An intelligent irrigation system based on wireless sensor network and fuzzy control

被引:21
|
作者
机构
[1] Agricultural University of Hebei, College of Mechanical and Electrical Engineering, Baoding
[2] China Agricultural University, College of Information and Electrical Engineering, Beijing
来源
| 1600年 / Academy Publisher卷 / 08期
关键词
Fuzzy control strategy; Sensor; Water-saving irrigation; Wireless sensor network;
D O I
10.4304/jnw.8.5.1080-1087
中图分类号
学科分类号
摘要
In order to resolve the problems which include loss of soil fertility and waste of water resource in agriculture production, we design an intelligent irrigation system based on wireless sensor networks and fuzzy control. The system mainly consists of wireless sensor networks and the monitoring center. All of the nodes in Monitoring area use solar power, collect the information of soil moisture, together with the growth information of different crops in different periods. Soil moisture content deviation and the rate of change of deviation are taken as input variables of fuzzy controller, and the fuzzy control regular database is established for the fuzzy irrigation control system. The monitoring center receives the data transmission from wireless sensor network node, and output information of irrigation water demands to the relay via a wireless sensor network to control opening and closing time of the valve in crop areas. The experimental results show that the system has a stable and reliable data transmission, which achieve real-time monitoring of soil on crop growth, give a right amount of irrigation based on crops growth information, which has broad application prospects. © 2013 ACADEMY PUBLISHER.
引用
收藏
页码:1080 / 1087
页数:7
相关论文
共 50 条
  • [1] Design of Agriculture Intelligent Irrigation System based on Wireless Sensor Network
    Han, Yu
    Lu, Guangda
    Guo, Tinghang
    Qie, Tongtong
    Zhang, Qiuyue
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 3230 - 3233
  • [2] A Water-saving Irrigation System Based on Fuzzy Control Technology and Wireless Sensor Network
    Peng Xiaohong
    Mo Zhi
    Xiao Laisheng
    Liu Guodong
    2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 5504 - +
  • [3] An Intelligent Remote Control System Based on a Wireless Sensor Network
    Wei Kaibin
    INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2016, 12 (02) : 51 - 54
  • [4] Intelligent Community Intrusion Detection System Based on Wireless Sensor Network and Fuzzy Neural Network
    Tian, Jingwen
    Gao, Meijuan
    2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL III, 2009, : 102 - 105
  • [5] A FIELD IRRIGATION SYSTEM BASED ON WIRELESS SENSOR NETWORK
    Li Yunpeng
    2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 3, 2012, : 87 - 91
  • [6] Bidirectional communication and control system of intelligent water-saving irrigation in litchi orchard based on wireless sensor network
    Xie, Jiaxing
    Yu, Guoxiong
    Wang, Weixing
    Lu, Huazhong
    Lin, Jinbin
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2015, 31 : 124 - 130
  • [7] Design of Greenhouse Wireless Sensor Network Control System Based on Fuzzy Neural Network
    Zhang Rongbiao
    Wang Lihong
    Huang Xianlin
    Guo Jingjing
    FUNCTIONAL MANUFACTURING TECHNOLOGIES AND CEEUSRO II, 2011, 464 : 318 - 321
  • [8] Wireless sensor network with irrigation valve control
    Coates, Robert W.
    Delwiche, Michael J.
    Broad, Alan
    Holler, Mark
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2013, 96 : 13 - 22
  • [9] Research on Intelligent Home System based on Wireless Sensor Network
    Zhang, Xiaodong
    Ji, Wenshuai
    PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS (MEITA 2016), 2017, 107 : 381 - 384
  • [10] Rank Control System for Traffic Artery Based on Wireless Sensor and Fuzzy Neural Network
    Peng, Xiaohong
    Mo, Zhi
    Xiao, Laisheng
    Liao, Riyao
    COMPUTER SCIENCE FOR ENVIRONMENTAL ENGINEERING AND ECOINFORMATICS, PT 1, 2011, 158 : 438 - +