Correct-by-construction adaptive cruise control: Two approaches
Motivated by the challenge of develo** control software provably meeting specifications
for real-world problems, this paper applies formal methods to adaptive cruise control (ACC) …
for real-world problems, this paper applies formal methods to adaptive cruise control (ACC) …
Adaptive cruise control with safety guarantees for autonomous vehicles
S Magdici, M Althoff - IFAC-PapersOnLine, 2017 - Elsevier
This paper addresses the problem of following a vehicle with varying acceleration in a
comfortable and safe manner. Our architecture consists of a nominal controller (here: model …
comfortable and safe manner. Our architecture consists of a nominal controller (here: model …
Integrating intuitive driver models in autonomous planning for interactive maneuvers
Given the current capabilities of autonomous vehicles, one can easily imagine autonomous
vehicles being released on the road in the near future. However, it can be assumed that this …
vehicles being released on the road in the near future. However, it can be assumed that this …
Neural network-based safe optimal robust control for affine nonlinear systems with unmatched disturbances
C Qin, J Wang, H Zhu, J Zhang, S Hu, D Zhang - Neurocomputing, 2022 - Elsevier
In this paper, for the safety–critical systems with unmatched disturbances, a safe optimal
robust control method based on neural network is proposed to ensure that the safety–critical …
robust control method based on neural network is proposed to ensure that the safety–critical …
Adaptive cruise control: Experimental validation of advanced controllers on scale-model cars
Recent advances in automotive technology, such as, sensing and onboard computation,
have resulted in the development of adaptive cruise control (ACC) algorithms that improve …
have resulted in the development of adaptive cruise control (ACC) algorithms that improve …
Data-driven computation of minimal robust control invariant set
We propose a data-driven framework to compute an approximation of a minimal robust
control invariant set (mRCI) for an uncertain dynamical system where the model of the …
control invariant set (mRCI) for an uncertain dynamical system where the model of the …
Finite abstractions with robustness margins for temporal logic-based control synthesis
This paper introduces a notion of finite abstractions that can be used to synthesize robust
controllers for dynamical systems from temporal logic specifications. These finite …
controllers for dynamical systems from temporal logic specifications. These finite …
Safety-critical control synthesis for network systems with control barrier functions and assume-guarantee contracts
This article aims at the safety-critical control synthesis of network systems such that the
satisfaction of the safety constraints can be guaranteed. To handle the large state dimension …
satisfaction of the safety constraints can be guaranteed. To handle the large state dimension …
Synthesis of separable controlled invariant sets for modular local control design
Many correct-by-construction control synthesis methods suffer from the curse of
dimensionality. Motivated by this challenge, we seek to reduce a correct-by-construction …
dimensionality. Motivated by this challenge, we seek to reduce a correct-by-construction …
Interdependence quantification for compositional control synthesis with an application in vehicle safety systems
Composing controllers designed individually for interacting subsystems, while preserving
the guarantees that each controller provides for each subsystem, is a challenging task …
the guarantees that each controller provides for each subsystem, is a challenging task …