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Multiple Target Localization with Bistatic Radar Using Heuristic Computational Intelligence Techniques
Joint Authors
Qureshi, Ijaz Mansoor
Zaman, Fawad
Rehman, Ata Ur
Tanoli, Shujaat Ali Khan
Source
International Journal of Antennas and Propagation
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-31
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
We assume Bistatic Phase Multiple Input Multiple Output radar having passive Centrosymmetric Cross Shape Sensor Array (CSCA) on its receiver.
Let the transmitter of this Bistatic radar send coherent signals using a subarray that gives a fairly wide beam with a large solid angle so as to cover up any potential relevant target in the near field.
We developed Heuristic Computational Intelligence (HCI) based techniques to jointly estimate the range, amplitude, and elevation and azimuth angles of these multiple targets impinging on the CSCA.
In this connection, first the global search optimizers, that is,are developed separately Particle Swarm Optimization (PSO) and Differential Evolution (DE) are developed separately, and, to enhance the performances further, both of them are hybridized with a local search optimizer called Active Set Algorithm (ASA).
Initially, the performance of PSO, DE, PSO hybridized with ASA, and DE hybridized with ASA are compared with each other and then with some traditional techniques available in literature using root mean square error (RMSE) as figure of merit.
American Psychological Association (APA)
Zaman, Fawad& Qureshi, Ijaz Mansoor& Rehman, Ata Ur& Tanoli, Shujaat Ali Khan. 2015. Multiple Target Localization with Bistatic Radar Using Heuristic Computational Intelligence Techniques. International Journal of Antennas and Propagation،Vol. 2015, no. 2015, pp.1-12.
https://search.emarefa.net/detail/BIM-1065249
Modern Language Association (MLA)
Zaman, Fawad…[et al.]. Multiple Target Localization with Bistatic Radar Using Heuristic Computational Intelligence Techniques. International Journal of Antennas and Propagation No. 2015 (2015), pp.1-12.
https://search.emarefa.net/detail/BIM-1065249
American Medical Association (AMA)
Zaman, Fawad& Qureshi, Ijaz Mansoor& Rehman, Ata Ur& Tanoli, Shujaat Ali Khan. Multiple Target Localization with Bistatic Radar Using Heuristic Computational Intelligence Techniques. International Journal of Antennas and Propagation. 2015. Vol. 2015, no. 2015, pp.1-12.
https://search.emarefa.net/detail/BIM-1065249
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1065249