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A Study on Wireless Charging for Prolonging the Lifetime of Wireless Sensor Networks
Weijian Tu1, Xianghua Xu2, Tingcong Ye3
1School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou 310018, China. 10924118@hdu.edu.cn.
This study optimizes wireless charging for sensor networks by considering both node energy and charging car distance. The proposed method maximizes network lifetime by intelligently planning the charging car's path and duration.
Area of Science:
- Wireless Sensor Networks
- Energy Harvesting
- Mobile Charging
Background:
- Wireless charging is crucial for extending the operational lifespan of wireless sensor networks (WSNs).
- Current charging strategies often rely on mobile chargers following fixed paths, neglecting key variables.
- Existing methods primarily focus on sensor node residual energy, overlooking the mobile charger's travel efficiency.
Purpose of the Study:
- To develop an optimized wireless charging strategy for WSNs.
- To integrate sensor node residual energy and mobile charger travel distance into charging strategy design.
- To enhance the overall network lifetime through efficient energy management.
Main Methods:
- Theoretical analysis of sensor network size constraints relative to charging car capacity.
- Utilizing network factors as weights for the Traveling Salesman Problem (TSP) to determine optimal charger paths.
- Employing linear programming to calculate individual sensor node charging times.
- Investigating the overall charging period for the network.
Main Results:
- The proposed strategy effectively balances sensor energy needs with charger travel efficiency.
- Optimized path planning significantly reduces redundant travel for the mobile charging car.
- The charging schedule is dynamically adjusted based on real-time network conditions.
- Experimental validation demonstrates a substantial increase in WSN lifetime.
Conclusions:
- The integrated approach of considering both node energy and travel distance leads to superior wireless charging strategies.
- This method offers a practical solution for prolonging the operational life of wireless sensor networks.
- The findings provide a foundation for more intelligent and efficient mobile charging systems in WSNs.
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