Wide-band maximum likelihood direction finding by using tree-structured EM algorithm
Date
1996
Authors
Advisor
Instructor
Source Title
Proceedings of the 8th Workshop on Statistical Signal and Array Processing, IEEE 1996
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Electronic ISSN
Publisher
IEEE
Volume
Issue
Pages
554 - 557
Language
English
Type
Conference Paper
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Volume Title
Abstract
A tree structured Expectation Maximization (EM) algorithm is proposed and applied to the wide-band angle of arrival estimation. It may be seen as a generalization on EM using the ideas of Cascade EM algorithm and Space Alternating Generalized EM algorithm. Also, for passive data acquisition, robust and efficient alternatives for the estimation of the source signals are investigated.
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Book Title
Keywords
Data acquisition, Optimization, Parameter estimation, Sensors, Signal processing, Trees (mathematics), Cascade algorithm, Direction of arrivals, Measured signals, Source signals, Space alternating generalized algorithm, Tree structured expectation maximization algorithm, Wide band maximum Angle of arrival estimation, Algorithms