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
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