@article{MAKHILLJEAS2020151919459,
    title = {An Innovative Combined Model-Basedgoal Attainment for Interference Mitigation in
Heterogeneous Network},
    journal = {Journal of Engineering and Applied Sciences},
    volume = {15},
    number = {19},
    pages = {3445-3452},
    year = {2020},
    issn = {1816-949x},
    doi = {jeasci.2020.3445.3452},
    url = {https://makhillpublications.co/view-article.php?issn=1816-949x&doi=jeasci.2020.3445.3452},
    author = {Achki,Gharnati and},
    keywords = {Heterogeneous network HetNet,Small cell,Macrocell,uplink Interference,power control,SINR,goal attainment},
    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.}
    }