A predictive control-based algorithm for path following of autonomous aerial vehicles

I. Prodan, Sorin Olaru, F. Fontes, C. Stoica, S. Niculescu
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引用次数: 7

Abstract

The present paper addresses the path following problem of nonholonomic systems by considering a predictive control-based framework. The particularity of the present study resides in the use of differential flatness formalism for a reference trajectory generation. Furthermore, having the reference trajectory available in a parameterized form, an optimization-based problem which minimizes the tracking error for the nonholonomic system can be formulated and further enhanced via path following. The proposed method exhibits effective performance validated through simulations for the control of autonomous aerial vehicles.
基于预测控制的自主飞行器路径跟踪算法
本文通过考虑一个基于预测控制的框架来解决非完整系统的路径跟踪问题。本研究的特殊性在于使用微分平面形式生成参考轨迹。此外,有了参考轨迹的参数化形式,就可以建立一个基于优化的问题,使非完整系统的跟踪误差最小化,并通过路径跟踪进一步增强。通过仿真验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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