The dynamics of low-dimensional dynamical systems have offered many useful notions to understand natural phenomena.However, in real problems including such as chemical reactions, neural activities, circadian rhythm, and locomotive motions, the systems are mathematically modelled by high-dimensional dynamical systems for detailed quantitative descriptions.Even if such a system shows a low-dimensional motion like a limit cycle, the corresponding trajectory is traced out in a high-dimensional space.