Intelligent adaptive gossip-based broadcast protocol for UAV-MEC using multi-agent deep reinforcement learning

• Main Authors: REN, Zen, LI, Xinghua, MIAO, Yinbin, LI, Zhuowen, WANG, Zihao, ZHU, Mengyao, LIU, Ximeng, DENG, Robert H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Autonomous aerial vehicles; Floods; Gossip protocol; partially observable Markov decision process; Propagation delay; Protocols; Reinforcement learning; reinforcement learning; Semantics; sparse rewards; Topology; UAVs; Information Security; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/8275; https://ink.library.smu.edu.sg/context/sis_research/article/9278/viewcontent/Intelligent_Adaptive_Gossip_av.pdf
• Institution: Singapore Management University

UAV-assisted mobile edge computing (UAV-MEC) has been proposed to offer computing resources for smart devices and user equipment. UAV cluster aided MEC rather than one UAV-aided MEC as edge pool is the newest edge computing architecture. Unfortunately, the data packet exchange during edge computing...