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Estimation for Two-Dimensional Nonsymmetric Coherently Distributed Source in L-Shaped Arrays
Joint Authors
Wu, Tao
Gu, Qingyue
Xu, Jiwei
Deng, Zhenghong
Source
International Journal of Antennas and Propagation
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-09-03
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
We explore the estimation of a two-dimensional (2D) nonsymmetric coherently distributed (CD) source using L-shaped arrays.
Compared with a symmetric source, the modeling and estimation of a nonsymmetric source are more practical.
A nonsymmetric CD source is established through modeling the deterministic angular signal distribution function as a summation of Gaussian probability density functions.
Parameter estimation of the nonsymmetric distributed source is proposed under an expectation maximization (EM) framework.
The proposed EM iterative calculation contains three steps in each cycle.
Firstly, the nominal azimuth angles and nominal elevation angles of Gaussian components in the nonsymmetric source are obtained from the relationship of rotational invariance matrices.
Then, angular spreads can be solved through one-dimensional (1D) searching based on nominal angles.
Finally, the powers of Gaussian components are obtained by solving least-squares estimators.
Simulations are conducted to verify the effectiveness of the nonsymmetric CD model and estimation technique.
American Psychological Association (APA)
Wu, Tao& Deng, Zhenghong& Gu, Qingyue& Xu, Jiwei. 2018. Estimation for Two-Dimensional Nonsymmetric Coherently Distributed Source in L-Shaped Arrays. International Journal of Antennas and Propagation،Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1168776
Modern Language Association (MLA)
Wu, Tao…[et al.]. Estimation for Two-Dimensional Nonsymmetric Coherently Distributed Source in L-Shaped Arrays. International Journal of Antennas and Propagation No. 2018 (2018), pp.1-16.
https://search.emarefa.net/detail/BIM-1168776
American Medical Association (AMA)
Wu, Tao& Deng, Zhenghong& Gu, Qingyue& Xu, Jiwei. Estimation for Two-Dimensional Nonsymmetric Coherently Distributed Source in L-Shaped Arrays. International Journal of Antennas and Propagation. 2018. Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1168776
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1168776