Control Barrier Functions with Actuation Constraints under Signal Temporal Logic Specifications
Ali Tevfik Büyükkoçak, Derya Aksaray, Yasin Yazıcıoğlu · 2022 European Control Conference (ECC) · 2022
We propose control barrier functions (CBFs) for a family of dynamical systems to satisfy a broad fragment of Signal Temporal Logic (STL) specifications, which may include subtasks with nested temporal operators or conflicting requirements (e.g., achieving multiple subtasks within the same time interval). The proposed CBFs take into account the actuation limits of the dynamical system as well as a feasible sequence of subtasks, and they define time-varying feasible sets of states the system must always stay inside. We show some theoretical results on the correctness of the proposed method. We illustrate the benefits of the proposed CBFs and compare its performance with the existing methods via simulations.