Journal of Engineering and Applied Sciences
ISSN: Online 1818-7803ISSN: Print 1816-949x
Abstract
This study discusses the interference mitigation for an uplink Heterogeneous Network (HeNet). In this study, we propose a new management of resource allocation model with an unsupervised learning step. The proposal starts with a clustering stage where users are classified via. Signal Interference Noise Radio (SINR) in HeNet. Next, a power control optimization is considered for the uplink HeNet. With this strategy, the device users are separated in two different clusters according to the improved Signal-to-Leakage-plus-Noise Ratio (SLNR), SINR weighed andby considering shadowing. Moreover, to maximize both the system capacity and control power which mitigates the interference, we utilize the goal attainment method. Simulation results demonstrate that almost of low inter-cell interference can be canceled. This latter allowed us to have a better capacity a system.
How to cite this article:
Achki Samira, Gharnati Fatima and Ait Ouahman Abdellah. An Innovative Combined Model-Basedgoal Attainment for Interference Mitigation in
Heterogeneous Network.
DOI: https://doi.org/10.36478/jeasci.2020.3445.3452
URL: https://www.makhillpublications.co/view-article/1816-949x/jeasci.2020.3445.3452