Torsten Bertram

Orcid: 0000-0002-6096-8190

According to our database1, Torsten Bertram authored at least 137 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Suboptimal nonlinear model predictive control with input move-blocking.
Int. J. Control, March, 2024

LoRD: Adapting Differentiable Driving Policies to Distribution Shifts.
CoRR, 2024

Multi-Object Tracking based on Imaging Radar 3D Object Detection.
CoRR, 2024

Moving Horizon Planning for Human-Robot Interaction.
Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

LEROjD: Lidar Extended Radar-Only Object Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024

Two-Stage Hierarchical Motion Planning with Basis-Splines in Highway Environments.
Proceedings of the 18th IEEE International Conference on Advanced Motion Control, 2024

2023
Uncertainty-Aware Model-Based Offline Reinforcement Learning for Automated Driving.
IEEE Robotics Autom. Lett., 2023

On a Connection between Differential Games, Optimal Control, and Energy-based Models for Multi-Agent Interactions.
CoRR, 2023

Ego-Motion Estimation and Dynamic Motion Separation from 3D Point Clouds for Accumulating Data and Improving 3D Object Detection.
CoRR, 2023

Reviewing 3D Object Detectors in the Context of High-Resolution 3+1D Radar.
CoRR, 2023

Toward Precise Ambiguity-Aware Cross-Modality Global Self-Localization.
IEEE Access, 2023

Comparing Human Motion Forecasts in Moving Horizon Trajectory Planning of Collaborative Robots.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Uncertainty Estimation for Predictive Collision Avoidance in Human-Robot Collaboration.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Time-Optimal Trajectory Planning in Highway Scenarios Using Basis-Spline Parameterization.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Energy-based Potential Games for Joint Motion Forecasting and Control.
Proceedings of the Conference on Robot Learning, 2023

2022
Recognition Beyond Perception: Environmental Model Completion by Reasoning for Occluded Vehicles.
IEEE Robotics Autom. Lett., 2022

Stabilising quasi-time-optimal nonlinear model predictive control with variable discretisation.
Int. J. Control, 2022

Differentiable Constrained Imitation Learning for Robot Motion Planning and Control.
CoRR, 2022

Improving Local Trajectory Optimization by Enhanced Initialization and Global Guidance.
IEEE Access, 2022

Synthesis of a 2DOF Linear Quadratic Gaussian Position Control for a Steer-by-Wire System in Highly Automated Driving Applications.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Real-time Depth Completion using Radar and Camera.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2022

Flexible Modeling of High-Definition Matrix Headlights.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

2021
UMBRELLA: Uncertainty-Aware Model-Based Offline Reinforcement Learning Leveraging Planning.
CoRR, 2021

Suboptimale Modellprädiktive Regelung mit einem Freiheitsgrad für unterlagerte Regelkreise.
Autom., 2021

Semantic Landmark-based HD Map Localization Using Sliding Window Max-Mixture Factor Graphs.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Online Motion Planning based on Nonlinear Model Predictive Control with Non-Euclidean Rotation Groups.
Proceedings of the 2021 European Control Conference, 2021

Optimal Real-time Digitization of Matrix-Headlights.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2021

Comparing Online Robot Joint Space Trajectory Optimization for Task Space Applications.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2021

2020
Time-optimal control with direct collocation and variable discretization.
CoRR, 2020

Stabilizing Quasi-Time-Optimal Nonlinear Model Predictive Control with Variable Discretization.
CoRR, 2020

Interaction-Aware Trajectory Prediction based on a 3D Spatio-Temporal Tensor Representation using Convolutional-Recurrent Neural Networks.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Comparison of Curve Representations for Memory-Efficient and High-Precision Map Generation.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Driver State Regulation via Real-Time Neurofeedback in Partially Automated Driving.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Radar-based Dynamic Occupancy Grid Mapping and Object Detection.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Simulation of High-Definition Pixel-Headlights.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Single Degree of Freedom Model Predictive Control with Variable Horizon.
Proceedings of the 2020 American Control Conference, 2020

Digitization of Matrix-Headlights That Move as in the Real Test Drive<sup>*</sup>.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2020

Feedforward for Lateral Trajectory Tracking of Automated Vehicles.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2020

Online Feedback Control for Driver-Vehicle Interaction in Automated Driving.
Proceedings of the Advances in Human Aspects of Transportation, 2020

2019
Benchmarking in classification and regression.
WIREs Data Mining Knowl. Discov., 2019

Predictive Driving: Fusing Prediction and Planning for Automated Highway Driving.
IEEE Trans. Intell. Veh., 2019

An Interaction-Aware Lane Change Behavior Planner for Automated Vehicles on Highways Based on Polygon Clipping.
IEEE Robotics Autom. Lett., 2019

Fahrstreifenerkennung mit Deep Learning für automatisierte Fahrfunktionen.
Autom., 2019

Maneuver Identification for Interaction-Aware Highway Lane Change Behavior Planning based on Polygon Clipping and Convex Optimization.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Probabilistic Lane Change Prediction using Gaussian Process Neural Networks.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Sampling-based Trajectory Planning and Control for a Collision Avoidance System.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Exploiting Controllability for Vibration Damping in Multiple Planes of Link-Elastic Robot Arms.
Proceedings of the IEEE International Conference on Mechatronics, 2019

