Minimal Inertial Sensor Placement for Work Recognition and Working Posture Assessment*
Minimal Inertial Sensor Placement for Work Recognition and Working Posture Assessment*
复制标题
用于工作识别和工作姿势评估的最小惯性传感器放置*
DOI：
10.1109/sii.2019.8700413
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发表时间：
2019
期刊：
影响因子：
--
通讯作者：
M. Mochimaru
中科院分区：
文献类型：
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作者：
S. Miyajima;Yuki Hashimoto;Takayuki Tanaka;N. Miyata;M. Tada;M. Mochimaru
护理的沉重身体负担导致腰痛，使护理人员难以继续工作。为了减轻这种负担，应调查工作量，以改善护理工作。测量的运动可以用于估计工作负荷。考虑到在各种工作环境中的使用，惯性传感器适用于现场运动测量。当在工作场所测量运动时，希望减少测量装置的数量。在本报告中，我们选择了最少数量的身体部位，需要有他们的运动测量的工作识别和工作姿势评估的三个参与者。对六个工件的识别，选择了三个或四个位置，识别率大于0.8。分类工作运动的差异的影响也进行了研究。
The heavy physical burden of nursing care causes low back pain and makes it difficult for care workers to continue their work. To reduce this burden, the workload should be investigated to improve the care work. Measured motions can be used to estimate the workload. Considering using in various work environment, inertial sensors are suitable for on-site motion measurement. When motions are measured in the workplace, it is desirable to reduce the number of measuring devices. In this report, we selected the minimum number of body parts that need to have their motion measured for work recognition and working posture assessment in three participants. For recognizing six work element, three or four positions were selected and the recognition rate was larger than 0.8. The effect of differences in work motion on classification was also investigated.
DOI：
10.20965/jaciii.2017.p0813
发表时间：
2017-09
期刊：
J. Adv. Comput. Intell. Intell. Informatics
影响因子：
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作者：
Yuto Omae;Hirotaka Takahashi
通讯作者：
Yuto Omae;Hirotaka Takahashi