• DocumentCode
    429641
  • Title

    Further results on Nakagami-m parameter estimation

  • Author

    Gaeddert, Joseph ; Annamalai, A.

  • Author_Institution
    Mobile & Portable Radio Res. Group, Virginia Polytech. Inst. & State Univ., USA
  • Volume
    6
  • fYear
    2004
  • fDate
    26-29 Sept. 2004
  • Firstpage
    4255
  • Abstract
    Accurate and efficient estimation of fading parameters are of considerable interest in the design of adaptive radios since they provide an indication of the communication link quality. We develop a few simple estimators for the Nakagami-m. parameter by approximating the transcendental equations that arise in the computation of maximum-likelihood and generalized moment-based estimators as linear or quadratic polynomials using a quasi-Newton optimization method. Statistical properties and the efficacy of the new estimators are validated via Monte Carlo simulations.
  • Keywords
    Newton method; fading channels; maximum likelihood estimation; optimisation; parameter estimation; polynomial approximation; radio links; statistical analysis; Nakagami-m parameter estimation; adaptive radios; communication link quality; fading parameter estimation; generalized moment-based estimators; linear polynomials; maximum-likelihood estimators; quadratic polynomials; quasi-Newton optimization method; statistical properties; transcendental equations; Amplitude estimation; Closed-form solution; Equations; Fading; Maximum likelihood estimation; Mobile communication; Parameter estimation; Polynomials; Postal services; State estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference, 2004. VTC2004-Fall. 2004 IEEE 60th
  • ISSN
    1090-3038
  • Print_ISBN
    0-7803-8521-7
  • Type

    conf

  • DOI
    10.1109/VETECF.2004.1404881
  • Filename
    1404881