具有时变约束的欠驱动机械系统的安全滤波器

Safety Filter for Underactuated Mechanical Systems With Time-Varying Constraints

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2025
被引 4
ABS 3

中文导读

针对欠驱动机械系统在时变约束下的安全关键控制问题,提出一种基于高阶控制障碍函数二次规划的安全滤波器方法,并通过塔吊实验验证有效性。

Abstract

The safety-critical control of underactuated mechanical systems (UMSs) with both collocated and noncollocated configuration constraints is considered in this article. Based on the popular safety filter (SF) method using high-order control barrier function-based quadratic programs (HOCBF-QPs), this article further overcomes the difficulties caused by the singularity points of time-varying constraints and the underactuation characteristic. Specifically, the time-varying problem is addressed by transforming it into an extended time-invariant one. Then, the existing high-order CBF (HOCBF) theory is applied to construct singularity-free HOCBFs for UMS. Next, a Lipschitz continuous SF is proposed to handle multiple constraints in a hierarchical manner. Finally, experiments are performed on a 3-degrees of freedom boom crane platform to validate the effectiveness.

控制理论机器人安全关键控制欠驱动系统