• DocumentCode
    3474639
  • Title

    Chaos based optimization of LMS algorithm applied on circular antenna arrays

  • Author

    Lazovic, Luka ; Jovanovic, Ana ; Rubezic, Vesna

  • Author_Institution
    Fac. of Electr. Eng., Univ. of Montenegro, Podgorica, Montenegro
  • fYear
    2015
  • fDate
    14-18 June 2015
  • Firstpage
    439
  • Lastpage
    442
  • Abstract
    In this paper we proposed a chaotic beamforming algorithm based on the optimization of the LMS algorithm using chaos theory, for the circular antenna array´s radiation pattern synthesis. The goal of the beamforming algorithm´s optimization using chaos theory is the fast adaptation of the antenna array radiation pattern on the concrete combination of received signals´ angles of arrival, their most precise possible assessment, the setting of radiation diagram´s deep nulls in the interfering signals´ direction, the reduction of the radiation diagram´s main lobe width, and the reduction of the side lobes.
  • Keywords
    adaptive antenna arrays; antenna radiation patterns; array signal processing; chaos; electromagnetic interference; least mean squares methods; LMS algorithm optimization; adaptive antenna array; chaos theory; chaotic beamforming algorithm; circular antenna array radiation pattern synthesis; interfering signal direction; radiation diagram main lobe width reduction; side lobe reduction; Algorithm design and analysis; Antenna arrays; Antenna radiation patterns; Arrays; Chaos; Least squares approximations; Optimization; LMS; adaptive algorithm; antenna arrays; chaos theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Embedded Computing (MECO), 2015 4th Mediterranean Conference on
  • Conference_Location
    Budva
  • Print_ISBN
    978-1-4799-8999-7
  • Type

    conf

  • DOI
    10.1109/MECO.2015.7181863
  • Filename
    7181863