Joint traffic-aware UAV placement and predictive routing for aerial networks

被引:16
|
作者
Almeida, Eduardo Nuno [1 ,2 ]
Coelho, Andre [1 ,2 ]
Ruela, Jose [1 ,2 ]
Campos, Rui [1 ,2 ]
Ricardo, Manuel [1 ,2 ]
机构
[1] Univ Porto, INESC TEC, Campus FEUP,Rua Dr Roberto Frias, P-4200465 Porto, Portugal
[2] Univ Porto, Fac Engn, Campus FEUP,Rua Dr Roberto Frias, P-4200465 Porto, Portugal
关键词
Aerial wireless networks; UAV placement; Predictive routing; Quality of Service (QoS); AD-HOC NETWORKS; VEHICLE BASE STATION; 3-D PLACEMENT; INTER-FLOW; PROTOCOLS; OPTIMIZATION; DEPLOYMENT; DESIGN; MODELS; FANETS;
D O I
10.1016/j.adhoc.2021.102525
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aerial networks, composed of Unmanned Aerial Vehicles (UAVs) acting as Wi-Fi access points or cellular base stations, are emerging as an interesting solution to provide on-demand wireless connectivity to users, when there is no network infrastructure available, or to enhance the network capacity. This article proposes a traffic aware topology control solution for aerial networks that holistically combines the placement of UAVs with a predictive and centralized routing protocol. The synergy created by the combination of the UAV placement and routing solutions allows the aerial network to seamlessly update its topology according to the users' traffic demand, whilst minimizing the disruption caused by the movement of the UAVs. As a result, the Quality of Service (QoS) provided to the users is improved. The components of the proposed solution are described and evaluated in this article by means of simulation and an experimental testbed. The results show that the QoS provided to the users is significantly improved when compared to the corresponding baseline solutions.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] Traffic-Aware Routing in Road Networks
    Delling, Daniel
    Schieferdecker, Dennis
    Sommer, Christian
    [J]. 2018 IEEE 34TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), 2018, : 1543 - 1548
  • [2] Traffic-aware routing protocol for wireless sensor networks
    Chongmyung Park
    Harksoo Kim
    Inbum Jung
    [J]. Cluster Computing, 2012, 15 : 27 - 36
  • [3] Traffic-aware routing protocol for wireless sensor networks
    Park, Chongmyung
    Kim, Harksoo
    Jung, Inbum
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2012, 15 (01): : 27 - 36
  • [4] Efficient traffic-aware routing strategy on multilayer networks
    Hu, Yaqin
    Xu, Mingyue
    Tang, Ming
    Han, Dingding
    Liu, Ying
    [J]. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2021, 98
  • [5] Traffic-aware Data Placement for Online Social Networks
    Zhou, Jingya
    Fan, Jianxi
    Wang, Jin
    Jia, Juncheng
    [J]. 2015 THIRD INTERNATIONAL CONFERENCE ON ADVANCED CLOUD AND BIG DATA, 2015, : 125 - 132
  • [6] Joint Traffic and Obstacle-aware UAV Positioning Algorithm for Aerial Networks
    Shafafi, Kamran
    Coelho, Andre
    Campos, Rui
    Ricardo, Manuel
    [J]. 2023 IEEE 9TH WORLD FORUM ON INTERNET OF THINGS, WF-IOT, 2023,
  • [7] Towards an optimised traffic-aware routing in wireless mesh networks
    Houaidia, Chiraz
    Idoudi, Hanen
    Van den Bossche, Adrien
    Val, Thierry
    Saidane, Leila Azouz
    [J]. INTERNATIONAL JOURNAL OF SPACE-BASED AND SITUATED COMPUTING, 2014, 4 (3-4) : 217 - 232
  • [8] Traffic-Aware UAV Placement using a Generalizable Deep Reinforcement Learning Methodology
    Almeida, Eduardo Nuno
    Campos, Rui
    Ricardo, Manuel
    [J]. 2022 27TH IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (IEEE ISCC 2022), 2022,
  • [9] Traffic-aware gateway placement and queue management in flying networks
    Coelho, Andre
    Campos, Rui
    Ricardo, Manuel
    [J]. AD HOC NETWORKS, 2023, 138
  • [10] Joint Traffic-Aware Consolidated Middleboxes Selection and Routing in Distributed SDNs
    Liu, Guiyan
    Guo, Songtao
    Li, Baochun
    Chen, Chao
    [J]. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 18 (02): : 1415 - 1429