Bernard Bäker

25 papers C 3Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2023 — conf
Automotive Digital Twins: A Traversal Algorithm for Virtual Testing of Software over-the-air Updates.
ICM
Till Fuchs, Matthias Zinser, Kevin Renatus, Bernard Bäker
2021 C conf
Active Output Selection Strategies for Multiple Learning Regression Models.
ICPRAM
Adrian Prochaska, Julien Pillas, Bernard Bäker
2021 J jnl
Comparative Case Study of a Metamodel-Based Electric Vehicle Powertrain Design.
IEEE Access
Maximilian Helbing, Stephan Uebel, Conny Matthes, Bernard Bäker
2021 J jnl
Improved active output selection strategy for noisy environments.
CoRR
Adrian Prochaska, Julien Pillas, Bernard Bäker
2021 — conf
LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control.
ICAART (2)
Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bäker
2020 J jnl
Active Output Selection Strategies for Multiple Learning Regression Models.
CoRR
Adrian Prochaska, Julien Pillas, Bernard Bäker
2020 J jnl
Robust Data-Driven Error Compensation for a Battery Model.
CoRR
Philipp Gesner, Frank Kirschbaum, Richard Jakobi, Bernard Bäker
2020 J jnl
Space-Filling Subset Selection for an Electric Battery Model.
CoRR
Philipp Gesner, Christian Gletter, Florian Landenberger, Frank Kirschbaum, Lutz Morawietz, Bernard Bäker
2019 J jnl
A Two-Level MPC for Energy Management Including Velocity Control of Hybrid Electric Vehicles.
IEEE Trans. Veh. Technol.
Stephan Uebel, Nikolce Murgovski, Bernard Bäker, Jonas Sjöberg
2019 — conf
Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management.
ICAART (2)
Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker
2019 — conf
Unsupervised Data-Driven Automotive Diagnostics with Improved Deep Temporal Clustering.
VTC Fall
Peter Wolf, Alvin Chin, Bernard Bäker
2018 — conf
Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles.
ICAART (2)
Roman Liessner, Christian Schroer, Ansgar Malte Dietermann, Bernard Bäker
2018 J jnl
Influence of Measurement and Prediction Uncertainties on Range Estimation for Electric Vehicles.
IEEE Trans. Intell. Transp. Syst.
Stefan Sautermeister, Max Falk, Bernard Bäker, Frank Gauterin, Moritz Vaillant
2018 J jnl
Optimal Energy Management and Velocity Control of Hybrid Electric Vehicles.
IEEE Trans. Veh. Technol.
Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker
2018 — conf
Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics.
ITSC
Peter Wolf, Artur Mrowca, Tam Thanh Nguyen, Bernard Bäker, Stephan Günnemann
2018 — conf
Safe Deep Reinforcement Learning Hybrid Electric Vehicle Energy Management.
ICAART (Revised Selected Papers)
Roman Liessner, Ansgar Malte Dietermann, Bernard Bäker
2017 — conf
Computationally efficient velocity and power split control of hybrid electric vehicles.
CCTA
Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker
2017 C conf
Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting.
VEHITS
Roman Liessner, Robert Fechert, Bernard Bäker
2015 — conf
Energy-efficient routing strategies based on real-time data of a local traffic management center.
MT-ITS
Anja Liebscher, Mario Krumnow, Jürgen Krimmling, Falk Hanisch, Bernard Bäker
2015 — conf
Microscopic real-time traffic simulations to support advanced driver assistance systems.
MT-ITS
Mario Krumnow, Anja Liebscher, Jürgen Krimmling, Torsten Schubert, Bernard Bäker
2014 J jnl
Anwendung der Variationsrechnung für Steuerungsaufgaben im Kraftfahrzeug.
Autom.
Stephan Uebel, Conny Tempelhahn, Mike Liebers, Steffen Kutter, Bernard Bäker
2013 — conf
High-gain feedback stability of a nonlinear drivetrain system.
ECC
Peter Loepelmann, Bernard Bäker
2011 — conf
Efficiency-increasing driver assistance at signalized intersections using predictive traffic state estimation.
ITSC
Philipp Schuricht, Oliver Michler, Bernard Bäker
2011 J jnl
ElisaTM - Car to infrastructure communication in the field.
Comput. Networks
Benno Schweiger, Christian Raubitschek, Bernard Bäker, Johann H. Schlichter
2003 C conf
A Probabilistic Vehicle Diagnostic System Using Multiple Models.
IAAI
Matthew L. Schwall, J. Christian Gerdes, Bernard Bäker, Thomas M. Forchert