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 |