Jun 14, 2022 · Existing works mainly focus on simple dual-hop system. In this paper, we investigate the packet routing problem in a multi-hop UAV relay network ...
Simulation results demonstrate that the. MAQMIX outperforms baseline schemes in terms of the network congestion avoidance, throughput, and transmission time.
Multi-Agent Learning Based Packet Routing in Multi-Hop UAV Relay ...
www.researchgate.net › ... › UAV
Packet Routing in Dynamic Multi-Hop UAV Relay Network: A Multi-Agent Learning Approach. Article. Full-text available. Sep 2022. Ruijin Ding · Jiawei ...
Existing works mainly focus on simple dual-hop system. In this paper, we investigate the packet routing problem in a multi-hop UAV relay network to minimize the ...
Packet routing in dynamic multi-hop UAV relay network: A multi-agent learning approach. R Ding, J Chen, W Wu, J Liu, F Gao, X Shen. IEEE Transactions on ...
This paper investigates the packet routing problem based on deep multi-agent reinforcement learning, where each router chooses the next hop router by itself ...
Nov 1, 2023 · In this work, we enhance the total network throughput performance of a FANET system consisting of multiple UAVs and a ground control station ...
Aug 17, 2024 · This paper proposes a novel, Improved Q-learning-based Multi-hop Routing (IQMR) algorithm for optimal UAV-assisted communication systems. Using ...
In this study, we propose a joint trajectory control, frequency allocation, and packet routing (JTFR) algorithm, in which link utility is maximized.
In this paper, we focus on the complete link and instant transmission between user-pair (from one user to another) through one UAV relay or multiple UAV relays ...