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Trajectory Optimization of Laser-Charged UAVs for Charging Wireless Rechargeable Sensor Networks.
Ning Liu1,2, Chuanwen Luo1,2, Jia Cao1,2
1School of Information Science and Technology, Beijing Forestry University, Beijing 100083, China.
Sensors (Basel, Switzerland)
|December 11, 2022
Summary
This study introduces a laser-powered system for wirelessly charging sensors using an unmanned aerial vehicle (UAV). The optimized trajectory ensures sensors remain powered, minimizing UAV operational time.
Area of Science:
- Wireless Power Transfer (WPT)
- Robotics and Automation
- Sensor Networks
Background:
- Battery-limited sensors in wireless rechargeable sensor networks (WRSNs) require continuous energy replenishment.
- Existing WPT systems face challenges in efficiently powering distributed sensors.
- Unmanned Aerial Vehicles (UAVs) offer a flexible platform for mobile energy transmission.
Purpose of the Study:
- To develop an optimized trajectory for laser-charged UAVs to ensure sustainable energy supply for WRSNs.
- To cooperatively optimize UAV flight paths and mobile unmanned vehicle (MUV) travel plans.
- To minimize the total working time of the UAV while maintaining sensor energy above a critical threshold.
Main Methods:
- Formulated the trajectory optimization of laser-charged UAVs for charging WRSNs (TOLC) problem.
- Proved the NP-hard nature of the TOLC problem.
- Developed the weighted centered minimum coverage (WCMC) algorithm for sensor clustering and weighted center computation.
- Proposed the TOLC algorithm (TOLCA) integrating UAV flight trajectories, hovering points, and MUV travel plans.
Main Results:
- The proposed TOLCA algorithm effectively designs UAV flight trajectories and MUV travel plans.
- Optimized hovering points and times for both sensor charging and UAV self-recharging.
- Demonstrated the system's capability to maintain sensor energy above the required threshold.
- Verified the efficiency of the cooperative trajectory optimization strategy.
Conclusions:
- The laser-powered UAV-enabled WPT system provides a sustainable energy solution for WRSNs.
- Cooperative trajectory optimization significantly minimizes UAV working time.
- The proposed algorithms (WCMC and TOLCA) offer an effective approach for managing energy in WRSNs.
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