Deep reinforcement learning for user association and resource allocation in heterogeneous cellular networks

N Zhao, YC Liang, D Niyato, Y Pei… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Due to the non-convex and combinatorial characteristics, it is challenging to obtain an
optimal strategy for the joint user association and resource allocation issue. In this paper, a …

Joint user-association and resource-allocation in virtualized wireless networks

S Parsaeefard, R Dawadi, M Derakhshani… - IEEE …, 2016 - ieeexplore.ieee.org
… Consequently, in this setup, the resource sets in the related optimization problem involve …
each user belonging to each slice. In this paper, the objective of proposed resource allocation

Joint resource allocation and user association for heterogeneous wireless cellular networks

D Fooladivanda, C Rosenberg - IEEE Transactions on Wireless …, 2012 - ieeexplore.ieee.org
user association problem. For OD and PSD, we formulate an optimal joint user association
and resource allocation … proportional fairness (PF) among all users in the system (we call this …

Joint resource allocation, user association, and power control for 5G LTE-based heterogeneous networks

JS Liu, CHR Lin, YC Hu - IEEE Access, 2020 - ieeexplore.ieee.org
allocation (PC) and the UE-to-cell association (UA) are referred to as a kind of resource
allocation… /MCS/cell/PL allocation problem or multi-resource allocation (MRA) problem for short. …

User association and resource allocation in 5G (AURA-5G): A joint optimization framework

A Jain, E Lopez-Aguilera, I Demirkol - Computer Networks, 2021 - Elsevier
… of user association alongside resource allocation in 5G heterogeneous networks (HetNets).
Notably, a broad spectrum of strategies/methods to accomplish the task of user association

QoS-aware resource allocation for mobile edge networks: User association, precoding and power allocation

G Niu, Q Cao, MO Pun - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
… 2, the user association problem is first transformed into an intra-SBS interference … suboptimal
resource allocation algorithm proposed in [23], we consider the user association problem …

Optimal joint user association and multi-pattern resource allocation in heterogeneous networks

Q Kuang, W Utschick, A Dotzler - IEEE Transactions on Signal …, 2016 - ieeexplore.ieee.org
… studies the joint user association and resource allocation in … cell multi-user resource allocation
as resource partitioning … range of user association and resource allocation strategies for …

Joint user association and resource allocation in the downlink of heterogeneous networks

Y Chen, J Li, W Chen, Z Lin… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
… MUs to associate with and properly assign its resources, ie, subchannels and power, to …
user association and resource allocation in each BS. We unify the size of the resource allocation

User association and resource allocation in unified NOMA enabled heterogeneous ultra dense networks

Z Qin, X Yue, Y Liu, Z Ding… - IEEE Communications …, 2018 - ieeexplore.ieee.org
… Thus, efficient resource allocation and interference control … We discuss user association
and resource allocation in NOMA … Then we address user association and resource allocation

User association and resource allocation optimization in LTE cellular networks

N Trabelsi, CS Chen, R El Azouzi… - … on Network and …, 2017 - ieeexplore.ieee.org
… • We formulate the user association and inter-cell interference problem using a potential
game. • We provide a dynamic solution of user association and inter-cell interference …