Nonlinear Adaptive Output-Feedback Controller Design for Guidance of Flexible Needles

作者：Motaharifar Mohammad^*; Talebi Heidar A; Abdollahi Farzaneh; Afshar Ahmad

来源：IEEE/ASME Transactions on Mechatronics, 2015, 20(4): 1912-1919.

DOI：10.1109/TMECH.2014.2359181

• Adaptive control
• medical robotics
• nonlinear systems
• observers

In this paper, a control methodology is proposed for guiding and stabilizing flexible bevel-tip needles to an arbitrary planar slice. The proposed controller is an adaptive version of the previously proposed nonlinear output feedback controller, which was built upon the well-known nonholonomic kinematic model of needle steering. On the grounds that such a model is subject to parametric uncertainty, an adaptive controller is necessary for adjusting the model parameters. In addition, a nonlinear observer is required due to the existence of some unmeasurable state variables. Although the original form of the studied system is linearly parameterized, its canonical form is not, preventing the application of conventional adaptive control schemes. In this paper, a nonlinear adaptive control methodology is proposed and applied to the guidance problem of steerable needles. Through simulation results, it is illustrated that the proposed methodology greatly outperforms the existing feedback linearization-based approach.

• 出版日期2015-8