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