121 citations · 419 across the 24 of their papers we have counts for
4 papers · 1 filter
On Assumptions with Respect to Occlusions in Urban Environments for Automated Vehicle Speed Decisions
Robert Graubohm, Nayel Fabian Salem, Marcus Nolte +1
Automated driving systems are subject to various kinds of uncertainty during design, development, and operation. These kinds of uncertainty lead to an inherent risk of the technolo…
Robust LSTM-based Vehicle Velocity Observer for Regular and Near-limits Applications
Agapius Bou Ghosn, Marcus Nolte, Philip Polack +2
Accurate velocity estimation is key to vehicle control. While the literature describes how model-based and learning-based observers are able to estimate a vehicle's velocity in nor…
Risk Management Core -- Towards an Explicit Representation of Risk in Automated Driving
Nayel Fabian Salem, Thomas Kirschbaum, Marcus Nolte +4
While current automotive safety standards provide implicit guidance on how unreasonable risk can be avoided, manufacturers are required to specify risk acceptance criteria for Auto…
ODD-Centric Contextual Sensitivity Analysis Applied To A Non-Linear Vehicle Dynamics Model
Richard Schubert, Marcus Nolte, Arnaud de La Fortelle +1
Advanced driving functions, for assistance or full automation, require strong guarantees to be deployed. This means that such functions may not be available all the time, like now…