Title :
The role of shared-control in BCI-based telepresence
Author :
Tonin, Luca ; Leeb, Robert ; Tavella, Michele ; Perdikis, Serafeim ; Millán, José Del R
Author_Institution :
Center for Neuroprosthetics, Ecole Polytecnique Fed. de Lausanne, Lausanne, Switzerland
Abstract :
This paper discusses and evaluates the role of shared control approach in a BCI-based telepresence framework. Driving a mobile device by using human brain signals might improve the quality of life of people suffering from severely physical disabilities. By means of a bidirectional audio/video connection to a robot, the BCI user is able to interact actively with relatives and friends located in different rooms. However, the control of robots through an uncertain channel as a BCI may be complicated and exhaustive. Shared control can facilitate the operation of brain-controlled telepresence robots, as demonstrated by the experimental results reported here. In fact, it allows all subjects to complete a rather complex task, driving the robot in a natural environment along a path with several targets and obstacles, in shorter times and with less number of mental commands.
Keywords :
brain-computer interfaces; human-robot interaction; medical robotics; mobile robots; telerobotics; BCI-based telepresence framework; bidirectional audio-video connection; brain-controlled telepresence robots; mobile robot; shared control approach; Artificial neural networks; Mobile robots; Brain-Computer Interface (BCI); EEG; Mobile robot; Shared control; Telepresence;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642338