Title :
Multisensors realtime data fusion optimization for IOT systems
Author :
Wen-Tsai Sung ; Jui-Ho Chen ; Da-Chiun Huang ; Yi-Hao Ju
Author_Institution :
Dept. of Electr. Eng., Nat. Chin-Yi Univ. of Technol., Taichung, Taiwan
Abstract :
This study proposed an IoT (Internet of Things) system for the monitoring and control of the aquaculture platform. The proposed system is network surveillance combined with mobile devices and a remote platform to collect real-time farm environmental information. The real-time data is captured and displayed via ZigBee wireless transmission signal transmitter to remote computer terminals. This study permits real-time observation and control of aquaculture platform with dissolved oxygen sensors, temperature sensing elements using A/D and microcontrollers signal conversion. The proposed system will use municipal electricity coupled with a battery power source to provide power with battery intervention if municipal power is interrupted. This study is to make the best fusion value of multi-odometer measurement data for optimization via the maximum likelihood estimation (MLE).Finally, this paper have good efficient and precise computing in the experimental results.
Keywords :
Internet of Things; Zigbee; aquaculture; distance measurement; maximum likelihood estimation; microcontrollers; mobile computing; mobile handsets; optimisation; sensor fusion; A/D conversion; IOT system; Internet of Things system; MLE; ZigBee wireless transmission signal transmitter; aquaculture platform control; aquaculture platform monitoring; battery power source; dissolved oxygen sensors; maximum likelihood estimation; microcontroller signal conversion; mobile devices; multiodometer measurement data; multisensor realtime data fusion optimization; municipal electricity; network surveillance; real-time data; real-time farm environmental information; real-time observation; remote computer terminals; remote platform; temperature sensing elements; Aquaculture; Marine animals; Temperature sensors; Wireless communication; Wireless sensor networks; Zigbee; IOT; Wireless transmission; ZigBee; aquaculture platform;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974269