DocumentCode :
2744791
Title :
Integration of an Intelligent Decision Support System and a Robotic Haptic Device for Eye-Hand Coordination Therapy
Author :
Pernalete, N. ; Gottipati, R. ; Grantner, J. ; Edwards, S. ; Janiak, D. ; Haskin, J. ; Dubey, R.V.
Author_Institution :
California State Polytech. Univ., Pomona
fYear :
2007
fDate :
13-15 June 2007
Firstpage :
283
Lastpage :
291
Abstract :
This paper is the continuation of a work presented at ICORR 05, in which the results of single-subjects studied suggested that the haptic robotic therapy proposed improved eye-hand coordination in children diagnosed with this problem, using a robotic mapping from a haptic user interface to a virtual environment. This paper presents the integration of the aforementioned system with an intelligent decision support system (IDSS) based on fuzzy-logic. Our goal is to develop an assessment and training procedure that will result in improving handwriting taking the advantage of the force feedback provided by the haptic device and the intelligence provided by the IDSS. We also incorporate the inertia and viscosity effects to decrease the tremor in the hand as well as to stimulate the muscles involved in the task of holding a pencil (known as facilitation technique in the Occupational Therapy field). The IDSS is based upon a fuzzy automaton. By using qualitative (fuzzified) data from the previous tests executed by the subject, the system will make a decision on the complexity of the next test to be performed. It is expected that this automated system will reduce the burden and the associated cost of having a trained professional present in all assessment/training sessions.
Keywords :
decision support systems; eye; fuzzy logic; handicapped aids; haptic interfaces; medical robotics; eye-hand coordination therapy; fuzzy automation; fuzzy-logic; hand; handwriting; haptic robotic therapy; haptic user interface; inertia effects; intelligent decision support system; muscles; occupational therapy field; robotic mapping; viscosity effects; Decision support systems; Force feedback; Haptic interfaces; Intelligent robots; Intelligent systems; Medical treatment; Robot kinematics; System testing; User interfaces; Virtual environment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Rehabilitation Robotics, 2007. ICORR 2007. IEEE 10th International Conference on
Conference_Location :
Noordwijk
Print_ISBN :
978-1-4244-1320-1
Electronic_ISBN :
978-1-4244-1320-1
Type :
conf
DOI :
10.1109/ICORR.2007.4428439
Filename :
4428439
Link To Document :
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