A survey on resource management for 6G heterogeneous networks: current research, future trends, and challenges

HF Alhashimi, MHDN Hindia, K Dimyati, EB Hanafi… - Electronics, 2023 - mdpi.com
The sixth generation (6G) mobile communication system is expected to meet the different
service needs of modern communication scenarios. Heterogeneous networks (HetNets) …

A survey on WSN issues with its heuristics and meta-heuristics solutions

A Srivastava, PK Mishra - Wireless Personal Communications, 2021 - Springer
A wireless sensor networks (WSN's) has stimulated significant research work among the
researchers in monitoring and tracking tasks. It'sa quite challenging task that needs to cope …

Practical optimization and game theory for 6G ultra-dense networks: Overview and research challenges

BT Tinh, LD Nguyen, HH Kha, TQ Duong - IEEE Access, 2022 - ieeexplore.ieee.org
Ultra-dense networks (UDNs) have been employed to solve the pressing problems in
relation to the increasing demand for higher coverage and capacity of the fifth generation …

Game-theory-based spectrum sharing of industrial iot networking in high-speed railway heterogeneous communication system

C Wu, J Sheng, Y Wang, B Ai - IEEE Transactions on Cognitive …, 2023 - ieeexplore.ieee.org
The construction of smart railways and railway informatization urgently needs the support of
Internet of Things (IoT) technology. IoT services will provide comprehensive guarantees for …

Energy Efficient Power Allocation in Massive MIMO Based on Parameterized Deep DQN

S Sharma, W Yoon - Electronics, 2023 - mdpi.com
Machine learning offers advanced tools for efficient management of radio resources in
modern wireless networks. In this study, we leverage a multi-agent deep reinforcement …

Multi-objective oriented resource allocation in reconfigurable intelligent surface assisted HCNs

J Chen, S Wang, J Jia, Q Wang, L Yang, X Wang - Ad Hoc Networks, 2023 - Elsevier
In order to achieve thousand-fold throughput improvements for future applications,
heterogeneous cellular networks (HCNs) with ultra-densely deployed small cells have …

EMI and IEMI impacts on the radio communication network of electrified railway systems: A critical review

Y Fan, L Zhang, K Li - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
The electrified railway system has been rapidly rolled out in many countries and regions in
the past decades, along with the transportation decarbonization agenda. The latest …

Neural network joint capacity-power control strategy based on NSGAII-BP for interference suppression in LEO satellite uplinks

Z Zhou, F Qiu, F Zheng, M Ye - Computers and Electrical Engineering, 2022 - Elsevier
Due to the long distance between satellites and the earth, uplink users need considerable
energy to achieve satellite communication. Therefore, the energy efficiency is very important …