[PDF][PDF] Reachability analysis and its application to the safety assessment of autonomous cars
M Althoff - 2010 - mediatum.ub.tum.de
One of the biggest boosts for innovation in engineering has been the ongoing improvement
of digital processor technology. Connections between physical systems and computing …
of digital processor technology. Connections between physical systems and computing …
Reachability analysis of nonlinear systems using conservative polynomialization and non-convex sets
M Althoff - Proceedings of the 16th international conference on …, 2013 - dl.acm.org
A new technique for computing the reachable set of hybrid systems with nonlinear
continuous dynamics is presented. Previous work showed that abstracting the nonlinear …
continuous dynamics is presented. Previous work showed that abstracting the nonlinear …
Sparse polynomial zonotopes: A novel set representation for reachability analysis
We introduce sparse polynomial zonotopes, a new set representation for formal verification
of hybrid systems. Sparse polynomial zonotopes can represent nonconvex sets and are …
of hybrid systems. Sparse polynomial zonotopes can represent nonconvex sets and are …
Reachability analysis of linear systems using support functions
This work is concerned with the algorithmic reachability analysis of continuous-time linear
systems with constrained initial states and inputs. We propose an approach for computing …
systems with constrained initial states and inputs. We propose an approach for computing …
Guaranteed methods based on constrained zonotopes for set-valued state estimation of nonlinear discrete-time systems
This paper presents new methods for set-valued state estimation of nonlinear discrete-time
systems with unknown-but-bounded uncertainties. A single time step involves propagating …
systems with unknown-but-bounded uncertainties. A single time step involves propagating …
Ellipsotopes: Uniting ellipsoids and zonotopes for reachability analysis and fault detection
Ellipsoids are a common representation for reachability analysis, because they can be
transformed efficiently under affine maps, and they allow conservative approximation of …
transformed efficiently under affine maps, and they allow conservative approximation of …
Set-based prediction of traffic participants on arbitrary road networks
M Althoff, S Magdici - IEEE Transactions on Intelligent Vehicles, 2016 - ieeexplore.ieee.org
Safety is of paramount importance in automated driving. One of the main challenges
ensuring safety is the unknown future behavior of surrounding traffic participants. Previous …
ensuring safety is the unknown future behavior of surrounding traffic participants. Previous …
[PDF][PDF] An introduction to CORA 2015
M Althoff - Proc. of the workshop on applied verification for …, 2015 - mediatum.ub.tum.de
The philosophy, architecture, and capabilities of the COntinuous Reachability Analyzer
(CORA) are presented. CORA is a toolbox that integrates various vector and matrix set …
(CORA) are presented. CORA is a toolbox that integrates various vector and matrix set …
Simulation-equivalent reachability of large linear systems with inputs
Control systems can be subject to outside inputs, environmental effects, disturbances, and
sensor/actuator inaccuracy. To model such systems, linear differential equations with …
sensor/actuator inaccuracy. To model such systems, linear differential equations with …
Zonotope bundles for the efficient computation of reachable sets
We introduce zonotope bundles for computing the set of states reachable by a dynamical
system, also known as the reachable set. Reachable set computations suffer from the curse …
system, also known as the reachable set. Reachable set computations suffer from the curse …