DocumentCode :
68305
Title :
Towards Independence: A BCI Telepresence Robot for People With Severe Motor Disabilities
Author :
Leeb, Robert ; Tonin, Luca ; Rohm, Martin ; Desideri, Lorenzo ; Carlson, Tom ; Millan, Jose Del R.
Author_Institution :
Center for Neuroprosthetics, Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Volume :
103
Issue :
6
fYear :
2015
fDate :
Jun-15
Firstpage :
969
Lastpage :
982
Abstract :
This paper presents an important step forward towards increasing the independence of people with severe motor disabilities, by using brain-computer interfaces to harness the power of the Internet of Things. We analyze the stability of brain signals as end-users with motor disabilities progress from performing simple standard on-screen training tasks to interacting with real devices in the real world. Furthermore, we demonstrate how the concept of shared control-which interprets the user´s commands in context-empowers users to perform rather complex tasks without a high workload. We present the results of nine end-users with motor disabilities who were able to complete navigation tasks with a telepresence robot successfully in a remote environment (in some cases in a different country) that they had never previously visited. Moreover, these end-users achieved similar levels of performance to a control group of 10 healthy users who were already familiar with the environment.
Keywords :
brain-computer interfaces; electroencephalography; handicapped aids; telerobotics; BCI telepresence robot; Internet of Things; brain signal stability analysis; brain-computer interfaces; complex tasks; control group; healthy users; motor disabilities; navigation tasks; performance levels; real device interaction; remote environment; severe motor disabled people; shared control; standard on-screen training tasks; user commands; user workload; Brain-computer interfaces; Computer interfaces; Electroencephalography; Medical robots; Mobile robots; Performance evaluation; Robot sensing systems; Wheelchairs; Application control; brain–computer interface (BCI); brain???computer interface (BCI); electroencephalogram (EEG); end-users with motor disabilities; motor imagery; robotic device; shared control; telepresence;
fLanguage :
English
Journal_Title :
Proceedings of the IEEE
Publisher :
ieee
ISSN :
0018-9219
Type :
jour
DOI :
10.1109/JPROC.2015.2419736
Filename :
7109829
Link To Document :
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