Authors : Achki Samira, Gharnati Fatima and Ait Ouahman Abdellah
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.
Achki Samira, Gharnati Fatima and Ait Ouahman Abdellah, 2020. An Innovative Combined Model-Basedgoal Attainment for Interference Mitigation in Heterogeneous Network. Journal of Engineering and Applied Sciences, 15: 3445-3452.