• 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