TY  - JOUR
T1  - An Innovative Combined Model-Basedgoal Attainment for Interference Mitigation in
Heterogeneous Network
AU - Samira, Achki AU - Fatima, Gharnati AU - Ouahman Abdellah, Ait 
JO  - Journal of Engineering and Applied Sciences
VL  - 15
IS  - 19
SP  - 3445
EP  - 3452
PY  - 2020
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2020.3445.3452
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2020.3445.3452
KW  - Heterogeneous network HetNet
KW  -Small cell
KW  -Macrocell
KW  -uplink Interference
KW  -power control
KW  -SINR
KW  -goal attainment
AB  - 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.
ER  -