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논문검색

Research on an Improved Wireless Sensor Networks Effective Coverage Method

초록

영어

An improved wireless sensor networks effective coverage method based on differential evolution algorithm is proposed in this paper, which using quadratic interpolation method to improve the algorithm performance to further optimize the effective coverage of wireless sensor network nodes. Simulation results show that, compared to DE algorithm, the new algorithm can improve local search capabilities, reduce the computational cost of the algorithm, accelerate standards DE convergence, improve the accuracy of solution, and has some reference value for optimization application of wireless sensor network.

목차

Abstract
 1. Introduction
 2. Problem Description
 3. WSN Nodes Distribution Optimization Algorithm based on Differential Evolution
  3.1. Differential Evolution Algorithm
  3.2. DE Algorithm Improvements
 4. Hybrid Differential Evolution Improved Algorithm Steps Based on Quadratic Interpolation
 5. Simulation and Analysis
  5.1. Parameters Setting
  5.2. Simulation Analysis
 6. Conclusion
 References

저자정보

  • Wenli Lei School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China / School of Physics and Electronic Information, Yan’an University, Yan’an china
  • Fubao Wang School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China

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