Hardware-in-the-Loop-Simulation of the light distribution of automotive Matrix-LED-Headlights.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018
Dynamic Locomotion Gaits of a Compliantly Actuated Quadruped With SLIP-Like Articulated Legs Embodied in the Mechanical Design.
IEEE Robotics Autom. Lett., 2018

Environment Modeling for the Application in optimization-based Trajectory Planning.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Interaction-Aware Long-term Driving Situation Prediction.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Trajectory Prediction for Safety Critical Maneuvers in Automated Highway Driving.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Fast Multi-Task CNN for Spatial Understanding of Traffic Scenes.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

An Ad-hoc Sampling-based Planner for On-road Automated Driving.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Multi Stage Model Predictive Trajectory Set Approach for Collision Avoidance.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Semantic Mapping with Omnidirectional Vision.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Power Consumption Model of a Circulating Wet Runner Pump.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

Introduction of Model Predictive Control for the System Optimization of a Proportional Directional Control Valve.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

Model Predictive Trajectory Set Control with Adaptive Input Domain Discretization.
Proceedings of the 2018 Annual American Control Conference, 2018

Exploiting Sparse Structures in Nonlinear Model Predictive Control with Hypergraphs.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

Cascaded Evolutionary Multi-Objective System Optimization for a Proportional Directional Control Valve.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

2017
Integrated online trajectory planning and optimization in distinctive topologies.
Robotics Auton. Syst., 2017

Controllability and accessibility of vibrations in multiple planes on link-elastic robot arms.
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

Probabilistic time-to-lane-change prediction on highways.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

A combined recognition and segmentation model for urban traffic scene understanding.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Kinodynamic trajectory optimization and control for car-like robots.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Sparse shooting at adaptive temporal resolution for time-optimal model predictive control.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Time-Optimal nonlinear model predictive control with minimal control interventions.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

Model predictive trajectory set control for a proportional directional control valve.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

Online trajectory prediction and planning for social robot navigation.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2017

2016
On the Equivalence of Direct Strain Feedback and Lumped Parameter Wave Echo Control for Oscillation Damping of Elastic-Link Arms.
IEEE Robotics Autom. Lett., 2016

Adaptive sliding mode control of a pressure relief valve.
Elektrotech. Informationstechnik, 2016

Kontextmodellierung für Verkehrssituationen auf Grundlage von Kamerabildern.
Autom., 2016

Simulationsgestützte Optimierung von Gleitzustandsreglern für hydraulische Wegeventile.
Autom., 2016

Professor Helmut Schwarz zum 85. Geburtstag.
Autom., 2016

A real-time capable model predictive approach to lateral vehicle guidance.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Enabling sensorless control of a permanent magnet synchronous machine in the low speed region using saturation.
Proceedings of the IECON 2016, 2016

Convergence analysis of time-optimal model predictive control under limited computational resources.
Proceedings of the 15th European Control Conference, 2016

Lyapunov-based self-tuning of sliding surfaces - methodology and application to hydraulic valves.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016

2015
A Model Predictive Approach to Emergency Maneuvers in Critical Traffic Situations.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Object Classification in a High-Level Sensor Data Fusion Architecture for Advanced Driver Assistance Systems.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Link elasticity exploited for payload estimation and force control.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

A model predictive combined planning and control approach for guidance of automated vehicles.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2015

Timed-Elastic-Bands for time-optimal point-to-point nonlinear model predictive control.
Proceedings of the 14th European Control Conference, 2015

Planning of multiple robot trajectories in distinctive topologies.
Proceedings of the 2015 European Conference on Mobile Robots, 2015

Performance evaluation of nonlinear surfaces for sliding mode control of a hydraulic valve.
Proceedings of the 2015 IEEE Conference on Control Applications, 2015

2014
Control of Magnetic Shape Memory Actuators Using Observer-Based Inverse Hysteresis Approach.
IEEE Trans. Control. Syst. Technol., 2014

Prädiktive Regelung mit Timed-Elastic-Bands.
Autom., 2014

Driving simulator study on an emergency steering assist.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Dynamics identification of a damped multi elastic link robot arm under gravity.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
Observer-Based Compensation of Additive Periodic Torque Disturbances in Permanent Magnet Motors.
IEEE Trans. Ind. Informatics, 2013

Objective evaluation of software architectures in driver assistance systems.
Comput. Sci. Res. Dev., 2013

Vehicle2x data preprocessing for safety functions.
Proceedings of the 5th IEEE International Symposium on Wireless Vehicular Communications, 2013

Variable proportional-integral-resonant (PIR) control of actuators with harmonic disturbances.
Proceedings of the IEEE International Conference on Mechatronics, 2013

Efficient trajectory optimization using a sparse model.
Proceedings of the 2013 European Conference on Mobile Robots, 2013

Semantic classification of scenes and places with omnidirectional vision.
Proceedings of the 2013 European Conference on Mobile Robots, 2013

2012
Track-to-Track Fusion With Asynchronous Sensors Using Information Matrix Fusion for Surround Environment Perception.
IEEE Trans. Intell. Transp. Syst., 2012

On Providing Quality of Service in Grid Computing through Multi-objective Swarm-Based Knowledge Acquisition in Fuzzy Schedulers.
Int. J. