Abstract: One embodiment provides a system for analyzing a motion of a complex system. During operation, the system obtains movement data associated with the motion over a time interval and computes, over the time interval, a distribution of energy associated with the motion based on the obtained movement data. The system further identifies energy peaks based on the distribution of the energy over the time interval, computes an energy-occurrence-frequency distribution based on the identified energy peaks over a predetermined energy range, and generates a motion-analysis result for the complex system based on the computed energy-occurrence-frequency distribution.

Abstract: One embodiment provides a system for analyzing a motion. During operation, the system obtains acceleration data associated with the motion. The acceleration data can include three components corresponding to three spatially orthogonal directions. For each orthogonal direction, the system computes an amount of oscillatory energy included in the motion in the orthogonal direction based on a corresponding acceleration component. For at least one orthogonal direction, the system obtains an energy fraction factor by computing a ratio between the amount of the oscillatory energy in the orthogonal direction and a total amount of the oscillator energy. The system generates a motion-analysis output based at least on the energy fraction factor.