Load balancing and handover joint optimization in LTE networks using fuzzy logic and reinforcement learning
With the growing deployment of cellular networks, operators have to devote significant
manual effort to network management. As a result, Self-Organizing Networks (SONs) have …
manual effort to network management. As a result, Self-Organizing Networks (SONs) have …
Conflict resolution between load balancing and handover optimization in LTE networks
Self-Organizing Networks (SONs) aim to raise the level of automated management in
cellular technologies. In this field, Load Balancing (LB) and Handover Optimization (HOO) …
cellular technologies. In this field, Load Balancing (LB) and Handover Optimization (HOO) …
A dynamic hysteresis-adjusting algorithm in LTE self-organization networks
W Li, X Duan, S Jia, L Zhang, Y Liu… - 2012 IEEE 75th …, 2012 - ieeexplore.ieee.org
Handover Parameter Optimization (HPO) and Load Balancing (LB) are two Self-
Organization network (SON) aspects which aim at improving LTE system handover …
Organization network (SON) aspects which aim at improving LTE system handover …
Self organizing method for handover performance optimization in LTE-advanced network
S Chaudhuri, I Baig, D Das - Computer Communications, 2017 - Elsevier
Classical wireless cellular networks configure semi-static values of handover decision
parameters, which are usually been modified manually by the operator at a certain time …
parameters, which are usually been modified manually by the operator at a certain time …
Minimizing handover performance degradation due to LTE self organized mobility load balancing
SS Mwanje, A Mitschele-Thiel - 2013 IEEE 77th Vehicular …, 2013 - ieeexplore.ieee.org
Self-Organization (SO) has been proposed to reduce capital and operational expenses as
well as to improve cellular network performance. Mobility Load Balancing (MLB) and …
well as to improve cellular network performance. Mobility Load Balancing (MLB) and …
Optimization of load balancing using fuzzy Q-learning for next generation wireless networks
Load balancing is considered by the 3GPP as an important issue in Self-Organizing
Networks due to its effectiveness to increase network capacity. In next generation wireless …
Networks due to its effectiveness to increase network capacity. In next generation wireless …
Optimization of a fuzzy logic controller for handover-based load balancing
In Self-Organizing Networks (SON), load balancing has been recognized as an effective
means to increase network performance. In cellular networks, cell load balancing can be …
means to increase network performance. In cellular networks, cell load balancing can be …
Load balancing optimization in LTE/LTE-A cellular networks: a review
S Mishra, N Mathur - arXiv preprint arXiv:1412.7273, 2014 - arxiv.org
During the past few decades wireless technology has seen a tremendous growth. The
recent introduction of high-end mobile devices has further increased subscriber's demand …
recent introduction of high-end mobile devices has further increased subscriber's demand …
A q-learning strategy for lte mobility load balancing
SS Mwanje, A Mitschele-Thiel - 2013 IEEE 24th Annual …, 2013 - ieeexplore.ieee.org
Cellular radio networks are seldom uniformly loaded. This motivates the need for Load
Balancing (LB), as has been defined in the LTE Self-Organization standard. It is expected …
Balancing (LB), as has been defined in the LTE Self-Organization standard. It is expected …
Distributed mobility load balancing with RRM in LTE
W Lv, W Li, H Zhang, Y Liu - 2010 3rd IEEE International …, 2010 - ieeexplore.ieee.org
With the rapid growth of mobile communications, deployment and maintenance of cellular
mobile networks are becoming more and more complex, time consuming, and expensive. In …
mobile networks are becoming more and more complex, time consuming, and expensive. In …