Title :
Control of a lower limb active prosthesis with eye movement sequences
Author :
Duvinage, Matthieu ; Castermans, Thierry ; Dutoit, Thierry
Author_Institution :
TCTS Lab., Univ. of Mons, Mons, Belgium
Abstract :
Current active leg prostheses do not integrate the most recent advances in Brain-Computer Interfaces (BCI) and bipedal robotics. Moreover, their actuators are seldom driven by the subject´s intention. In this paper, we propose an original and biologically-inspired leg prosthesis control scheme, which brings together these three aspects. It is composed of an EOG-based eye tracker and a Programmable Central Pattern Generator (PCPG). In a first step, specific sequences of eye movements executed by the user are identified by the eye tracking system. These sequences are then converted to high-level commands (such as accelerate, decelerate or stop) and sent to the prosthesis actuator control unit. In this unit, a PCPG is implemented, which is able to model human walk in a perfectly periodic way. One of the main interests of that tool is the possibility to modify the gait pattern to adapt to different walking speeds in a smooth way. Several results from previous studies are summarized and discussed in order to demonstrate the feasibility of such a system.
Keywords :
brain-computer interfaces; electro-oculography; legged locomotion; medical control systems; medical signal processing; prosthetics; EOG based eye tracker; active leg prostheses; biologically inspired leg prosthesis control scheme; bipedal robotics; brain computer interface; eye movement sequence; eye movements sequences; eye tracking system; gait pattern; lower limb active prosthesis; programmable central pattern generator; prosthesis actuator control unit; Electrodes; Electrooculography; Humans; Leg; Legged locomotion; Oscillators; Prosthetics; BNCI; Electrooculography; Eye tracker; Human locomotion; PCPG; Prosthesis;
Conference_Titel :
Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-9890-1
DOI :
10.1109/CCMB.2011.5952116