Title :
Fast operation of anatomical and stiff tendon neuromuscular models in EMG-driven modeling
Author :
Sartori, Massimo ; Lloyd, David G. ; Reggiani, Monica ; Pagello, Enrico
Author_Institution :
Dept. of Tech. & Manage., Univ. of Padova, Vicenza, Italy
Abstract :
The inclusion of robotic systems in physiotherapy allows developing new solutions for the rehabilitation and support of disabled people. Our research addresses the core problem for the advancement of such applications: the availability of a human machine interface offering intuitive control of robotic devices. In this paper we present an EMG-driven model of the human lower limb based on that previously developed by Lloyd et al. We then introduce a set of enhancements that allow reducing time and memory requirements and provide real-time performances for the control of a lower limb powered orthosis.
Keywords :
control engineering computing; electromyography; handicapped aids; human-robot interaction; medical robotics; neuromuscular stimulation; orthotics; patient rehabilitation; EMG-driven modeling; anatomical tendon; disabled people; human lower limb; human machine interface; intuitive control; lower limb powered orthosis; patient rehabilitation; physiotherapy; robotic devices; robotic systems; stiff tendon neuromuscular models; Biological system modeling; Costs; Humans; Muscles; Neuromuscular; Power system modeling; Rehabilitation robotics; Robotics and automation; Tendons; Torque;
Conference_Titel :
Robotics and Automation (ICRA), 2010 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4244-5038-1
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2010.5509932