and index
内容説明・目次
内容説明
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
目次
- 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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