Parameter Identification Problem for Pilotless Ship Dynamics

A.A. Dyda, E.P. Chinchukova, E. B. Osokina
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Abstract

Pilotless ships present one of actual direction of modern robotics application. To provide a high quality of control processes, it takes an adequate mathematical model of ship dynamics. The main feature of pilotless ship dynamics in comparison with other robotic systems consists in essential influence of water environment. In the paper to present ship model nonlinearity which is associated with viscous torque resistance, the usage of power series is proposed that makes possible to transform functional uncertainty problem in to parameter identification of power series coefficients. Speed gradient method has been applied to derive an identification algorithm of ship nonlinear dynamics parameters.
无人驾驶船舶动力学参数辨识问题
无人驾驶船舶是现代机器人应用的实际方向之一。为了提供高质量的控制过程,需要一个适当的船舶动力学数学模型。与其他机器人系统相比,无人驾驶船舶动力学的主要特点是受水环境的重要影响。本文针对船舶模型中与粘性转矩阻力相关的非线性问题,提出了利用幂级数的方法,将泛函不确定性问题转化为幂级数系数的参数辨识。应用速度梯度法推导了船舶非线性动力学参数的辨识算法。
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