Abstract
This paper considers an unmanned aerial vehicle (UAV)-enabled wireless power transfer (WPT) system, in which a UAV hovers in a given flying altitude to transfer energy to more than two energy receivers (ERs) on the ground. We consider to maximize the sum energy and weighted sum energy of ERs by UAV placement optimization. As the sum energy and weighted sum energy maximization problem are sum of ratio problems, which are generally NP-hard. It is difficult to give the optimal location of the UAV for those two problems. To tackle those problems, we adopt a novel quadratic transform technique to transfer to an equivalent problem. Based on the equivalent problem, we propose an iterative coordination update algorithm in a closed-form expression, which can converge to the stationary point of the sum energy maximization problem or even the global optimal solution under a sufficient condition of the flight altitude. Simulation results show that the proposed algorithm can achieve nearly the same weighted sum energy for ERs and reduces more than 90% complexity compared to the two-dimensional (2D) exhaustive search method.
This work was partially supported by the National Natural Science Foundation of P.R. China(No.61701064), Basic Research and Frontier Exploration Project of Chongqing(cstc2019jcyj-msxmX0264).
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References
Niyato, D., Kim, D.I., Maso, M., Han, Z.: Wireless powered communication networks: research directions and technological approaches. IEEE Wirel. Commun. 24(6), 88–97 (2017)
Zhai, C., Li, Y., Qiao, L.: Wireless power transfer based adaptive relaying with energy accumulation. IEEE Trans. Veh. Technol. 69, 11014–11027 (2020)
Chen, J., Ghannam, R., Imran, M., Heidari, H.: Wireless power transfer for 3D printed unmanned aerial vehicle (UAV) systems. In: 2018 IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics (PrimeAsia), pp. 72–76 (2018)
Jiang, M., Li, Y., Zhang, Q., Qin, J.: Joint position and time allocation optimization of UAV enabled time allocation optimization networks. IEEE Trans. Commun. 67(5), 3806–3816 (2019)
Huang, F., et al.: UAV-assisted SWIPT in internet of things with power splitting: trajectory design and power allocation. IEEE Access 7, 68260–68270 (2019)
Du, Y., Yang, K., Wang, K., Zhang, G., Zhao, Y., Chen, D.: Joint resources and workflow scheduling in UAV-enabled wirelessly-powered MEC for IoT systems. IEEE Trans. Veh. Technol. 68(10), 10187–10200 (2019)
Xu, J., Zeng, Y., Zhang, R.: UAV-enabled wireless power transfer: trajectory design and energy region characterization. In: 2017 IEEE Globecom Workshops (GC Wkshps), pp. 1–7(2017)
Xu, J., Zeng, Y., Zhang, R.: UAV-enabled wireless power transfer: trajectory design and energy optimization. IEEE Trans. Wirel. Commun. 17(8), 5092–5106 (2018)
Xie, L., Xu, J.: Cooperative trajectory design and resource allocation for a two-UAV two-user wireless powered communication system. In: 2018 IEEE International Conference on Communication Systems (ICCS), pp. 7–12 (2018)
Xie, L., Xu, J., Zhang, R.: Throughput maximization for UAV-enabled wireless powered communication networks. IEEE Internet Things J. 6(2), 1690–1703 (2019)
Freund, R.W., Jarre, F.: Solving the sum-of-ratios problem by an interior-point method. J. Global Optim. 19(1), 83–102 (2001)
Wang, Z., Xiao, W., Wan, X., Fan, Z.: Price-based power control algorithm in cognitive radio networks via branch and bound. IEICE Trans. Inf. Syst. 102(3), 505–511 (2019)
Groppen, V.O.: Experimental verification of efficiency of some composite algorithms. In: 2018 International Conference on Applied Mathematics and Computational Science (ICAMCS.NET), Budapest, Hungary, pp. 43–435 (2018)
Shen, K., Yu, W.: Fractional programming for communication systems-part I: power control and beamforming. IEEE Trans. Sig. Process. 66(10), 2616–2630 (2018)
Zhan, C., Zeng, Y., Zhang, R.: Energy-efficient data collection in UAV enabled wireless sensor network. IEEE Wirel. Commun. Lett. 7(3), 328–331 (2018)
Boudaoui, A., Laksaci, N.: Some fixed-point theorems for block operator matrix. In: 2020 2nd International Conference on Mathematics and Information Technology (ICMIT), Adrar, Algeria, pp. 80–85 (2020)
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Wang, Z., Liu, Y., Zhang, H., Wan, X., Fan, Z. (2021). Placement Optimization for UAV-Enabled Wireless Power Transfer System. In: Gao, H., Fan, P., Wun, J., Xiaoping, X., Yu, J., Wang, Y. (eds) Communications and Networking. ChinaCom 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 352. Springer, Cham. https://doi.org/10.1007/978-3-030-67720-6_5
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DOI: https://doi.org/10.1007/978-3-030-67720-6_5
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