DocumentCode :
2225425
Title :
Research on the model and key technologies of empty nest elder smart monitoring system
Author :
Man, Jun-feng ; Zhi-Hui Wu ; Zhu, Wen-qiu ; Xu, Guo-wen
Author_Institution :
Coll. of Comput. & Commun., Hunan Univ. of Technol., Zhuzhou
fYear :
2008
fDate :
July 31 2008-Aug. 1 2008
Firstpage :
385
Lastpage :
390
Abstract :
A new model of smart monitoring system for empty nest elder is designed and implemented by effectively fusing three kinds of intelligence - sense intelligence, emotion intelligence and communication intelligence. It is a multi-agent system based on middleware, adopts the mechanism that various high-level perceptual components may be plugged into the middleware architecture, and implements unsupervised and continuous smart monitor for empty nest elder in terms of non obtrusive way in home environment. Being convenient for knowledge representation and reasoning during the course of context-aware, the approach of semantic-layering and semantic-abstracting step by step is adopted to design a set of new multimedia ontologies for bridging perceivable media world and high-level conceptual world. Hierarchical hidden Markov model is used to identify abnormal behaviors of occupants. At last, an experiment for detecting behaviors abnormality of occupant is finished to testify the feasibility of above model and key technologies.
Keywords :
geriatrics; hidden Markov models; inference mechanisms; knowledge representation; middleware; multi-agent systems; multimedia computing; ontologies (artificial intelligence); patient monitoring; ubiquitous computing; communication intelligence; context-aware; emotion intelligence; empty nest elder smart monitoring system; hierarchical hidden Markov model; knowledge representation; middleware; multi-agent system; multimedia ontologies; reasoning; semantic-abstracting; semantic-layering; sense intelligence; Computerized monitoring; Educational institutions; Hidden Markov models; Intelligent sensors; Middleware; Multimedia systems; Ontologies; Sections; Sensor systems; Temperature sensors; Abnormality Detection; Context-Aware; Empty Nest Elder; Multimedia Ontologies; Smart Monitor System;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ubi-Media Computing, 2008 First IEEE International Conference on
Conference_Location :
Lanzhou
Print_ISBN :
978-1-4244-1865-7
Electronic_ISBN :
978-1-4244-1866-4
Type :
conf
DOI :
10.1109/UMEDIA.2008.4570922
Filename :
4570922
Link To Document :
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