J Tanveer, A Haider, R Ali, A Kim - Applied Sciences, 2022 - mdpi.com
… reinforcementlearning techniques. First, we discussed existing surveys then we are focused on handover (HO) management … Following, this study also discussed how machinelearning …
D Guo, L Tang, X Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… aim to establish an HO management and power allocation scheme to maximize the throughput while reducing the handover frequency. We model the multipleUE handover and power …
… Handovers (HOs) have been envisioned to be more … -wave BSs thereby making HO management a more crucial task … scheme based on double deepreinforcementlearning (DDRL) …
… , and UAV handovermanagement requires a mechanism that … handover decisions. The UHD is designed to perform efficient handover decisions that eliminate unnecessary handovers …
Z Han, T Lei, Z Lu, X Wen, W Zheng, L Guo - IEEE Access, 2019 - ieeexplore.ieee.org
… In this paper, we first design a self-learning architecture applicable to the SDN-based WLAN … handoffmanagement scheme based on deepreinforcementlearning, specifically deep Q-…
Y Koda, K Nakashima, K Yamamoto… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… While making handover decisions, it is important to predict … proactive framework wherein handover timings are optimized … use a deepreinforcementlearning for deciding the handover …
Z Wang, L Li, Y Xu, H Tian, S Cui - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
… We adopt the reinforcementlearning (RL) framework to learn the optimal controller for each … include energy efficient network management, deeplearning, and reinforcementlearning. …
C Lee, J Jung, JM Chung - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
… which are delivered to the RLC layer before the Handover Success. Therefore, the UE can receive … First, the T-gNB sends a Path Switch Request to the access and mobility management …
H Zhang, R Wang, W Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… deepreinforcementlearning framework based on the Actor − Critic method to deal with the wireless handover … computing environment to learn the optimal wireless handover policy. …