DocumentCode :
3405750
Title :
An Intelligent Home Environment Inspecting Robot
Author :
Zhang, Ruijie ; He, Fujun ; Du, Zhijiang ; Sun, Lining
Author_Institution :
Daqing Pet. Inst., Daqing
fYear :
2007
fDate :
5-8 Aug. 2007
Firstpage :
1683
Lastpage :
1688
Abstract :
A robot that can inspect home environment and give necessary information in a way people can easily understand is important in the modern society. A three-wheeled mobile robot is designed, which is installed with several types of inspecting sensors and can cruise in home. It can not only give the general information such as the room temperature but also detect dangerous gas and fire, and give alarm through voice, short message and display on remote computer by wireless network. To meet the cognition of people about alarm degree the alarm is classified into 4 grades with a modal model based on Gauss distribution, and the fuzzy alarm is given finally. The possible fire alarm is also given in 4 grades, which is classified by a support vector machine according to the combination of temperature and gases signals. To provide sufficient and accurate information without bothering person an alarm strategy is proposed. The experiments show a good inspecting and alarming ability when the robot is near the dangerous source.
Keywords :
fuzzy set theory; home automation; mobile robots; service robots; support vector machines; Gauss distribution; autonomous robot; fire alarm; fuzzy alarm; intelligent home environment inspecting robot; support vector machine; three-wheeled mobile robot; Cognition; Computer displays; Computer networks; Fires; Gaussian distribution; Intelligent robots; Intelligent sensors; Mobile robots; Robot sensing systems; Temperature sensors; Autonomous robot; Home inspection; Humanization; Support vector machine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
Type :
conf
DOI :
10.1109/ICMA.2007.4303803
Filename :
4303803
Link To Document :
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