Bias Reduction in the Closed-Form Maximum Likelihood Estimator for the Nakagami-m Fading Parameter

Ramos, Pedro Luiz; Louzada, Francisco; Ramos, Eduardo

Abstract

In this letter, we discuss a corrective bias for the modified maximum likelihood estimator of the Nakagami-m fading parameter. The obtained corrected estimator has a closed-form expression, which plays an essential role in describing fading effects in wireless communication. Numerical results show that the bias-corrected estimator outperforms the existing methods and returns unbiased estimates for the fading parameter even for very small sample sizes.

Más información

Título según WOS: ID WOS:000577969000021 Not found in local WOS DB
Título de la Revista: IEEE WIRELESS COMMUNICATIONS LETTERS
Volumen: 9
Número: 10
Editorial: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Fecha de publicación: 2020
Página de inicio: 1692
Página final: 1695
DOI:

10.1109/LWC.2020.3001453

Notas: ISI