ACB scheme based on reinforcement learning in M2M communication

D Zhang, J Liu, W Zhou - GLOBECOM 2020-2020 IEEE Global …, 2020 - ieeexplore.ieee.org
Machine-to-machine (M2M) communication is a networked application and service taking
the intelligent interaction of machine terminals as the core. However, the existing access …

[HTML][HTML] An efficient resource allocation for massive MTC in NOMA-OFDMA based cellular networks

Y Wu, S Zhang, Z Liu, X Liu, J Li - Electronics, 2020 - mdpi.com
To alleviate random access congestion and support massive-connections with less energy
consumption for machine-type communications (MTC) in the 5G cellular network, we …

Reinforcement Learning Based Preamble Resource Allocation Scheme for Access Control in Machine-to-Machine Communication

H Liu, B Liu, H Gao, X Xu, X Su - International Conference on …, 2022 - Springer
With the rapid development of Internet of Things (IoT) technology, the number of large
numbers of Machine Type Communication (MTC) devices involved in M2M has increased …

5G interface and access control technology for massive device connection in electric hybrid service scenario

S Yang, W Lu - 5th International Conference on Information …, 2023 - spiedigitallibrary.org
With the rapid development of new power systems and the stringent communication
requirements of electric hybrid services, the 5G interface and access control technologies …

Preamble Selection and Allocation Algorithm Based on Q Learning

W Yuan, Y Zang, L Zhang - … Conference, ICAIS 2021, Dublin, Ireland, July …, 2021 - Springer
Abstract Machine-type Communication (MTC) is one of the three typical scenarios of 5G
cellular communication network and is supposed to support connection density of 1 million …

Research on M2M device access method based on packet combining competitive and non-competitive

X Cao, C Wang, W Ma, H Tian - 2020 International Conference …, 2020 - ieeexplore.ieee.org
With the rapid development of Internet of things technology, M2M communication traffic
volume is also increasing day by day, but the available wireless resources in LTE network …