Biological Inspired Stochastic Optimization Technique (PSO) for DOA and Amplitude Estimation of Antenna Arrays Signal Processing in RADAR Communication System
Joint Authors
Ghauri, Sajjad Ahmed
Hammed, Khurram
Qamar, M. Salman
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-02-24
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
This paper presents a stochastic global optimization technique known as Particle Swarm Optimization (PSO) for joint estimation of amplitude and direction of arrival of the targets in RADAR communication system.
The proposed scheme is an excellent optimization methodology and a promising approach for solving the DOA problems in communication systems.
Moreover, PSO is quite suitable for real time scenario and easy to implement in hardware.
In this study, uniform linear array is used and targets are supposed to be in far field of the arrays.
Formulation of the fitness function is based on mean square error and this function requires a single snapshot to obtain the best possible solution.
To check the accuracy of the algorithm, all of the results are taken by varying the number of antenna elements and targets.
Finally, these results are compared with existing heuristic techniques to show the accuracy of PSO.
American Psychological Association (APA)
Hammed, Khurram& Ghauri, Sajjad Ahmed& Qamar, M. Salman. 2016. Biological Inspired Stochastic Optimization Technique (PSO) for DOA and Amplitude Estimation of Antenna Arrays Signal Processing in RADAR Communication System. Journal of Sensors،Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1110728
Modern Language Association (MLA)
Hammed, Khurram…[et al.]. Biological Inspired Stochastic Optimization Technique (PSO) for DOA and Amplitude Estimation of Antenna Arrays Signal Processing in RADAR Communication System. Journal of Sensors No. 2016 (2016), pp.1-10.
https://search.emarefa.net/detail/BIM-1110728
American Medical Association (AMA)
Hammed, Khurram& Ghauri, Sajjad Ahmed& Qamar, M. Salman. Biological Inspired Stochastic Optimization Technique (PSO) for DOA and Amplitude Estimation of Antenna Arrays Signal Processing in RADAR Communication System. Journal of Sensors. 2016. Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1110728
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110728