• DocumentCode
    2955288
  • Title

    An estimation method of muscle forces for each muscle group using theory of functionally different effective muscles considering human dynamics

  • Author

    Sugino, Atsuki ; Komada, Satoshi ; Hirai, Junji

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Mie Univ., Tsu, Japan
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    675
  • Lastpage
    680
  • Abstract
    Although the effectiveness of biofeedback using an electromyogram (EMG) has been reported, it is seldom used in ordinary therapeutic exercise because it takes time to attach electrodes. Conventional muscle force estimation methods using joint torque take time in order to solve optimization problems. In order to make the computation time shorter, a method has been proposed, which converts tip force of limbs to each force of 6 muscle groups by using the FEM theory for 2D motion of 2 joints of limbs, which is given to each optimization problem. Since muscles exert not only tip force of limbs but also force due to dynamics such as inertia force and so on, estimation accuracy is not satisfactory. The new tip force which is sum of tip force of limbs and the tip force according to dynamics of limbs is given to the muscle force estimation method using the FEM theory. For the exercise using the manipulator for lower limbs, the estimation result of the proposed method is similar to Okuyama´s muscle force estimation method which uses joint torque considering dynamics of limbs while the computation time is shorter than the Okuyama´s method.
  • Keywords
    biomechanics; estimation theory; finite element analysis; manipulators; medical robotics; muscle; optimisation; patient rehabilitation; physiological models; FEM theory; Okuyama method; biofeedback; electrodes; electromyogram; functionally different effective muscles; human dynamics; inertia force; joint torque; limb tip force; manipulator; muscle force estimation method; optimization problems; therapeutic exercise; Dynamics; Estimation; Finite element methods; Force; Joints; Muscles; Torque;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Robotics and Biomechatronics (BioRob), 2010 3rd IEEE RAS and EMBS International Conference on
  • Conference_Location
    Tokyo
  • ISSN
    2155-1774
  • Print_ISBN
    978-1-4244-7708-1
  • Type

    conf

  • DOI
    10.1109/BIOROB.2010.5628024
  • Filename
    5628024