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
相关论文
共 50 条
  • [41] A New Agriculture Monitoring System Based on WSNs
    Chang, Hui
    Zhou, Nan
    Zhao, Xiaoguang
    Cao, Qimin
    Tan, Min
    Zhang, Yongbei
    [J]. 2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 1755 - 1760
  • [42] Intelligent Fire Warning System Based on Fuzzy Extension Constraint Algorithm
    Peng, Zhao
    [J]. 2014 Fifth International Conference on Intelligent Systems Design and Engineering Applications (ISDEA), 2014, : 578 - 581
  • [43] Design of Constant Temperature Boiler System with Fuzzy Control and Remote Monitoring Function
    Jiang, Chunli
    Li, Zhenglin
    Zhou, Yang
    Qin, Xiaohu
    Zhao, Zeshuang
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION PROBLEM-SOLVING (ICCP), 2015, : 38 - 42
  • [44] Distributed Remote Temperature Monitoring and Acquisition System Based on CAN Bus
    Zhu Qishen
    Zhu Dongmei
    Su Xunwen
    [J]. 2010 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE, 2010, : 372 - +
  • [45] Human Activity Monitoring System Based on WSNs
    Sriwan, Jakkrit
    Suntiamorntut, Wannarat
    [J]. PROCEEDINGS OF THE 2015 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER SCIENCE AND SOFTWARE ENGINEERING (JCSSE), 2015, : 247 - 250
  • [46] A Distributed Node Localization Algorithm for WSNs Based on the Newton Method
    Zhang, Qingguo
    Wang, Jinghua
    Jin, Cong
    [J]. 2011 7TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM), 2011,
  • [47] Coal Mine Ventilator Remote Monitoring System Based on the Fuzzy Control
    Wang, Liang
    Wang, Yuanjun
    Pei, Jitian
    [J]. PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON COMMUNICATION, ELECTRONICS AND AUTOMATION ENGINEERING, 2013, 181 : 181 - +
  • [48] A New Trusted Monitoring Algorithm to IA Based Distributed System
    Liang, Shao
    Fang, Wu
    [J]. INTELLIGENCE COMPUTATION AND EVOLUTIONARY COMPUTATION, 2013, 180 : 1071 - 1079
  • [49] Distributed Spectrum Monitoring System Based on RSSI Optimization Algorithm
    Chen, Zhenjia
    Zhang, Yonghui
    [J]. 2017 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM - FALL (PIERS - FALL), 2017, : 2350 - 2355
  • [50] Research on the Application of Web GIS in the Design of the Remote Monitoring System for Urban Fire Protection
    Zhao Yang
    [J]. PROCEEDINGS OF 2011 INTERNATIONAL SYMPOSIUM - GEOSPATIAL INFORMATION TECHNOLOGY & DISASTER PREVENTION AND REDUCTION, 2011, : 134 - 138