Design of distributed WSNs fire remote monitoring system based on fuzzy algorithm

被引:2
|
作者
Li, Hao [1 ]
Yang, Jie [2 ]
机构
[1] Minjiang Univ, Coll Humanities, Fuzhou, Fujian, Peoples R China
[2] Wuhan Univ Technol, Sch Informat Engn, Wuhan, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuzzy algorithm; distributed WSNs; remote fire monitoring; C8051F060; fuzzy equivalent matrix;
D O I
10.3233/JIFS-189692
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The traditional distributed WSNs fire remote monitoring system has single monitoring variables and incomplete fire detection data, which leads to large monitoring error and long delay. A distributed WSNs fire remote monitoring system based on fuzzy algorithm is designed. The hardware part of the system consists of distributed WSNs fire remote monitor, air temperature and humidity parameters acquisition, LCD unit and system power supply unit. The remote fire monitor is designed by using microprocessor C8051F060, and the centralized monitoring of information is realized by using distributed WSNs. Based on this, the fuzzy algorithm is introduced to standardize the fire detection data, and the fuzzy similar matrix is established. According to the improved similarity coefficient, the matrix is solved, the fuzzy equivalent matrix is calculated, and the optimal threshold value of fuzzy monitoring is determined. The fuzzy language monitoring rules are set by using three fuzzy variables of current, temperature and smoke to complete the design of distributed WSNs fire remote monitoring system. The simulation results show that: compared with the traditional fire monitoring system, the system designed in this paper has higher throughput limit, shorter delay, and the accuracy rate of monitoring and alarm is higher than 95%. The experimental results show that the system has good generalization ability and is suitable for large-scale high-rise buildings and large-scale networks.
引用
收藏
页码:4319 / 4326
页数:8
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