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pro vyhledávání: '"principal motion analysis"'
Akademický článek
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Publikováno v:
IEEE Access, Vol 9, Pp 73251-73261 (2021)
Redundant human motions such as walking or sit-to-stand motions involve time-series data of several variables. Principal motion analysis (PMA) can be adopted to decompose such motions into independent motions, and their linear combinations can be use
Externí odkaz:
https://doaj.org/article/a11b641146e1497492abfa449a8f974c
Akademický článek
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Publikováno v:
IEEE Transactions on Affective Computing. 13:871-880
Temporal dominance (TD) methods can be used to record temporal changes in multiple sensory and affective responses. TD methods have found wide applications in the analysis of eating experiences of humans. However, extant analyses performed on TD data
Publikováno v:
Journal of Physical Therapy Science
[Purpose] Physical therapists frequently perform manual stretching of the ankle joints. Manual stretching procedures are challenging to define because they involve multidirectional joint motions and external forces. Therefore, in this paper, we propo
Publikováno v:
IEEE Access, Vol 9, Pp 73251-73261 (2021)
Redundant human motions such as walking or sit-to-stand motions involve time-series data of several variables. Principal motion analysis (PMA) can be adopted to decompose such motions into independent motions, and their linear combinations can be use
Autor:
Yamada N; Department of Rehabilitation, Aichi Medical College: 519 Ichiba, Kiyosu City, Aichi 452-0931, Japan.; Department of Mechanical Systems Engineering, Nagoya University, Japan., Okamoto S; Department of Mechanical Systems Engineering, Nagoya University, Japan., Akiyama Y; Department of Mechanical Systems Engineering, Nagoya University, Japan., Yamada Y; Department of Mechanical Systems Engineering, Nagoya University, Japan.
Publikováno v:
Journal of physical therapy science [J Phys Ther Sci] 2020 Sep; Vol. 32 (9), pp. 584-590. Date of Electronic Publication: 2020 Sep 01.
Publikováno v:
Sensors, Vol 24, Iss 22, p 7342 (2024)
Unstable gait increases the risk of falls, posing a significant danger, particularly for frail older adults. The margin of stability (MoS) is a quantitative index that reflects the risk of falling due to postural imbalance in both the anterior-poster
Externí odkaz:
https://doaj.org/article/0cdbb7d8c1454b58a33729f05104e273
Conference
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Publikováno v:
SII
We developed a gait variability index on the basis of principal motion analysis (PMA). PMA decomposes multivariate time-series data into independent bases. The resulting variability index evaluates how individual gaits vary along these bases. Hence,