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Joint Mobile Data Collection and Wireless Energy Transfer in Wireless Rechargeable Sensor Networks
Ping Zhong1, Ya-Ting Li2, Wei-Rong Liu3
1School of Information Science and Engineering, Central South University, Changsha 410083, China. ping.zhong@csu.edu.cn.
Sensors (Basel, Switzerland)
|August 17, 2017
Summary
This study introduces a novel algorithm for wireless rechargeable sensor networks (WRSNs) using dual vehicles for efficient data collection and energy charging. The proposed method optimizes scheduling and data throughput for enhanced network performance.
Area of Science:
- Computer Science
- Electrical Engineering
- Network Engineering
Background:
- Wireless rechargeable sensor networks (WRSNs) face challenges in efficient data collection and energy management.
- The integration of mobile vehicles for charging and data gathering is a key strategy for WRSNs.
- Optimizing the scheduling and resource allocation for these mobile entities is crucial for network performance.
Purpose of the Study:
- To propose an efficient algorithm for scheduling dual-purpose vehicles (data collection vehicles (DCVs) and wireless charging vehicles (WCVs)) in large-scale WRSNs.
- To reduce data transmission delay and energy consumption for mobile data collectors.
- To maximize overall network data throughput.
Main Methods:
- A twice-partition algorithm based on center points for network division.
- An anchor selection algorithm (AS-NAE) balancing neighbor count and residual energy for zonal data collection.
- An optimization function to adjust node data and link rates for maximum throughput.
Main Results:
- The proposed twice-partition algorithm effectively divides large-scale WRSNs.
- The AS-NAE algorithm successfully reduces data transmission delay and DCV movement energy consumption.
- The optimization function enhances overall data throughput in the WRSN.
Conclusions:
- The developed algorithms provide an effective solution for efficient operation in WRSNs.
- The dual-vehicle approach, combined with optimized scheduling and data collection strategies, significantly improves network performance.
- Numerical simulations validate the effectiveness of the proposed methods in WRSNs.
Keywords:
adaptive anchor selection algorithmdata collectionnetwork partitionoptimization functionwireless chargingMore Related Videos
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