Improved Lighthill fish swimming model for bio-inspired robots: Modeling, computational aspects and experimental comparisons

模块化设计 机器人学 机器人 多体系统 计算机科学 光学(聚焦) 航程(航空) 鱼类运动 人工智能 欧拉公式 模拟 控制工程 工程类 数学 航空航天工程 物理 运动学 数学分析 经典力学 量子力学 光学 操作系统
作者
Mathieu Porez,Frédéric Boyer,Auke Jan Ijspeert
出处
期刊:The International Journal of Robotics Research [SAGE Publishing]
卷期号:33 (10): 1322-1341 被引量:126
标识
DOI:10.1177/0278364914525811
摘要

The best known analytical model of swimming was originally developed by Lighthill and is known as the large amplitude elongated body theory (LAEBT). Recently, this theory has been improved and adapted to robotics through a series of studies ranging from hydrodynamic modeling to mobile multibody system dynamics. This article marks a further step towards the Lighthill theory. The LAEBT is applied to one of the best bio-inspired swimming robots yet built: the AmphiBot III, a modular anguilliform swimming robot. To that end, we apply a Newton–Euler modeling approach and focus our attention on the model of hydrodynamic forces. This model is numerically integrated in real time by using an extension of the Newton–Euler recursive forward dynamics algorithm for manipulators to a robot without a fixed base. Simulations and experiments are compared on undulatory gaits and turning maneuvers for a wide range of parameters. The discrepancies between modeling and reality do not exceed 16% for the swimming speed, while requiring only the one-time calibration of a few hydrodynamic parameters. Since the model can be numerically integrated in real time, it has significantly superior accuracy compared with computational speed ratio, and is, to the best of our knowledge, one of the most accurate models that can be used in real-time. It should provide an interesting tool for the design and control of swimming robots. The approach is presented in a self contained manner, with the concern to help the reader not familiar with fluid dynamics to get insight both into the physics of swimming and the mathematical tools that can help its modeling.
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