Performance Analysis of Smart Antenna using Particle Swarm Optimization Algorithm
International Journal of Electronics and Communication Engineering |
© 2015 by SSRG - IJECE Journal |
Volume 2 Issue 6 |
Year of Publication : 2015 |
Authors : Shravan Kumar Namdeo and Dr. Pramendra Tilanthe |
How to Cite?
Shravan Kumar Namdeo and Dr. Pramendra Tilanthe, "Performance Analysis of Smart Antenna using Particle Swarm Optimization Algorithm," SSRG International Journal of Electronics and Communication Engineering, vol. 2, no. 6, pp. 17-20, 2015. Crossref, https://doi.org/10.14445/23488549/IJECE-V2I6P105
Abstract:
The smart antennas are antenna arrays with smart signal processing algorithms used to identify spatial signal signature such as the direction of arrival (DOA) of the signal, and one of the most important processes is beam forming. In the most important function in beam forming is changing beam pattern of antenna for a particular angle with minimize side lobe level . Particle Swarm Optimization algorithm is use for the beam forming. In the particle Swarm Optimization algorithm, a set of position and velocity for angles and amplitudes of antenna currents has been generated to optimized solution in desired direction. By using this method the side lobe interference will be reduced. The implementation result shows that the system a good performance.
Keywords:
Smart antenna, PSO, Phase angle, DOA, etc
References:
[1]Amara prakasa rao, “Adaptive Beamforming Algorithms for Smart Antenna Systems”, Volume 13, 2014.
[2]Revati Joshi, Ashwinikumar Dhande, “Performance and Quality Analysis of Adaptive Beamforming Algorithms (LMS,CMA, RLS & CGM) for Smart Antennas”, Volume: 03 Issue: 05 | May-2014,
[3]K.Ramakrishna, “A Novel Adaptive Beam forming RLMS Algorithm for Smart Antenna System”, Volume 86 – No 5, January 2014
[4]Susmita Das, IEEE Member, “Smart Antenna Design for Wireless Communication using Adaptive Beam-forming Approach” Volume 2008.
[5]Kapil dungriyal, “performance of mir-lms algorithm for adaptive beam forming in smart antenna”, Proceedings of IRF International Conference, Chennai, India, 20th April. 2014, ISBN: 978-93-84209-07-0.
[6]D. M. Motiur Rahaman,” Least Mean Square (LMS) for Smart Antenna”, Universal Journal of Communications and Network 1(1): 16-21, 2013.
[7]Chhaya Singh, B G Hogade “Implementation of an Adaptive Beam Forming Antenna for Radio Technology”, Volume-2 Issue-9, August 2014.
[8]Neelapu G R Reddy, “Smart Antennas Adaptive Beamforming through Statistical Signal Processing Techniques”, International Journal of Research in Computer and Communication Technology, Vol 2, Issue 8, August -2013.
[9]Ioan Nicolaescu, “Smart antennas for wireless communications systems”.
[10]Dale J. Shpak, “A method of optimal pattern synthesis of linear arrays with prescribed nulls”, IEEE transactions on antenna and propagation, Vol. 44, No.3, March 1996.
[11]Constantine A. BALANIS, “Antenna theory: analysis and design” Third edition, John Wiley & sons Inc., 2005.
[12]Steyskal, H., R. A. Shore, and R. L. Haupt, “Methods for null control and their effects on the radiation pattern,” IEEE Trans. Antennas Propagat., Vol. 34, 404–409, 1986.
[13]Guney, K. and A. Akdagli, “Null steering of linear antenna arrays using modified tabu search algorithm,” Progress In Electromagnetics Research, PIER 33, 167–182, 2001.