典型文献
Adaptive 3D Routing Protocol for Flying Ad Hoc Networks Based on Prediction-Driven Q-Learning
文献摘要：
The routing protocols are paramount to guarantee the Quality of Service(QoS)for Flying Ad Hoc Networks(FANETs).However,they still face several challenges owing to high mobility and dynamic topology.This paper mainly focuses on the adaptive routing protocol and proposes a Three Di-mensional Q-Learning(3DQ)based routing protocol to guarantee the packet delivery ratio and improve the QoS.In 3DQ routing,we propose a Q-Learning based routing decision scheme,which contains a link-state prediction module and routing decision module.The link-state prediction module allows each Unmanned Aerial Vehicle(UAV)to predict the link-state of Neighboring UAVs(NUs),considering their Three Dimensional mobility and packet arrival.Then,UAV can produce routing decisions with the help of the routing decision module considering the link-state.We evaluate the various performance of 3DQ routing,and simulation results demonstrate that 3DQ can improve packet delivery ratio,goodput and delay of baseline protocol at most 71.36％,89.32％and 83.54％in FANETs over a variety of communication scenarios.
文献关键词：
中图分类号：
作者姓名：
Min Zhang;Chao Dong;Simeng Feng;Xin Guan;Huichao Chen;Qihui Wu
作者机构：
The Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space,Ministry of Industry and Information Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China;School of Software Engineering,Tongji University,Shanghai 201804,China
文献出处：
引用格式：
[1]Min Zhang;Chao Dong;Simeng Feng;Xin Guan;Huichao Chen;Qihui Wu-.Adaptive 3D Routing Protocol for Flying Ad Hoc Networks Based on Prediction-Driven Q-Learning)[J].中国通信（英文版）,2022(05):302-317
A类：
3DQ,Neighboring,NUs,goodput
B类：
Adaptive,Routing,Protocol,Flying,Hoc,Networks,Based,Prediction,Driven,Learning,routing,protocols,are,paramount,guarantee,Quality,Service,QoS,FANETs,However,they,still,face,several,challenges,owing,high,mobility,dynamic,topology,This,paper,mainly,focuses,adaptive,proposes,Three,packet,delivery,ratio,improve,In,scheme,which,contains,link,state,prediction,module,allows,each,Unmanned,Aerial,Vehicle,UAVs,considering,their,Dimensional,arrival,Then,can,produce,decisions,help,We,evaluate,various,performance,simulation,results,demonstrate,that,delay,baseline,most,over,variety,communication,scenarios
AB值：
0.476737
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