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Volume 39 Issue 3
Mar.  2017
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ZHENG Zhanqi, YAN Yuepeng, ZHANG Lijun, WANG Yuhao, ZHANG Jinling, MU Fuqi. Research on Genetic Algorithm of Antenna Arrays Beam Shaping with Side Lobe Suppression[J]. Journal of Electronics & Information Technology, 2017, 39(3): 690-696. doi: 10.11999/JEIT160466
Citation: ZHENG Zhanqi, YAN Yuepeng, ZHANG Lijun, WANG Yuhao, ZHANG Jinling, MU Fuqi. Research on Genetic Algorithm of Antenna Arrays Beam Shaping with Side Lobe Suppression[J]. Journal of Electronics & Information Technology, 2017, 39(3): 690-696. doi: 10.11999/JEIT160466

Research on Genetic Algorithm of Antenna Arrays Beam Shaping with Side Lobe Suppression

doi: 10.11999/JEIT160466
  • Received Date: 2016-05-09
  • Rev Recd Date: 2016-12-07
  • Publish Date: 2017-03-19
  • Excitation optimization algorithm based on Genetic Algorithm (GA) is mainly used to solve the excitation problems of array antenna beam shaping. When optimizing the excitation of array antenna by traditional genetic algorithm, the beam of array antenna is synthesized by radiation shape of elements in antenna array, and then the results will be compared with the target pattern. After several operations, the excitation will meet the deign requirements. However, in traditional genetic algorithm, neglected suppression of side lobe leads to an unsatisfactory high level side lobe. In this paper, a new method of beam synthesizing by peak beam of array antenna is proposed. By comparing the shape of synthesized beam with target beam and combining with traditional GA, the synthesized beam matching the target beam with low side lobe will be obtained. Taking a 16 elements X band micro-trip dipole linear array antenna as an example, the results of simulation show that array antenna has high level side lobe suppression at about -27.5 dBc using the method proposed in this paper, which is much better than -19 dBc side lobe suppression using traditional GA.
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  • MILIJI? M, NEI? A D, and MILOVANOVI? B. Design, realization, and measurements of a corner reflector printed antenna array with cosecant squared-shaped beam pattern[J]. IEEE Antennas and Wireless Propagation Letters, 2016, 15: 421-424. doi: 10.1109/LAWP.2015.2449257.
    HE Muxin, HAO Zhangcheng, and FAN Kuikui. A planar millimeter-wave antenna with a cosecant squared pattern[C]. 2015 Asia-Pacific Microwave Conference (APMC), Nanjing, China, 2015: 1-3.
    SCATTONE F, ETTORRE M, SAULEAU R, et al. Generation of a cosecant-squared radiation pattern with a supersaturate-like leaky-wave antenna[C]. 2015 9th European Conference on Antennas and Propagation (EuCAP), Lisbon, Portugal, 2015: 1-4.
    MILIJI? M, NEI? A D, MILOVANOVI? B, et al. Wideband printed antenna array in corner reflector with cosecant square-shaped beam pattern[C]. 2014 22nd Telecommunications Forum Telfor (TELFOR), Belgrade, Serbia, 2014: 780-783.
    赵菲, 齐会颖, 邱磊, 等. 自适应动态Meta粒子群优化算法综合多方向图共形阵列[J]. 电子与信息学报, 2012, 34(6): 1476-1482. doi: 10.3724/SP.J.1146.2011.01187.
    ZHAO Fei, QI Huiying, QIU Lei, et al. Adaptive dynamic meta particle swarm optimization algorithm synthesizing multiple-pattern conformal array[J]. Journal of Electronics Information Technology, 2012, 34(6): 1476-1482. doi: 10.3724/SP.J.1146.2011.01187.
    ABDOLAHI M, ASKARI G, SADEGHI H M, et al. A new microstrip array antenna with cosecant-squared beam shaping as a radiating column for SSR[C]. 2014 22nd Iranian Conference on Electrical Engineering (ICEE), Tehran, Iran, 2014: 1781-1785.
    WANG Peng and YAO Zhiwen. Wave beam control design for VM-based phased array antenna[C]. Proceedings of 2011 International Conference on Electronics and Optoelectronics, Dalian, China, 2011: V2-22-V2-25.
    OLIVERI G, VIANI F, ANSELMI N, et al. Synthesis of multilayer WAIM coatings for planar-phased arrays within the system-by-design framework[J]. IEEE Transactions on Antennas and Propagation, 2015, Vol. 63: 2482-2496.
    TANHA M, BRENNAN P, ASH M, et al. Phased array antenna for avalanche FMCW radar[C]. Antennas and Propagation Conference (LAPC), Loughborough, England, 2013: 51-55.
    TSUTSUMI H, KUWAHARA Y, and KAMO H. Design of the series fed microstrip patch planar array antenna by the para to genetic algorithm[R]. 2015 IEEE International Symposium on Antennas and Propagation USNC/URSI National Radio Science Meeting, Vancouver, BC, Canada, 2015: 1854-1855.
    CIORNEI I and KYRIAKIDES E. Hybrid ant colony-genetic algorithm (GAAPI) for global continuous optimization[J]. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 2012, 42(1): 234-245. doi: 10.1109/TSMCB. 2011.2164245.
    CHARI I, KOUBA A, BENNACEUR H, et al. A hybrid ACO-GA algorithm for robot path planning[C]. 2012 IEEE Congress on Evolutionary Computation, Brisbane, Australia, 2012: 1-8.
    WEI Juan and WANG Ping. Optimization of fuzzy rule based on adaptive genetic algorithm and ant colony algorithm[C]. 2012 Fourth International Conference on Computational and Information Sciences, Chengdu, China, 2010: 359-362.
    KUNDUKULAM S and BEENAMOLE K. Design of a linear array antenna for shaped beam using genetic algorithm[J]. International Journal of RF and Microwave Computer-Aided Engineering, 2008, 18(5): 410-416.
    UESAKA T and ARAI H. Design of cosecant squared beam collinear array using genetic algorithm[C]. 2013 IEEE International Workshop on Electromagnetics, Applications and Student Innovation Competition, Kowloon, Hong Kong, China, 2013: 74-75.
    DEHGHANI M, KARBALAEE Z, and MAHZON M. Design of a wide band antenna array with cosecant square pattern using genetic algorithm[C]. 2012 20th Telecommunications Forum (TELFOR), Belgrade, Serbia, 2012: 564-567.
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