Title :
A hybrid BCI for enhanced control of a telepresence robot
Author :
Carlson, T. ; Tonin, Luca ; Perdikis, Serafeim ; Leeb, R. ; Del R Millan, Jose
Author_Institution :
Center for Neuroprosthetics, Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
Motor-disabled end users have successfully driven a telepresence robot in a complex environment using a Brain-Computer Interface (BCI). However, to facilitate the interaction aspect that underpins the notion of telepresence, users must be able to voluntarily and reliably stop the robot at any moment, not just drive from point to point. In this work, we propose to exploit the user´s residual muscular activity to provide a fast and reliable control channel, which can start/stop the telepresence robot at any moment. Our preliminary results show that not only does this hybrid approach increase the accuracy, but it also helps to reduce the workload and was the preferred control paradigm of all the participants.
Keywords :
brain-computer interfaces; electroencephalography; electromyography; medical robotics; medical signal processing; telerobotics; control paradigm; electroencephalography; electromyography; fast control channel; hybrid brain-computer interface; motor-disabled end users; reliable control channel; telepresence robot; user residual muscular activity; Electroencephalography; Electromyography; Mobile robots; Reliability; Robot sensing systems; Wheelchairs;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610196