DocumentCode :
3572902
Title :
Control of a humanoid robot via N200 potentials
Author :
Mengfan Li ; Wei Li ; Jing Zhao ; Qinghao Meng ; Genshe Chen
Author_Institution :
Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
fYear :
2014
Firstpage :
2395
Lastpage :
2400
Abstract :
In this paper, we present a N200 model for control of a humanoid robot with mind. N200 is a major component of the motion visual evoked potential (mVEP) which can be used to detect the subject´s intention. In order to acquire N200, we design a visual stimulus interface in which the activation of a stimulus is a bar scanning above the image of a humanoid robot behavior. By analyzing brain signals induced by this kind of stimulus and calculating some system indexes, the results of this study demonstrate that the designed interface can induce prominent N200 potentials, and another component P300 induced by this experiment can be considered as another characteristic of the feature vector to contribute to the classification. To our best knowledge, this paper would be the first report on an application of N200 model to control a humanoid robot with visual feedback in real time.
Keywords :
brain-computer interfaces; feedback; humanoid robots; medical signal processing; signal classification; telerobotics; visual evoked potentials; BCI; N200 model; N200 potentials; P300; brain computer interface; brain signals; classification; feature vector; humanoid robot behavior; motion visual evoked potential; visual feedback; visual stimulus interface; Accuracy; Feature extraction; Humanoid robots; Legged locomotion; Support vector machine classification; Visualization; N200; humanoid robot; mVEP; mind-controlled system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
Type :
conf
DOI :
10.1109/WCICA.2014.7053096
Filename :
7053096
Link To Document :
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