TY - GEN
T1 - Mobile user association for heterogeneous networks using optimal transport theory
AU - Ghazzai, Hakim
AU - Tembine, Hamidou
AU - Alouini, Mohamed-Slim
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: This work was made possible by NPRP grant # 6-001-2-001 from the Qatar National Research Fund (A member of The Qatar Foundation). The statements made herein are solely the responsibility of the authors.
PY - 2018/2/12
Y1 - 2018/2/12
N2 - This paper investigates the mobile user association problem for heterogeneous networks. More specifically, it applies the optimal transport (OT) concept to determine the cells corresponding to each base station (BS) that minimize the total transmit power consumption of orthogonal frequency-division multiple access (OFDMA) cellular networks. This is performed by respecting the network quality of service and by taking into account the resource limitation per BS (e.g., power budget and number of resource blocks). Starting from given BS locations and user distributions, a fixed point algorithm is employed to find the optimal solution for the formulated problem. Selected numerical results investigate various practical scenarios with different user distributions and show that the cell boundaries obtained using OT solution provide a significant energy saving compared to the classical Voronoi cell boundaries.
AB - This paper investigates the mobile user association problem for heterogeneous networks. More specifically, it applies the optimal transport (OT) concept to determine the cells corresponding to each base station (BS) that minimize the total transmit power consumption of orthogonal frequency-division multiple access (OFDMA) cellular networks. This is performed by respecting the network quality of service and by taking into account the resource limitation per BS (e.g., power budget and number of resource blocks). Starting from given BS locations and user distributions, a fixed point algorithm is employed to find the optimal solution for the formulated problem. Selected numerical results investigate various practical scenarios with different user distributions and show that the cell boundaries obtained using OT solution provide a significant energy saving compared to the classical Voronoi cell boundaries.
UR - http://hdl.handle.net/10754/631636
UR - https://ieeexplore.ieee.org/document/8285588
UR - http://www.scopus.com/inward/record.url?scp=85050583312&partnerID=8YFLogxK
U2 - 10.1109/COMNET.2017.8285588
DO - 10.1109/COMNET.2017.8285588
M3 - Conference contribution
AN - SCOPUS:85050583312
SN - 9781509046638
SP - 1
EP - 6
BT - 2017 Sixth International Conference on Communications and Networking (ComNet)
PB - Institute of Electrical and Electronics Engineers (IEEE)
ER -