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 …
J Xu, B Ai - IEEE Wireless Communications Letters, 2021 - ieeexplore.ieee.org
… Considering that it’s hard to perceive accurate and complete CSI of HSR environment, we developed a novel deep reinforcementlearning framework, termed as LSTM-DDPG, which …
TM Ho, KK Nguyen - ICC 2021-IEEE International Conference …, 2021 - ieeexplore.ieee.org
… Conclusion In this paper, we proposed a deep reinforcementlearning-based approach for joint server selection, cooperative offloading and handover in multi-access edge wireless …
SM Hussain, KM Yusof… - Indones. J. Electr …, 2021 - pdfs.semanticscholar.org
… First, a dynamic Q-learning algorithm is used for making handover decisions with the dynamic threshold … The use of reinforcementlearning algorithm for handover decision can learn the …
J Xu, B Ai, L Chen, L Wu - ICC 2022-IEEE International …, 2022 - ieeexplore.ieee.org
… Abstract—In this paper, we apply reconfigurable intelligent surface (RIS) technique to aid … then propose an efficient algorithm based on deep reinforcementlearning (DRL), namely deep …
… learning-based handover mechanism with a dynamic adjustment of the TTT and hysteresis, leading to intelligent … the handover is performed based on reinforcementlearning. This …
C Wu, X Cai, J Sheng, Z Tang, B Ai… - … on Intelligent …, 2020 - ieeexplore.ieee.org
… In summary, the research of multi-agent reinforcementlearning theory in the field of communication have accumulated relatively richly. But it is still rare in the research of …
B Shubyn, N Lutsiv, O Syrotynskyi… - 2020 IEEE 15th …, 2020 - ieeexplore.ieee.org
… In this paper, we proposed a new method for managing the handover in heterogeneous 5G mobile networks based on artificial intelligence technologies by using recurrent neural …
P Pramod Kumar, K Sagar - Concurrency and Computation …, 2023 - Wiley Online Library
… an intelligent transportation system. However, the existing systems addressed handover and network selection difficulties, but they did not solve the necessity for frequent handover …