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Energy Efficient Data Transmission for Sensors with Wireless Charging.
Xiaolin Fang1, Junzhou Luo2, Weiwei Wu3
1School of Computer Science and Engineering, Southeast University, Nanjing 211189, China. xiaolin@seu.edu.cn.
This study optimizes energy use in sensors with wireless charging, considering heat effects. Algorithms are developed for limited and extended charging periods, achieving near-optimal energy utilization for data transmission.
Area of Science:
- Wireless communication
- Energy harvesting
- Sensor networks
Background:
- Sensors require efficient energy management for data transmission.
- Periodic wireless charging presents unique challenges due to thermal effects.
- Optimizing energy utilization is crucial for prolonged sensor operation.
Purpose of the Study:
- To maximize energy utilization for data transmission in sensors with periodic wireless charging.
- To analyze the impact of thermal effects on energy efficiency.
- To develop algorithms for both limited and extended wireless charging scenarios.
Main Methods:
- Analysis of two distinct problem classes: limited and extended wireless charging periods.
- Development of algorithms to address each problem class.
- Derivation of performance bounds for the proposed algorithms.
Main Results:
- An algorithm for limited charging provides a performance bound of (1 - 1/2m)(OPT - E).
- An algorithm for extended charging achieves a performance bound of 2m/(2m-1)OPT + 1.
- Simulations validate the theoretical analysis of the algorithms.
Conclusions:
- The proposed algorithms effectively maximize sensor energy utilization under periodic wireless charging.
- Thermal effects are successfully integrated into the energy optimization framework.
- The study provides quantifiable performance bounds for practical sensor network applications.
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