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

• المؤلفون الرئيسيون: REN, Zen, LI, Xinghua, MIAO, Yinbin, LI, Zhuowen, WANG, Zihao, ZHU, Mengyao, LIU, Ximeng, DENG, Robert H.
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2023
• الموضوعات: 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
• الوصول للمادة أونلاين: 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
• المؤسسة: 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...