Safe Control Synthesis via Input Constrained Control Barrier Functions
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Abstract (arXiv)
This paper introduces the notion of an Input Constrained Control Barrier Function (ICCBF), as a method to synthesize safety-critical controllers for non-linear 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 non-uniform relative degree. Simulation results are presented for the adaptive cruise control problem, and a spacecraft rendezvous problem.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 4 Apr 2021.
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Citing papers per year: 2022: 1; 2023: 1; 2024: 3; 2025: 2; 2026: 1.
8 papers.
- 2022Safe Control Under Input Limits with Neural Control Barrier Functionscited by 27
- 2023Exact Verification of ReLU Neural Control Barrier Functionscited by 14
- 2024Real-Time Safe Control of Neural Network Dynamic Models with Sound Approximationcited by 5
- 2024Safe PDE Boundary Control with Neural Operatorscited by 1
- 2024Pareto Control Barrier Function for Inner Safe Set Maximization Under Input Constraintscited by 0
- 2025Neural Network-assisted Interval Reachability for Systems with Control Barrier Function-Based Safe Controllerscited by 0
- 2025Real-Time Model Checking for Closed-Loop Robot Reactive Planningcited by 0
- 2026Memory-Efficient Meta-Reinforcement Learning for Adaptive Safety-Critical Control in Adversarial Spacecraft Proximity Operationscited by 0
- 2026Memory-Efficient Meta-Reinforcement Learning for Adaptive Safety-Critical Control in Adversarial Spacecraft Proximity Operations16 Jun 2026
- 2025Real-Time Model Checking for Closed-Loop Robot Reactive Planning26 Aug 2025
- 2025Neural Network-assisted Interval Reachability for Systems with Control Barrier Function-Based Safe Controllers11 Apr 2025
- 2024Safe PDE Boundary Control with Neural Operators23 Nov 2024
- 2024Pareto Control Barrier Function for Inner Safe Set Maximization Under Input Constraints5 Oct 2024
- 2024Real-Time Safe Control of Neural Network Dynamic Models with Sound Approximation20 Apr 2024
- 2023Exact Verification of ReLU Neural Control Barrier Functions13 Oct 2023
- 2022Safe Control Under Input Limits with Neural Control Barrier Functions20 Nov 2022