Earticle

초록

영어

Sensor technology has been used in water environment, which comes into being a water environment wireless sensor monitoring network. Monitoring data in the network slowly change, so we propose a geographical energy-efficient multi-hop clustering fusion routing algorithm based on multilayer perceptron (MLP-GEEMHCFR) in this paper to reduce transmittingdata and save the network energy.The algorithm is implemented by initialization phase, stabilization phase and data fusion phase. A multilayer perceptron (MLP) neuronal function model is designed in the data fusion stage using the MLP, and effect of neuron thresholds on the algorithm fusion efficiency is analyzed in detail. The simulation results show that the performance of the MLP-GEEMHCFR is better than a geographical energy-efficient multi-hop clustering routing (GEEMHCR) algorithm without fusion. The data fusion efficiency increases with the neuron threshold.But when the neuron threshold is up to 1 or more, the increasing trend becomesslowly.

목차

Abstract
 1. Introduction 
 2. The GEEMHCR Algorithm
  2.1. Initialization Phase
  1.2. Stabilization Phase
 2. The MLP-GEEMHCFR Algorithm
  2.1. The Algorithm Design
  2.2. Design of the Neuronal Function Model
  2.3. Performance Analysis
 3. Simulation and Analysis
  3.1. Analysis of Performance
  3.2. The Effect of Main Parameters on the MLP-GEEMHCFR Algorithm
 4. Conclusions
 Acknowledgments
 References

키워드

저자

• Zhi-Gui Lin [ School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, China, Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin Polytechinc University, Tianjin, China ]
• Feng-Ru Wang [ School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, China, Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin Polytechinc University, Tianjin, China ]
• Ying-Ping Liu [ School of Mechanical Engineering, Tianjin Polytechnic University, Tianjin, China, Tianjin City Key Lab of Modem Mechatronics Equipment Technology, Tianjin, Polytechnic University, Tianjin, China ]
• Xu-Lei An [ School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, China, Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin Polytechinc University, Tianjin, China ]
• Cai-Xia Zhang [ School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin, China, Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin Polytechinc University, Tianjin, China ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Control and Automation

• 간기

  월간

• pISSN

  2005-4297

• 수록기간

  2008~2016

• 십진분류

  KDC 505 DDC 605