A Arwa, T Alaa, Z Faouzi - 2023 International Wireless …, 2023 - ieeexplore.ieee.org
… even be a solution to reduce handovers in mobile networks since 5G … Learning (ML) techniques to create an intelligenthandover … Machine learning has become a significant intelligence …
M Dzaferagic, BM Xavier, D Collins, V D'Onofrio… - arXiv preprint arXiv …, 2024 - arxiv.org
… to investigate the possibility to predict handover events and understand the value of … Learning approach that takes standard Radio Access Network measurements to predict handover …
… a reinforcementlearning handoff policy to reduce the number of handoffs in heterogeneous networks. However, the long-term effect of handovers … number of the handovers and ensure …
M Wu, W Huang, K Sun, H Zhang - 2020 IEEE 92nd Vehicular …, 2020 - ieeexplore.ieee.org
… on ReinforcementLearningReinforcementLearning (RL) is a field in machine learning that … framework more agile, we designed an intelligentlearning architecture for the SDN-enabled …
… -learning as a model-free reinforcementlearning algorithm since we need to learn a policy. … This research has been partially supported by the CelticNext Artificial Intelligence for Green …
SI Majid, SW Shah, SNK Marwat… - Mobile Information …, 2021 - Wiley Online Library
… XGBoost-based predictive handover technique for next … period; thus, the intelligent technique activates faster with improved … RL (reinforcementlearning) is a fluky methodology, and the …
A Prado, F Stöckeler, F Mehmeti… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
… used handover algorithm and an ReinforcementLearning (RL)-based handover algorithm, … Hence, an intelligent approach is required to decide if a handover should be triggered or not…
ML Moses, M Ramkumarraja - Transactions on Emerging …, 2022 - Wiley Online Library
… This article proposes an intelligent scheme as AHP with ELECTRE and DR learning to automate the transfer procedure for the telecommunications network, which mitigate the loss and …
DF Wu, C Huang, Y Yin, S Huang… - Wireless …, 2022 - Wiley Online Library
… handover and vertical handover? How do we improve the performance and efficiency of deep reinforcementlearning-based handover … The intelligenthandover decision method is …