DocumentCode :
1456989
Title :
Array Pattern Synthesis Using Digital Phase Control by Quantized Particle Swarm Optimization
Author :
Ismail, Taisir H. ; Hamici, Zoubir M.
Author_Institution :
Commun. Eng. Dept., Amman Univ., Sweileh, Jordan
Volume :
58
Issue :
6
fYear :
2010
fDate :
6/1/2010 12:00:00 AM
Firstpage :
2142
Lastpage :
2145
Abstract :
A modified PSO algorithm called quantized PSO (QPSO) is described for the synthesis of antenna array patterns by digital phase shifters. The solution space of the QPSO algorithm is restricted to finite quantized integer values of the array phase coefficients. The QPSO search for an optimal solution within the available quantized values of the digital phase shifters to minimize the fitness function that includes the SLL value and interference suppression while maintains the main beam unchanged. The array factor is expressed using a linear transform based on discrete cosine transform (DCT) with pre-computed DCT matrix which allows a high speed computation of the fitness function. The results show better synthesis performance using QPSO, as compared to BPSO and efficient computation time for large arrays.
Keywords :
antenna arrays; discrete cosine transforms; interference suppression; particle swarm optimisation; QPSO search algorithm; antenna array pattern synthesis; digital phase control; digital phase shifters; discrete cosine transform; quantized particle swarm optimization; Antenna arrays; Communication system control; Discrete cosine transforms; Discrete transforms; Interference suppression; Linear antenna arrays; Network synthesis; Particle swarm optimization; Phase control; Phase shifters; Phased arrays; Antenna array; digital phase control; discrete cosine transform (DCT); interference suppression; quantized particle swarm optimization (QPSO) algorithm;
fLanguage :
English
Journal_Title :
Antennas and Propagation, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-926X
Type :
jour
DOI :
10.1109/TAP.2010.2046853
Filename :
5439879
Link To Document :
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