快速收敛动态仿真系统的自适应时间步长

A. Joukhadar, C. Laugier
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引用次数: 15

摘要

动态仿真是研究机器人与其环境之间复杂接触相互作用的有力工具,但通常需要大量的计算才能生成精确的数值模拟。提出了一种基于能量守恒监测的自适应时间步长动态仿真方法。这种方法使我们能够在非常低的计算开销下确保数值稳定性和计算效率,并且还提供了位置和速度的数值误差可能范围的估计。该方法适用于任何基于物理的动态仿真系统,并可与其他优化技术相结合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive time step for fast converging dynamic simulation system
Dynamic simulation can be a powerful tool for the study of complex contact interactions between robots and their environments, but a large amount of computation is often required to generate numerically accurate simulations. This paper describes an adaptive time step approach to dynamical simulation based on monitoring the conservation of energy. This approach allows us to insure numerical stability and computational efficiency at a very low computational overhead, and also provides estimates of the probable range of numerical errors in position and velocity. The approach is applicable to any physical-based dynamic simulation system and can be integrated with other optimization techniques.
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