DocumentCode :
3192974
Title :
Kinematic analysis of gait cycle using a fuzzy system for medical diagnosis
Author :
Arias-Enriquez, Omar ; Chacon-Murguia, Mario I. ; Sandoval-Rodriguez, Rafael
Author_Institution :
Visual Perception Applic. on Robotic Lab., Chihuahua Inst. of Technol., Chihuahua, Mexico
fYear :
2012
fDate :
6-8 Aug. 2012
Firstpage :
1
Lastpage :
6
Abstract :
Development of human gait analysis systems has become of great interest in the medical field because of their capacity to acquire information and perform diagnosis. This paper presents the design of a fuzzy system able to provide a linguistic interpretation of the kinematic analysis for the thigh and knee in the sagittal plane. This analysis allows the detection of anomalies like hyperflexion, excessive flexion, inadequate flexion, inadequate extension, slight extension, excessive extension or normal angular movements during the gait cycle phases. The fuzzy system is based on the mapping of reported normal behavior curves to fuzzy rules. The fuzzy system is expected to work directly with information generated by 2D or 3D vision systems. Tests on pathological as well as normal cases for thigh and knee showed correct analysis by the fuzzy system.
Keywords :
computational linguistics; fuzzy systems; gait analysis; medical diagnostic computing; patient diagnosis; 2D vision systems; 3D vision systems; anomaly detection; correct analysis; excessive extension; excessive flexion; fuzzy rules; fuzzy system design; gait cycle phases; human gait analysis systems; hyperflexion; inadequate extension; inadequate flexion; information acquisition; kinematic analysis; knee; linguistic interpretation; medical diagnosis; medical field; normal angular movements; normal behavior curves; sagittal plane; slight extension; thigh; Fuzzy systems; Kinematics; Knee; Loading; Machine vision; Robots; Thigh; gait analysis; kinematic analysis; medical diagnosis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Information Processing Society (NAFIPS), 2012 Annual Meeting of the North American
Conference_Location :
Berkeley, CA
ISSN :
pending
Print_ISBN :
978-1-4673-2336-9
Electronic_ISBN :
pending
Type :
conf
DOI :
10.1109/NAFIPS.2012.6291049
Filename :
6291049
Link To Document :
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