Enabling Wireless-Powered IoT Through Incentive-Based UAV Swarm Orchestration

被引:6
作者
Mekikis, Prodromos-Vasileios [1 ,2 ]
Bouzinis, Pavlos S. [1 ]
Mitsiou, Nikos A. [1 ]
Tegos, Sotiris A. [1 ]
Tyrovolas, Dimitrios [1 ,3 ]
Papanikolaou, Vasilis K. [4 ]
Karagiannidis, George K. [1 ,5 ]
机构
[1] Aristotle Univ Thessaloniki, Dept Elect & Comp Engn, Wireless Commun & Informat Proc Grp, Thessaloniki 54124, Greece
[2] Hilti Corp, Corp Res & Technol CR&T, FL-9494 Schaan, Liechtenstein
[3] Tech Univ Crete, Dept Elect & Comp Engn, Khania 73100, Greece
[4] Friedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun, D-91054 Erlangen, Germany
[5] Lebanese Amer Univ, Artificial Intelligence & Cyber Syst Res Ctr, Beirut 11022801, Lebanon
来源
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY | 2023年 / 4卷
关键词
Autonomous aerial vehicles; Batteries; Sensors; Internet of Things; Optimization; Games; Resource management; with externalities; charging stations; wireless power transfer; NETWORKS; DESIGN;
D O I
10.1109/OJCOMS.2023.3323031
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The rapidly growing demand for vast numbers of Internet of Things (IoT), in both urban and rural areas, necessitates their ceaseless and automatic energy supply. This is particularly vital in cases where the IoT sensors are deployed in distant or dangerous locations outside human reach. In this direction, unmanned aerial vehicles (UAVs) with wireless power transfer (WPT) capabilities can address this issue, due to their flexible deployment. To this end, we devise an architecture in which a UAV swarm covers the energy demand of an IoT network, while concurrently, the UAVs fulfil their energy needs through a charging station (CS) infrastructure. A practical energy model is considered, which takes into account the UAVs' battery level, energy consumption due to transition to different locations, hovering, and WPT. Also, to capture the UAV-CS interaction, an economic model is introduced. The UAVs aim to maximize their profit by transferring energy to the IoT, while the CSs aim to maximize their profit by recharging the UAVs. To ensure a profit-wise stable CS-UAV association, while providing energy coverage to the IoT, we formulate a many-to-one matching game. Due to inter-dependencies between UAVs' utilities, i.e., externalities, a matching algorithm with two-sided exchange-stability is proposed. To further evaluate the considered system, we design an optimization scheme which performs the UAV-CS assignment towards maximizing the energy coverage of the IDs. Numerical results showcase the matching algorithm's ability to provide near-optimal energy coverage to the IDs, while balancing fairness among the competing agents' profit, compared to the optimization scheme.
引用
收藏
页码:2548 / 2560
页数:13
相关论文
共 36 条
[1]  
[Anonymous], 2022, Ericsson mobility report
[2]   Reinforcement Learning for Energy-Efficient Trajectory Design of UAVs [J].
Arani, Atefeh Hajijamali ;
Azari, M. Mahdi ;
Hu, Peng ;
Zhu, Yeying ;
Yanikomeroglu, Halim ;
Safavi-Naeini, Safieddin .
IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (11) :9060-9070
[3]   UAV-to-Ground Communications: Channel Modeling and UAV Selection [J].
Bithas, Petros S. ;
Nikolaidis, Viktor ;
Kanatas, Athanasios G. ;
Karagiannidis, George K. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (08) :5135-5144
[4]  
Bodine-Baron E, 2011, LECT NOTES COMPUT SC, V6982, P117, DOI 10.1007/978-3-642-24829-0_12
[5]  
Boyd SP., 2004, Convex Optimization, DOI [10.1017/CBO9780511804441, DOI 10.1017/CBO9780511804441]
[6]   Fundamentals of Wireless Information and Power Transfer: From RF Energy Harvester Models to Signal and System Designs [J].
Clerckx, Bruno ;
Zhang, Rui ;
Schober, Robert ;
Ng, Derrick Wing Kwan ;
Kim, Dong In ;
Poor, H. Vincent .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2019, 37 (01) :4-33
[7]   COLLEGE ADMISSIONS AND STABILITY OF MARRIAGE [J].
GALE, D ;
SHAPLEY, LS .
AMERICAN MATHEMATICAL MONTHLY, 1962, 69 (01) :9-&
[8]  
Griffin B, 2012, IEEE INT CONF ROBOT, P2660, DOI 10.1109/ICRA.2012.6225205
[9]   A Distributed Framework for Energy Trading Between UAVs and Charging Stations for Critical Applications [J].
Hassija, Vikas ;
Chamola, Vinay ;
Krishna, Dara Nanda Gopala ;
Guizani, Mohsen .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (05) :5391-5402
[10]  
He XK, 2017, IEEE WIREL POWER TRA