Mobility load management in cellular networks: A deep reinforcement learning approach

G Alsuhli, K Banawan, K Attiah… - … on Mobile …, 2021 - ieeexplore.ieee.org
… to assume in our load balancing problem as we control the cellular network by basically …
The handover condition in (2) depends only on the current state of the cellular network. …

Load balancing optimization in LTE/LTE-A cellular networks: a review

S Mishra, N Mathur - arXiv preprint arXiv:1412.7273, 2014 - arxiv.org
network performance. In this paper, review of various load balancing techniques currently
used in mobile networks is … feature in future cellular networks. Keywords: 4G, Self-Optimization, …

Efficient cellular load balancing through mobility-enriched vehicular communications

P Kolios, K Papadaki… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… The key contribution of the work is the explicit amalgamation of delay tolerant techniques
with cellular networks especially as pertain to the task of load balancing. However, despite the …

Cooperative mobility load balancing in relay cellular networks

L Xu, Y Chen, KKK Chai, Y Luan… - 2013 IEEE/CIC …, 2013 - ieeexplore.ieee.org
… a cooperative mobility load balancing (CMLB) scheme in relay cellular networks. After … ),
in order to address the RS aggravating load problem and improve the handover performance. …

Load-aware modeling and analysis of heterogeneous cellular networks

HS Dhillon, RK Ganti… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
… in a fully loaded model. This paper incorporates a flexible notion of BS load by introducing
a … , and now load, we derive the coverage probability for a typical mobile, which connects to …

Adaptive mobility load balancing algorithm for LTE small-cell networks

MM Hasan, S Kwon, JH Na - IEEE transactions on wireless …, 2018 - ieeexplore.ieee.org
… a mobility load balancing algorithm for small-cell networks by adapting network load status
and considering load … those unbalanced load issues, as well as to improve cellular network

Mobility load balancing aware radio resource allocation scheme for LTE-Advanced cellular networks

L Xu, X Cheng, Y Liu, W Chen, Y Luan… - 2015 IEEE 16th …, 2015 - ieeexplore.ieee.org
… In order to deal with this problem, this paper proposes a mobility load balancing aware
radio resource allocation (MLBRRA) scheme. In the MLBRRA scheme, the assistant cell jointly …

On the impact of mobility in cellular networks

E Anton, U Ayesta, F Simatos - … Ad Hoc, and Wireless Networks …, 2019 - ieeexplore.ieee.org
… -known that mobility increases the throughput of wireless networks, … where users arrive to
the network according to a Poisson … However, under high loads we observe that mobility does …

Load balancing in cellular network: A review

A Sharma, A Roy, S Ghosal, R Chaki… - … and Networking …, 2012 - ieeexplore.ieee.org
… about current load balancing … of Load Balancing in Cellular Network. In section 2, we begin
with a detailed discussion of related works on Load Balancing schemes in cellular network. In …

Leveraging mobility and content caching for proactive load balancing in heterogeneous cellular networks

S Manzoor, S Mazhar, A Asghar… - Transactions on …, 2020 - Wiley Online Library
… to measure cellular system load, we adopted Jain's fairness index.54 Jain's fairness index
has been used in many studies9, 12 to determine the fairness level among cell loads as LB …