JOURNAL ARTICLE

UAV-enabled Wireless Powered Communication Networks: A Joint Scheduling and Trajectory Optimization Approach

Ziwen AnYanheng LiuGeng SunHongyang PanAimin Wang

Year: 2022 Journal:   2022 IEEE Symposium on Computers and Communications (ISCC) Pages: 1-7

Abstract

Unmanned aerial vehicle (UAV)-enabled wireless powered communication networks (WPCN) are promising technologies in Internet of Things (IoTs). However, energy-constrained devices and connectivity in complex environments are two major challenges for IoTs. We consider a UAV-enabled WPCN scenario that a UAV can connect with the ground IoT devices (IoTDs). To connect and fly faster, UAV needs to be scheduled reasonably and the corresponding trajectory should be optimized. Thus, we formulate a UAV scheduling and trajectory optimization problem (USTOP) to minimize the total time so that improving the charging and transmission efficiency. Since conventional methods are difficult to solve USTOP, we propose an improved simulated annealing (ISA) with the variable size changing mechanism, the conflict resolution mechanism and the hybrid evolution method to solve it. Simulation results verify the effectiveness and performance of ISA under different scales of the network, and the stability of the proposed algorithm is verified.

Keywords:
Computer science Wireless Scheduling (production processes) Trajectory optimization Real-time computing Trajectory Simulated annealing Wireless network Optimization problem Internet of Things Distributed computing Computer network Embedded system Mathematical optimization Telecommunications Algorithm

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Citation History

Topics

UAV Applications and Optimization
Physical Sciences →  Engineering →  Aerospace Engineering
Energy Harvesting in Wireless Networks
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Distributed Control Multi-Agent Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
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