Reliability evaluation for wireless sensor network with clustering structure based on universal generating function

2017 ◽  
Vol 11 (1/2) ◽  
pp. 97
Author(s):  
Wei Su ◽  
Yanbo Ma ◽  
Hailin Zhang ◽  
Qiang Liu
Keyword(s):  
Wireless Sensor Network ◽  
Sensor Network ◽  
Generating Function ◽  
Reliability Evaluation ◽  
Wireless Sensor ◽  
Universal Generating Function

A new hierarchical belief-rule-based method for reliability evaluation of wireless sensor network

2018 ◽  
Vol 87 ◽  
pp. 33-51 ◽  
Author(s):  
Wei He ◽  
Guan-Yu Hu ◽  
Zhi-Jie Zhou ◽  
Pei-Li Qiao ◽  
Xiao-Xia Han ◽  
...  
Keyword(s):  
Wireless Sensor Network ◽  
Sensor Network ◽  
Reliability Evaluation ◽  
Wireless Sensor ◽  
Rule Based

scholarly journals A New Method for Reliability Evaluation of Wireless Sensor Networks Based on Fuzzy Neural Network

2018 ◽  
Vol 14 (10) ◽  
pp. 180
Author(s):  
Jianjun Xu
Keyword(s):  
Neural Network ◽  
Wireless Sensor Networks ◽  
Wireless Sensor Network ◽  
Sensor Network ◽  
Fuzzy Neural Network ◽  
Evaluation Model ◽  
Reliability Evaluation ◽  
Wireless Sensor ◽  
Performance Indexes ◽  
Fuzzy Neural

<span style="font-family: 'Times New Roman',serif; font-size: 10pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-language: DE; mso-ansi-language: EN-US; mso-bidi-language: AR-SA;">In this paper, a reliability evaluation model based on fuzzy neural network is proposed to evaluate the reliability of wireless sensor networks without a unified standard. Firstly, the reliability is analyzed from the point of view of topology structure, protocol stack structure and reliability mechanism of wireless sensor network, and the performance indexes that affect the reliability are extracted. Secondly, some performance indexes are screened out, and the standard value matrix of reliability evaluation for index fuzzy quantization is established. The sample data is generated by interpolation, and the reliability evaluation model based on fuzzy neural network is established. The neural network model takes the selected index values as input, and outputs are the reliability of the wireless sensor network. The simulation results show that the evaluation model is basically consistent with the actual situation, and it can evaluate the wireless sensor network from the system level.</span>

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