Moment-based Parameter Estimation for ${\Gamma}$-parameterized TWDP Model
Signal Processing
2022-01-24 v1
Abstract
In this paper, parameterization of a two-wave with diffuse power (TWDP) fading model is revised. Anomalies caused by using conventional TWDP parameters and are first identified, indicating that the existing moment-based estimators of a tuple are not able to provide accurate estimations for various combinations of their values. Therefore, a moment-based estimators for a newly proposed parameters and are derived and analyzed through asymptotic variance (AsV) and Cramer-Rao bound (CRB) metrics. The results are qualitatively compared to those obtained for a tuple, showing that moment-based estimators of the improved -based parameterization managed to overcome all anomalies observed within the conventional TWDP parameterization.
Cite
@article{arxiv.2106.09969,
title = {Moment-based Parameter Estimation for ${\Gamma}$-parameterized TWDP Model},
author = {Pamela Njemcevic and Almir Maric and Enio Kaljic},
journal= {arXiv preprint arXiv:2106.09969},
year = {2022}
}