DocumentCode
2551125
Title
A novel human-robot interaction system based on HMM
Author
Li, Zongwei ; Sun, Lei
Author_Institution
Sch. of Inf. Technol. Sci., Nankai Univ., Tianjin, China
fYear
2011
fDate
21-25 June 2011
Firstpage
457
Lastpage
461
Abstract
A novel human-machine interaction system based on hidden Markov model (HMM) is proposed to resolve human motion in this paper. Aiming at the complexity and exclusivity limitation of traditional robot Human Machine Interface (HMI), a kind of portable and universal device, such as smart phone, is chosen as the HMI. Smart phone´s internal accelerator and HMM are utilized to obtain people´s motion information and to transform the user intention to robot instructions. The latest 3G technology and advanced interaction method of smart phone are used to develop a friendly human-machine interaction system which is portable, universal, flexible and without limitation of distance. The experiment shows that the system introduced in this paper can realize a friendly, portable and universal robot control.
Keywords
hidden Markov models; human-robot interaction; mobile handsets; path planning; service robots; 3G technology; HMM; advanced interaction method; hidden Markov model; human machine interface; human motion; human-robot interaction; robot control; robot instructions; smart phone; user intention; Hidden Markov models; Internet; Man machine systems; Robot kinematics; Service robots; Smart phones; Human-machine interaction system; Portable and universal; Resolution of human motion; Smart phone;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2011 9th World Congress on
Conference_Location
Taipei
Print_ISBN
978-1-61284-698-9
Type
conf
DOI
10.1109/WCICA.2011.5970556
Filename
5970556
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