DocumentCode :
3255172
Title :
The architecture and key technologies of a BMI based telerobot system over Internet
Author :
Fu, Yunfa ; Xu, Baolei ; Pei, Lili ; Li, Hongyi
Author_Institution :
State Key Lab. of Robot. Shenyang Inst. of Autom., Chinese Acad. of Sci., Shenyang, China
Volume :
9
fYear :
2010
fDate :
16-18 Oct. 2010
Firstpage :
4159
Lastpage :
4165
Abstract :
In the study of Internet-based telerobot system, the aim is at human-machine integration and a BMI-based telerobot system over Internet is proposed using a new method of direct human-machine integration interface: brain-machine interface (BMI). The difference between this system and the traditional Internet-based telerobot system lies in that operators can directly control remote robots just by their thoughts. In traditional Internet-based telerobot system, operators control robots by joysticks which cannot directly integrate their intelligent system into robot system and also cannot meet the special application requirements of hand unfit teleoperation. To realize such a system, the key problems such as the optimal design of cognitive tasks fitting both operators and operating robots, the adaptive real-time online parameters optimization algorithm for feature extraction and classification, as well as the methods for overcoming the adverse impacts brought by network time-delay on the stability, telepresence, and transparency of the system are discussed in the study, which provides both methods and algorithms for further study.
Keywords :
Internet; brain-computer interfaces; optimisation; telerobotics; BMI based telerobot system; Internet; architecture technologies; brain machine interface; feature extraction; hand unfit teleoperation; human machine integration interface; intelligent system; key technologies; network time-delay; operator control robots; real-time online parameters optimization algorithm; Classification algorithms; Electroencephalography; Feature extraction; Internet; Robots; Support vector machines; Wavelet packets; BMI; Brain-machine interface; Internet-based telerobot; mobile robot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
Type :
conf
DOI :
10.1109/CISP.2010.5646705
Filename :
5646705
Link To Document :
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