阵列天线方向图综合中的遗传算法目标函数研究
Study on the Objective Function for the Array Pattern Synthesis Based on Genetic Algorithm
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摘要: 在基于遗传算法的阵列天线方向图优化问题中,目标函数的选取直接关系到方向图的优化结果和算法的效率。该文针对不同优化目的的目标函数选取方法,比较了各种目标函数对方向图优化的影响,给出了一个在较大范围内通用的目标函数,同时分析了目标函数中的权重的影响。
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关键词:
- 遗传算法; 方向图综合; 目标函数
Abstract: For the pattern synthesis of antenna arrays by using genetic algorithm, it is important to select a proper objective function, which greatly influences the result and efficiency of the algorithm. In this paper, some kinds of objective functions used in the pattern synthesis are introduced and compared. A general objective function is presented, which can be used in many kinds of pattern synthesis problems. Meanwhile, the influence of weight factor in the objective function is studied. -
龚耀寰.自适应滤波--时域自适应滤波和智能天线.北京:电子工业出版社,2003年7月,第9章.[2]Altshuler E E. Design of a loaded monopole having hemispherical coverage using a genetic algorithm. IEEE Trans. on Antennas and Propagation, 1997, 45(1): 1 - 4.[3]马云辉.阵列天线的遗传算法综合.电波科学学报,2001,16(2):172-176.[4]Haupt R L. Phase-only adaptive nulling with a genetic algorithm[J].IEEE Trans. on Antennas and Propagation.1997, 45(6):1009-[5]Ares-Pena F J, et al. Genetic algorithm in the design and optimization of antenna array pattern[J].IEEE Trans. on Antennas and Propagation.1999, 47(3):506-[6]Ares F. Application of genetic algorithm and simulated annealing technique in optimizing the aperture distributions of antenna array patterns[J].Electronics Letters.1996, 32(3):148-[7]Haupt R L. Thinned arrays using genetic algorithm[J].IEEE Trans.on Antennas and Propagation.1994, 42(7):993-[8]任盛海,吴志忠.遗传算法在阵列天线方向图综合设计中的应用.电波科学学报,1996,11(4):62-67.[9]Altshuler E E. Design of a vehicular antenna for GPS/IRIDUM using a genetic algorithm[J].IEEE Trans. on Antennas and Propagation.2000, 48(5):968-[10]Godara L C. Handbook of Antennas in Wirless Communication.Boca Raton, London, New York, Washington, DC: CRC Press.2003:242 - 246.[11]Wang L L, Fang D G, Sheng W X. Combination of genetic algorithm (GA) and fast Fourier transform (FFT) for synthesis of arrays[J].Microwave and Optical Technology Letters.2003, 37(1):56- -
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