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Safe Control Synthesis via Input Constrained Control Barrier Functions

Devansh R. Agrawal, Dimitra Panagou

20212021 60th IEEE Conference on Decision and Control (CDC)43 citationsDOIOpen Access PDF

Abstract

This paper introduces the notion of an Input Constrained Control Barrier Function (ICCBF), as a method to synthesize safety-critical controllers for nonlinear control-affine systems with input constraints. The method identifies a subset of the safe set of states, and constructs a controller to render the subset forward invariant. The feedback controller is represented as the solution to a quadratic program, which can be solved efficiently for real-time implementation. Furthermore, we show that ICCBFs are a generalization of Higher Order Control Barrier Functions, and thus are applicable to systems of nonuniform relative degree. Simulation results are presented for the adaptive cruise control problem, and a spacecraft rendezvous problem.

Topics & Concepts

Control theory (sociology)GeneralizationCruise controlController (irrigation)Computer scienceNonlinear systemAffine transformationRendezvousQuadratic equationAdaptive controlOptimal controlSet (abstract data type)Nonlinear controlMathematical optimizationControl (management)SpacecraftMathematicsEngineeringAerospace engineeringBiologyPure mathematicsPhysicsQuantum mechanicsAgronomyGeometryProgramming languageArtificial intelligenceMathematical analysisAdvanced Control Systems OptimizationFormal Methods in VerificationReal-Time Systems Scheduling
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