Thinned array antenna synthesis using modified binary particle swarm optimization with minimization of sidelobes

• Published in: International journal of intelligent computing and cybernetics 2023-03, Vol.16 (1), p.158-170
• Main Authors: Allu, Gayatri, Kumar, M. Surendra, Prasad, A.M.
• Format: Article
• Language: English
• Subjects: Ant colony optimization; Antenna arrays; Antennas; Arrays; Boolean; Design; Design optimization; Electromagnetic interference; Evolutionary algorithms; Genetic algorithms; Optimization techniques; Particle swarm optimization; Penalty function; Radiation; Sidelobes; Synthesis
• ISSN: 1756-378X; 1756-3798
• DOI: 10.1108/IJICC-11-2021-0273

PurposeThe purpose of this paper is to propose radiating system by avoiding electromagnetic interference in unwanted directions and to radiate the energy in the required direction with an optimization technique.Design/methodology/approachPractically, multiple, incompatible variables require concurrent boost on a synthesis of systematic antenna assemblage. The authors have worked out the main statistic penalty function to ensure all the restrictions. Here, MBPSO (Modified Binary Particle Swarm Optimization) is developed and introduced thin planar synthesis restriction. The sigmoid function is used to update the particle position. Different analytical demonstrations have been carried out, and the exhibited methods are predominant than the algorithms.FindingsA 20 × 10 planar antenna array is synthesized using modified BPSO. The authors have suppressed the PSLL in two principal planes and as well as in the entire f plane. Numerical results state that MBPSO outperforms the other binary BPSO, BCSO, ACO, RGA, GA optimization techniques. MBPSO achieved a −51.84 dB PSLL level, whereas BPSO achieved −48.57 dB with the same 50% thinning.Originality/valuePlanar array antenna formation is one of the most complex syntheses because the array gets filled with more antenna elements. The machine-like complication and implementation of such an antenna arrangement with a broad opening would be expensive. It is not easy to control the required radiation patterns shape by using a uniform feeding network. To get better flexibility for sustaining the sidelobe levelheaded along with consistent amplitude distribution. So as far as prominence has been given to the evolutionary algorithm, find an ideal solution for objective array combinational problems.