Identification of motor skill characteristics using a reduced model approach
Darrell Nakawaki, Sangwan Joo, F. Miyazaki
- 发表年份
- 2003
- 引用次数
- 2
摘要
The kip is a fundamental gymnastic movement performed on a variety of gymnastic apparatus at all levels of competition. We analyze the kip using a pendulum as a reduced ordered model and a 3-link system. Our simulations have shown that a variable length pendulum is sufficient for modeling the dynamics of an expert gymnast's center-of-mass without considering the complex parameters of the 3-link system. The optimized pendulum model can generate kip pattern variations which are evaluated based on the center-of-mass and 3-link system's total energy as well as the joint torques. A comparison of the performances of robot, simulator and human expert identifies (1) body arching during the forward swing, (2) a quick piking movement and (3) grip adjustment when the body swings backwards as characteristics common to success. These results suggest a guideline for performing the kip successfully.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Fractional Differential Equations
Igor Podlubný
2025
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991