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Volume 27 Issue 12
Dec.  2005
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Huang Qing-song, Wu Wei-ling. Approximate Close Form Expression for Generalized Moment-Based Nakagami-m Estimation[J]. Journal of Electronics & Information Technology, 2005, 27(12): 1892-1896.
Citation: Huang Qing-song, Wu Wei-ling. Approximate Close Form Expression for Generalized Moment-Based Nakagami-m Estimation[J]. Journal of Electronics & Information Technology, 2005, 27(12): 1892-1896.

Approximate Close Form Expression for Generalized Moment-Based Nakagami-m Estimation

  • Received Date: 2004-06-03
  • Rev Recd Date: 2004-12-14
  • Publish Date: 2005-12-19
  • A number of publications address the issue of the m-parameter estimation in Nakagami-m fading. The purpose of this contribution is to tackle approximate close form expression for a class of generalized moment-based estimator since it is always a transcendental equation. The details of derivation process are given. Numerical results are presented to demonstrate that the approximate estimator is not only computationally efficient but also accurate enough when compared with other estimators.
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  • Zhang Q T. A note on the estimation of Nakagami-m fading parameter[J].IEEE, Commun. Lett.2002, 6(6):237-238[2]Cheng J, Beaulieu N. Maximum-likelihood based estimation of[3]the Nakagami m parameter. IEEE Commun. Lett., 2001, 5(3): 101-103.[4]Abdi A, Kaveh M. Performance comparison of three different estimators for the Nakagami m parameter using Monte Carlo simulation[J].IEEE Commun. Lett.2000, 4(4):119-121[5]Bowman K O, Shenton L R. Properties of Estimators for the Gamma Distribution. New York: Marcel Dekker, 1988: 46.[6]Cheng J, Beaulieu N. Generalized moment estimators for the Nakagami fading parameters[J].IEEE Commun. Lett.2002, 6 (4):144-146[7]Cheng Julian, Beaulieu N C. Moment-based estimation of the Nakagami-m fading parameter. PACRIM. 2001 IEEE Pacific Rim Conference on Communications, Computers and signal Processing, Kitakyushu, Japan: 26-28 Aug. 2001. vol.2: 361-364.[8]Tepedelenlioglu C. Analytical performance analysis of moment-based estimators of the Nakagami parameter. Proceedings. Vehicular Technology Conference, 2002. VTC 2002-Fall. 2002 IEEE 56th, New Delhi, 24-28 Sept. 2002, vol.3: 1471-1474.[9]张贤达. 现代信号处理. 北京:清华大学出版社,1994, 第9章.[10]王元等. 数学手册. 北京: 高等教育出版社,1974.
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