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