DocumentCode
2644669
Title
A Model of Smart Home Fusing Multi-intelligence
Author
Man, Jun-feng ; Yang, Lu-Ming ; Zhu, Wen-qiu ; Li, Qian-qian
Author_Institution
Coll. of Inf. Sci. & Technol., Central South Univ., Changsha
fYear
2008
fDate
15-17 Aug. 2008
Firstpage
56
Lastpage
59
Abstract
Effectively fusing the technologies of sense intelligence, emotion intelligence and communication intelligence, we design a new model of smart home. The system can implement unsupervised and continuous smart monitor for empty nest elder in terms of non obtrusive methods in home environment. It is a multi-agent system based on middleware, and implements the mechanism that both low level sensors and high level perceptual components are pluggable to the middleware architecture. 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 utilized 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.
Keywords
hidden Markov models; home automation; middleware; ontologies (artificial intelligence); communication intelligence; emotion intelligence; hierarchical hidden Markov model; knowledge representation; middleware; multi-intelligence fusing; ontologies; semantic abstracting; semantic layering; sense intelligence; smart home; Hidden Markov models; Intelligent sensors; Knowledge representation; Level control; Middleware; Monitoring; Multiagent systems; Multimedia systems; Ontologies; Smart homes; Abnormality Detection; Context-Aware; Multimedia Ontologies; Smart Home;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Hiding and Multimedia Signal Processing, 2008. IIHMSP '08 International Conference on
Conference_Location
Harbin
Print_ISBN
978-0-7695-3278-3
Type
conf
DOI
10.1109/IIH-MSP.2008.90
Filename
4604007
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