Least Restrictive Hyperplane Control Barrier Functions
This work introduces Least Restrictive Hyperplane Control Barrier Functions (LRH-CBF) to improve safety guarantees in dynamic systems. Instead of picking a fixed safety function, it optimizes over a family of hyperplanes to find the safest control action that is closest to the desired one, reducing conservatism and leading to faster trajectories.