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
Link To Document