Feasibility and Explicit Safety Filters for Control Barrier Functions in Linear Systems
The paper addresses a difficulty in implementing safety filters for linear systems with multiple affine constraints using quadratic programs (QPs). It shows that by analyzing the geometric structure of constraint normals, especially when constraints are parallel or block-structured, feasibility can be explicitly characterized. This allows researchers to replace complex QPs with simple, explicit saturation laws for safety filters.