TY - GEN
T1 - A control and training system for rehabilitation devices
AU - Patterson, Patrick
AU - Sinzinger, Eric
PY - 2011
Y1 - 2011
N2 - A major shift in how electronic devices can be controlled is proposed. The proposed project, if successful, will allow the control of any electronic device (i.e. prosthetic limb, computer) by use of neural and minor muscular inputs. We are developing an adaptive algorithm capable of choosing a best set of signals/signal locations, on an individual basis, from the large number of possible combinations available as initial control solutions. As the user becomes more adept with controlling the device, this personalized adaptive algorithm will learn which control signals provide the most effective control. Similar to learning to walk, coordination of the various sensors will adapt, improving overall control.
AB - A major shift in how electronic devices can be controlled is proposed. The proposed project, if successful, will allow the control of any electronic device (i.e. prosthetic limb, computer) by use of neural and minor muscular inputs. We are developing an adaptive algorithm capable of choosing a best set of signals/signal locations, on an individual basis, from the large number of possible combinations available as initial control solutions. As the user becomes more adept with controlling the device, this personalized adaptive algorithm will learn which control signals provide the most effective control. Similar to learning to walk, coordination of the various sensors will adapt, improving overall control.
KW - Control algorithm
KW - Device control
KW - Rehabilitation
UR - http://www.scopus.com/inward/record.url?scp=84865066907&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84865066907
SN - 9789728939526
T3 - Proceedings of the IADIS International Conference Interfaces and Human Computer Interaction 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011
SP - 413
EP - 416
BT - Proceedings of the IADIS International Conference Interfaces and Human Computer Interaction 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011
T2 - IADIS International Conference Interfaces and Human Computer Interaction 2011, Part of the IADIS Multi Conference on Computer Science and Information Systems 2011, MCCSIS 2011
Y2 - 24 July 2011 through 26 July 2011
ER -