Secure-by-construction synthesis of cyber-physical systems
Correct-by-construction synthesis is a cornerstone of the confluence of formal methods and
control theory towards designing safety-critical systems. Instead of following the time-tested …
control theory towards designing safety-critical systems. Instead of following the time-tested …
Formal methods for control synthesis: An optimization perspective
C Belta, S Sadraddini - Annual Review of Control, Robotics, and …, 2019 - annualreviews.org
In control theory, complicated dynamics such as systems of (nonlinear) differential equations
are controlled mostly to achieve stability. This fundamental property, which can be with …
are controlled mostly to achieve stability. This fundamental property, which can be with …
High-order control barrier functions
We approach the problem of stabilizing a dynamical system while optimizing a cost and
satisfying safety constraints and control limitations. For (nonlinear) affine control systems …
satisfying safety constraints and control limitations. For (nonlinear) affine control systems …
Adaptive tracking control with global performance for output-constrained MIMO nonlinear systems
In this article, a novel adaptive tracking control technique is developed for multiple-input-
multiple-output nonlinear systems with model uncertainty and under output constraints …
multiple-output nonlinear systems with model uncertainty and under output constraints …
Control barrier functions for systems with high relative degree
This paper extends control barrier functions (CBFs) to high order control barrier functions
(HOCBFs) that can be used for high relative degree constraints. The proposed HOCBFs are …
(HOCBFs) that can be used for high relative degree constraints. The proposed HOCBFs are …
Neural graph control barrier functions guided distributed collision-avoidance multi-agent control
We consider the problem of designing distributed collision-avoidance multi-agent control in
large-scale environments with potentially moving obstacles, where a large number of agents …
large-scale environments with potentially moving obstacles, where a large number of agents …
High-order barrier functions: Robustness, safety, and performance-critical control
In this article, we propose a notion of high-order (zeroing) barrier functions (HOBFs) that
generalizes the concept of zeroing barrier functions and guarantees set forward invariance …
generalizes the concept of zeroing barrier functions and guarantees set forward invariance …
Adaptive control barrier functions
It has been shown that optimizing quadratic costs while stabilizing affine control systems to
desired (sets of) states subject to state and control constraints can be reduced to a sequence …
desired (sets of) states subject to state and control constraints can be reduced to a sequence …
Control barrier functions for complete and incomplete information stochastic systems
A Clark - 2019 American Control Conference (ACC), 2019 - ieeexplore.ieee.org
Real-time controllers must satisfy strict safety requirements. Recently, Control Barrier
Functions (CBFs) have been proposed that guarantee safety by ensuring that a suitably …
Functions (CBFs) have been proposed that guarantee safety by ensuring that a suitably …
Sufficient conditions for feasibility of optimal control problems using control barrier functions
It has been shown that satisfying state and control constraints while optimizing quadratic
costs subject to desired (sets of) state convergence for affine control systems can be …
costs subject to desired (sets of) state convergence for affine control systems can be …