Title :
Design of remote home environment monitoring and health care monitoring system based on data confusion
Author :
Yi Zhang ; Peng Xiong ; Yuan Luo ; Lin Li
Author_Institution :
Res. Center of Intell. Syst. & Robot., Chongqing Univ. of Posts & Telecommun., Chongqing, China
Abstract :
Base on the ZigBee technology, a wireless sensor networks for remote home environment monitoring and health care monitoring was built in this paper, and the applications of data fusion algorithms in system of front & back end data processing were deeply discussed. The experiment is proved that the applications of data fusion algorithm, which is a combination of Bayesian estimation and fuzzy reasoning, could effectively reduced the network information redundancy and Internet delay of wireless sensor networks. It is also improved the accuracy and reliability of data and the network lifetime of this system.
Keywords :
Zigbee; belief networks; fuzzy reasoning; health care; home computing; sensor fusion; wireless sensor networks; Bayesian estimation; Internet delay; ZigBee technology; back end data processing; data confusion; data fusion algorithms; fuzzy reasoning; health care monitoring system; network information redundancy; remote home environment monitoring; wireless sensor networks; Accuracy; Fuzzy reasoning; Monitoring; Redundancy; Wireless sensor networks; Zigbee; ZigBee; data fusion; environmental monitoring; health care; remote monitoring;
Conference_Titel :
Automation and Logistics (ICAL), 2011 IEEE International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4577-0301-0
Electronic_ISBN :
2161-8151
DOI :
10.1109/ICAL.2011.6024680