SYNTHESIS OF THINNED LINEAR ANTENNA ARRAYS WITH FIXED SIDELOBE LEVEL USING REAL-CODED GENETIC ALGORITHM

In this paper, we propose an optimization method based on real-coded genetic algorithm (GA) with elitist strategy for thinning a large linear array of uniformly excited isotropic antennas to yield the maximum relative sidelobe level (SLL) equal to or below a fixed level. The percentage of thinning is always kept equal to or above a fixed value. Two examples have been proposed and solved with different objectives and with different value of percentage of thinning that will produce nearly the same sidelobe level. Directivities of the thinned arrays are found out and simulation results of different problems are also compared with published results to illustrate the effectiveness of the proposed method.

[1]  R. Haupt,et al.  Interleaved thinned linear arrays , 2005, IEEE Transactions on Antennas and Propagation.

[2]  G. K. Mahanti,et al.  Phase-Only and Amplitude-Phase Only Synthesis of Dual-Beam Pattern Linear Antenna Arrays Using Floating-Point Genetic Algorithms , 2007 .

[3]  Randy L. Haupt,et al.  Thinned arrays using genetic algorithms , 1993, Proceedings of IEEE Antennas and Propagation Society International Symposium.

[4]  G. K. Mahanti,et al.  Design of Phase-Differentiated Reconfigurable Array Antennas With Minimum Dynamic Range Ratio , 2006, IEEE Antennas and Wireless Propagation Letters.

[5]  S. Banerjee,et al.  Intrusion Detection on Sensor Networks Using Emotional Ants , 2005 .

[6]  E. Rajo-Iglesias,et al.  Ant Colony Optimization in Thinned Array Synthesis With Minimum Sidelobe Level , 2006, IEEE Antennas and Wireless Propagation Letters.

[7]  N. S. Philip,et al.  Soft Computing Models for Weather Forecasting , 2001 .

[8]  L. Schwartzman,et al.  Element behavior in a thinned array , 1967 .

[9]  A. Akdagli,et al.  Clonal Selection Algorithm for Design of Reconfigurable Antenna Array with Discrete Phase Shifters , 2007 .

[10]  S. Rengarajan,et al.  Genetic algorithms in the design and optimization of antenna array patterns , 1999 .

[11]  Zbigniew Michalewicz,et al.  Genetic Algorithms + Data Structures = Evolution Programs , 1992, Artificial Intelligence.

[12]  V. Rahmat-Samii,et al.  Genetic algorithms in engineering electromagnetics , 1997 .

[13]  Yahya Rahmat-Samii,et al.  Electromagnetic Optimization by Genetic Algorithms , 1999 .

[14]  Zbigniew Michalewicz,et al.  Genetic Algorithms + Data Structures = Evolution Programs , 1996, Springer Berlin Heidelberg.

[15]  Kun-Chou Lee,et al.  Application of Particle Swarm Algorithm to the Optimization of Unequally Spaced Antenna Arrays , 2006 .

[16]  G. K. Mahanti,et al.  PHASE-ONLY AND AMPLITUDE-PHASE SYNTHESIS OF DUAL-PATTERN LINEAR ANTENNA ARRAYS USING FLOATING-POINT GENETIC ALGORITHMS , 2007 .

[17]  E. Moreno,et al.  Linear array pattern synthesis optimizing array element excitations using the simulated annealing technique , 1999 .

[18]  R. Elliott Antenna Theory and Design , 2003 .

[19]  K. Guney,et al.  Amplitude-Only Pattern Nulling of Linear Antenna Arrays with the Use of Bees Algorithm , 2007 .

[20]  Yahya Rahmat-Samii,et al.  Particle swarm optimization for reconfigurable phase‐differentiated array design , 2003 .

[21]  G. K. Mahanti,et al.  Design of Fully Digital Controlled Reconfigurable Array Antennas with Fixed Dynamic Range Ratio , 2007 .