A Robust, Multiple Control Barrier Function Framework for Input Constrained Systems
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Abstract (arXiv)
We propose a novel (Type-II) zeroing control barrier function (ZCBF) for safety-critical control, which generalizes the original ZCBF approach. Our method allows for applications to a larger class of systems (e.g. passivity-based) while still ensuring robustness, for which the construction of conventional ZCBFs is difficult. We also propose a locally Lipschitz continuous control law that handles multiple ZCBFs, while respecting input constraints, which is not currently possible with existing ZCBF methods. We apply the proposed concept for unicycle navigation in an obstacle-rich environment.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 27 May 2022.
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Citing papers per year: 2022: 2; 2023: 0; 2024: 1; 2025: 3.
6 papers.
- 2022Safe Control Under Input Limits with Neural Control Barrier Functionscited by 29
- 2025How to Train Your Latent Control Barrier Function: Smooth Safety Filtering Under Hard-to-Model Constraintscited by 9
- 2022Differentiable Predictive Control with Safety Guarantees: A Control Barrier Function Approachcited by 6
- 2024Online Efficient Safety-Critical Control for Mobile Robots in Unknown Dynamic Multi-Obstacle Environmentscited by 1
- 2025Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functionscited by 1
- 2025Neural Network-assisted Interval Reachability for Systems with Control Barrier Function-Based Safe Controllerscited by 0
- 2025How to Train Your Latent Control Barrier Function: Smooth Safety Filtering Under Hard-to-Model Constraints23 Nov 2025
- 2025Neural Network-assisted Interval Reachability for Systems with Control Barrier Function-Based Safe Controllers11 Apr 2025
- 2025Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functions20 Feb 2025
- 2024Online Efficient Safety-Critical Control for Mobile Robots in Unknown Dynamic Multi-Obstacle Environments26 Feb 2024
- 2022Safe Control Under Input Limits with Neural Control Barrier Functions20 Nov 2022
- 2022Differentiable Predictive Control with Safety Guarantees: A Control Barrier Function Approach3 Aug 2022