Title :
The design of intelligent monitor and control system of aquaculture based on wireless sensor networks
Author :
Hua, Minggong ; Zhao, De-An ; Xia, Wu ; Zhu, Yi ; Liu, Xingqiao
Author_Institution :
Sch. of Electr. & Inf., Jiangsu Univ., Zhenjiang, China
Abstract :
A intelligent monitor and control system on multi-factor of aquaculture environment based on wireless sensor networks is designed adopting BP neural networks. The system uses wireless sensor nodes to detect a variety of water quality parameters transmitted to the on-site monitoring host computer through sink node wirelessly. The control module consists of fuzzy controller and decoupling neural network without the need of environmental model identification. Remote monitoring and control computer using GPRS wireless communication technology allows remote data collection and monitoring of aquaculture to achieve intelligent control and information sharing.
Keywords :
aquaculture; backpropagation; computerised monitoring; fuzzy control; intelligent control; neural nets; water quality; wireless sensor networks; BP neural network; GPRS wireless communication technology; aquaculture environment; decoupling neural network; fuzzy controller; information sharing; intelligent control system; intelligent monitor system; remote data collection; remote monitoring; water quality; wireless sensor network; wireless sensor node; Artificial neural networks; Monitoring; Niobium; Robustness; Aquaculture; Intelligent Control; Neural Networks; Wireless Sensor Networks;
Conference_Titel :
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5537-9
DOI :
10.1109/ICCSIT.2010.5564771