微分平坦システムのα安定性と車両ダイナミクスへのニュートン・ラフソン追従制御の応用
$α$-stability of Differentially Flat Systems with Application to Newton-Raphson Tracking Control for Vehicle Dynamics
微分平坦な非線形システムのα安定性を解析し、ニュートン・ラフソン追従制御器の適用条件を示した。キネマティック・ユニサイクルとダイナミック・バイシクルモデルで有効性を実証した。
著者: Aadila Ali Sabry, Gennaro Notomista
分類: math.DS, eess.SY
原文アブストラクト
This paper studies the $α$-stability property of differentially flat nonlinear dynamical systems. The results build off the recently introduced notion of $α$-stability, which is particularly amenable to characterize the ability of a system to track dynamic output reference signals. We consider systems controlled using the Newton-Raphson tracking controller, which results in closed-form control policies, therefore it is computationally efficient, and it has been shown to be effective to control a large variety of mobile robots, including autonomous vehicles. The main results of the paper consist in sufficient conditions for the $α$-stability of differentially flat systems and for the equivalence between the proposed control algorithm and the Newton-Raphson tracking controller applied directly to the nonlinear dynamics. We demonstrate the behavior of the proposed controller applied to the kinematic unicycle and dynamic bicycle models.