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The Synthesis and Design of Communication Antennas Using Genetic Algorithms

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Book cover Soft Computing in Communications

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 136))

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Abstract

This chapter discusses the design and optimization of communication antenna arrays through genetic algorithms. A genetic algorithm approach to communication antenna design is presented by considering two different applications of array synthesis. The first application will investigate a method of creating thinned aperiodic linear phased arrays that will have suppressed grating lobes with increased scan angles. In addition, the genetic algorithm will place restrictions on the driving point impedance of each array element so that they are well behaved during scanning. The second application involves using a domaindecomposition / reciprocity procedure in conjunction with genetic algorithms to design microstrip patch antenna arrays mounted on an arbitrarily-shaped threedimensional metallic platform, such as a base station tower. In this application a genetic algorithm synthesis procedure is introduced that is capable of determining the optimal set of element excitation phases required to yield a desired or specified far-field radiation pattern.

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References

  1. Balanis CA (1997) Antenna Theory, Analysis and Design. 2nd edn. John Wiley and Sons, Inc. New York

    Google Scholar 

  2. Burke GJ, Poggio AJ (1981) Numerical Electromagnetics Code (NEC) — Method of Moments. Rep. UCID 18834, Lawrence Livermore Lab. Livermore, CA

    Google Scholar 

  3. Chang BK, Ma X, Sequeira HB (1994) Minimax-Maxmini: A New Approach to Optimization of the Thinned Antenna Arrays. 1994 IEEE Antennas and Propagation Society International Symposium. AP-S Digest. 1, 514–517

    Google Scholar 

  4. Cohen N, Hohlfeld RG (2000) Array Sidelobe Reduction by Small Position Offsets of Fracta1 Elements. Proceedings of The Applied Computational Electromagnetic Society (ACES). Naval Postgraduate School, Monterey. CA. 822–828

    Google Scholar 

  5. Davis L (1996) Handbook of Genetic Algorithms. International Thomson Computer Press, London

    Google Scholar 

  6. Elias JG, Chang B (1992) A Genetic Algorithm for Training Networks with Artificial Dendritic Trees. Proceedings of the International Joint Conference on Neural Networks. Baltimore, Maryland, 1, 652–657

    Google Scholar 

  7. Goldberg DE (1989) Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley Publishing Company, Inc. Reading, Massachusetts

    MATH  Google Scholar 

  8. Haupt RL (1994) Thinned Arrays Using Genetic Algorithms. IEEE Trans. Antennas Propagat. 42, 993–999

    Article  Google Scholar 

  9. Haupt RL (1995) An Introduction to Genetic Algorithms for Electromagnetics. IEEE Antennas Propagat. Magazine. 37, 7–15

    Article  Google Scholar 

  10. Haupt PL, Haupt SE (1998) Practical Genetic Algorithms. John Wiley and Sons, Inc. New York

    MATH  Google Scholar 

  11. Johnson JM, Rahmat-Samii Y (1997) Genetic Algorithms in Engineering Electromagnetics. IEEE Antennas Propagat. Magazine. 39, 7–25

    Article  Google Scholar 

  12. Junker GP, Kuo SS, Chen CH (1998) Genetic Algorithm Optimization of Antenna Arrays with Variable Interelement Spacings. 1998 IEEE Antennas and Propagation Society International Symposium, AP-S Digest. 1, 50–53

    Google Scholar 

  13. Kang YW, Pozar DM (1985) Correction of Error in Reduced Sidelobe Synthesis due to Mutual Coupling. IEEE Trans. Antennas Propagat. 33, 1025–1028

    Article  Google Scholar 

  14. Lo YT, Lee SW (1988) Antenna Handbook: Theory, Applications, and Design. Van Nostrand Reinhold Company. New York

    Google Scholar 

  15. Meijer CA (1998) Simulated Annealing in the Design of Thinned Arrays Having Low Sidelobe Levels. COMSIG’98, Proceedings of the 1998 South African Symposium on Communications and Signal Processing. 361–366

    Google Scholar 

  16. Mitchell M (1996) An Introduction to Genetic Algorithms. The MIT Press. Cambridge, Massachusetts

    Google Scholar 

  17. O’Neill DJ (1994) Element Placement in Thinned Arrays Using Genetic Algorithms. OCEANS ’94, Oceans Engineering for Today’s Technology and Tomorrows Preservation. 2, 301–306

    Google Scholar 

  18. Rahmat-Samii Y, Michielssen E (ed) (1999) Electromagnetic Optimization by Genetic Algorithms. John Wiley and Sons, Inc. New York

    MATH  Google Scholar 

  19. Rappaport TS (ed) (1998) Smart Antennas: Adaptive Arrays, Algorithms, and Wireless Position Location. The Institude of Electrical and Electronics Engineers, Inc. Piscataway, New Jersey

    Google Scholar 

  20. Sainati RA (1996) CAD of Microstrip Antennas for Wireless Applications. Artech House. Boston, Massachusetts

    Google Scholar 

  21. Saunders SR (1999) Antenna and Propagation for Wireless Communication Systems. Wiley, New York, Ch. 17

    Google Scholar 

  22. Stutzman WL, Thiele GA (1998) Antenna Theory and Design. 2nd edn. John Wiley and Sons, New York

    Google Scholar 

  23. Trucco A, Murino V (1999) Stochastic Optimization of Linear Sparse Arrays. IEEE Journal of Oceanic Engineering. 24, 291–299

    Article  Google Scholar 

  24. Tsoulos GV (ed) (2001) Adaptive Antennas for Wireless Communications. IEEE Press. Piscataway, New Jersey

    Google Scholar 

  25. Unz H (1956) Linear Arrays with Arbitrarily Distributed Elements. Electronic Res. Lab. University of California, Berkeley, Report Serial No. 60, Issue No. 168

    Google Scholar 

  26. Unz H (1960) Linear Arrays with Arbitrarily Distributed Elements. IRE Trans. Antennas Propag. 8, 222–223

    Article  Google Scholar 

  27. Weile DS, Michielssen E (1997) Genetic Algorithm Optimization Applied to Electromagnetics: A Review. IEEE Antennas Propagat. Magazine. 45, 343–353

    Article  Google Scholar 

  28. Werner DH, Allard RJ, Martin RA, Mittra R (2003) A Reciprocity Approach for Calculating Radiation Patterns of Arbitrarily Shaped Microstrip Antennas Mounted on Circularly-Cylindrical Platforms. Accepted for publication in IEEE Trans. Antennas Propagat.

    Google Scholar 

  29. Werner DH, Ferraro AJ (1989) Cosine Pattern Synthesis for Single and Multiple Main Beam Uniformly Spaced Linear Array. IEEE Trans. Antennas Propagat. 37, 1480 - 1484

    Article  Google Scholar 

  30. Werner DH, Mittra R (2000) Frontiers in Electromagnetics. The Institute of Electrical and Electronics Engineers, Inc. New York

    Google Scholar 

  31. Winters JH (1998) Smart Antennas for Wireless Systems. IEEE Personal Communications. 1, 23–27

    Article  Google Scholar 

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Werner, D.H., Bray, M.G., Allard, R.J., Werner, P.L. (2004). The Synthesis and Design of Communication Antennas Using Genetic Algorithms. In: Soft Computing in Communications. Studies in Fuzziness and Soft Computing, vol 136. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45090-0_11

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  • DOI: https://doi.org/10.1007/978-3-540-45090-0_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-53623-6

  • Online ISBN: 978-3-540-45090-0

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