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Sweet Spot Search of Antenna Beam using the Modified Genetic Algorithm  

Eom, Ki-Hwan (Department of Electronic Engineering, Dongguk University)
Jung, Kyung-Kwon (Department of Electronic Engineering, Dongguk University)
Publication Information
Journal of the Institute of Electronics Engineers of Korea CI / v.42, no.6, 2005 , pp. 47-54 More about this Journal
Abstract
In this paper, we propose a method that search the sweet spot of antenna beam, and keep it for fast speed transmission in millimeter wave on point-to-point link. We use TDD(Time Division Duplex) as transfer method, and it transfers the control data of antenna. The proposed method is the modified genetic algorithm which selects a superior initial group through slave-processing in order to resolve the local solution of genetic algorithm. The efficiency of the proposed method is verified by means of simulations with white Gaussian noise and not on point-to-point link.
Keywords
modified genetic algorithm; sweet spot; antenna beam; point-to-point;
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1 M. gen and R. Cheng, Genetic Systems & Engineering Design, John Wiley & Sons, Inc., N. Y., 1997
2 H. Muhlenbein, M. Schomisch, and J. Born, 'The Parallel Genetic algorithm as Function Optimizer,' Parallel Computing, Vol. 17, pp. 619-632, 1991   DOI
3 Mitsuo Gen and Runwei Cheng, Genetic Algorithms and Engineering Optimization, WILEY INTERSCIENCE, 2000
4 John D. Kraus and Ronald J. Marhefka, 'ANTENNAS', McGraw-Hill, 2001
5 J. J Grefenstette, 'Optimization of Control Parameters for Genetic Algorithms,' IEEE Trans. Syst., Man Cybern., Vol. SMC-16, No.1, pp. 122-128, 1986   DOI   ScienceOn
6 M. Mitchell, An Introduction to Genetic Algorithms, MIT press, 1998
7 R. Becher, M. Dillinger, M. Haardt, and W. Mohr, 'Broad-band wireless access and future communication networks,' Proc, Of the IEEE, Vol. 89, Jan. 2001, pp.53-75   DOI   ScienceOn
8 D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley Publishing Co.Inc., N.Y., 1989