DocumentCode
663668
Title
An extensible architecture for robust multimodal human-robot communication
Author
Rossi, S. ; Leone, E. ; Fiore, Marco ; Finzi, Alberto ; Cutugno, Francesco
Author_Institution
Dept. of Electr. Eng. & Inf. Technol., Univ. of Naples Federico II, Naples, Italy
fYear
2013
fDate
3-7 Nov. 2013
Firstpage
2208
Lastpage
2213
Abstract
Human safety and effective human-robot communication are main concerns in HRI applications. In order to achieve such goals, a system should be very robust, allowing little chance for misunderstanding the user´s commands. Moreover, the system should permit natural interaction reducing the time and the effort needed to achieve tasks. The main purpose of this work is to develop a general framework for flexible and multimodal human-robot communication. The proposed architecture should be easy to modify and expand, adding or modifying input channels and changing the multimodal fusion strategies. In this paper, we introduce our general approach and provide a case study with two modalities (gesture and speech).
Keywords
human-robot interaction; extensible architecture; flexible human-robot communication; human safety; multimodal fusion strategies; robust multimodal human-robot communication; Engines; Feature extraction; Hidden Markov models; Service robots; Speech; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location
Tokyo
ISSN
2153-0858
Type
conf
DOI
10.1109/IROS.2013.6696665
Filename
6696665
Link To Document