Self Organizing Networks: A Reinforcement Learning approach for self-optimization of LTE Mobility parameters (original) (raw)
Related papers
International Journal of Distributed Sensor Networks, 2012
Elektronika ir Elektrotechnika, 2014
Reinforcement-learning-based self-organisation for cell configuration in multimedia mobile networks
European Transactions on Telecommunications, 2005
Deep Reinforcement Learning-based CIO and Energy Control for LTE Mobility Load Balancing
2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC), 2021
arXiv (Cornell University), 2017
Reinforcement learning for joint radio resource management in LTE-UMTS scenarios
Computer Networks, 2011
Applied Sciences, 2022
Computer Networks, 2014
A Reinforcement Learning Based Solution for Self-Healing in LTE Networks
2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall), 2014
Packet Scheduling Algorithms in LTE/LTE-A cellular Networks: Multi-agent Q-learning Approach
2017
Cell Selection Mechanism Based on Q-learning Environment in Femtocell LTE-A Networks
Journal of ICT Research and Applications, 2021
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach
Reinforcement learning based adaptive handover in ultra-dense cellular networks with small cells
2020
Q-Learning vertical handover scheme in two-tier LTE-A networks
International Journal of Electrical and Computer Engineering (IJECE)
Reinforcement learning based radio resource scheduling in LTE-advanced
2011
Transactions on Emerging Telecommunications Technologies, 2016
Neural Computing and Applications, 2021
Self Organizing Networks for 3GPP LTE
Fuzzy logic-based optimised algorithm for mobility robustness and load-balancing in LTE/4G networks
International Journal of Networking and Virtual Organisations, 2018
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 2010
European Transactions on Telecommunications, 2010
2021
Cognitive Radio Resource Scheduling using Multi-Agent Q-Learning for LTE
International journal of Computer Networks & Communications
Mobility management in HetNets: a learning-based perspective
EURASIP Journal on Wireless Communications and Networking, 2015
2006
Improving the QoS in 5G HetNets Through Cooperative Q-Learning
IEEE Access, 2022
Multi objective resource scheduling in LTE networks using reinforcement learning
2012
Optimization of load balancing using fuzzy Q-Learning for next generation wireless networks
Expert Systems with Applications, 2013
New Channel Assignments in Cellular Networks: A reinforcement Learning Solution
Backhaul Aware User-Specific Cell Association Using Q-Learning
IEEE Transactions on Wireless Communications, 2019