JRM Vol.30 No.5 pp. 696-705
doi: 10.20965/jrm.2018.p0696


Estimating Lumbar Load During Motion with an Unknown External Load Based on Back Muscle Activity Measured with a Muscle Stiffness Sensor

Yoshio Tsuchiya*, Yumeko Imamura**, Takayuki Tanaka***, and Takashi Kusaka***

*Department of Engineering for Innovation, National Institute of Technology, Tomakomai College
443 Nishikioka, Tomakomai, Hokkaido 059-1275, Japan

**National Institute of Advanced Industrial Science and Technology
1-1-1 Umezono, Tsukuba, Ibaraki 059-1275, Japan

***Graduate School of Information Science and Technology, Hokkaido University
Kita 14, Nishi 9, Kita-ku, Sapporo, Hokkaido 060-0814, Japan

May 10, 2018
August 24, 2018
October 20, 2018
lumbar load, wearable sensor system, muscle stiffness sensor

A forward bending motion is essential in everyday tasks, such as carrying objects, shoveling snow, and performing farm work. However, many people suffer from lumbar pain resulting from forward bending motion, which causes a lumbar disc load owing to the changing of the lumbar shape. We have developed a wearable lumbar load estimation system, which measures the skin shape on the back using a curvature sensor. Because the lumbar load varies with the external load, the lumbar load should be estimated based on the external load. Therefore, we have developed a method for estimating an unknown external force using a muscle stiffness sensor. Muscle strength can be estimated by measuring the muscle hardness from the surface, and the relationship between the external force and the muscle force can be modeled. Using this method, we estimate the dependence of the lumbar load on external forces in real time. In addition, we simplify the calculation by converting the external load into a load resulting from a person’s own weight. We incorporate the proposed method into our wearable sensor system, estimate the lumbar load, and compare this with the results of a musculoskeletal dynamics simulation.

Sensor arrangement of the wearable sensor system

Sensor arrangement of the wearable sensor system

Cite this article as:
Y. Tsuchiya, Y. Imamura, T. Tanaka, and T. Kusaka, “Estimating Lumbar Load During Motion with an Unknown External Load Based on Back Muscle Activity Measured with a Muscle Stiffness Sensor,” J. Robot. Mechatron., Vol.30 No.5, pp. 696-705, 2018.
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Last updated on Jun. 03, 2024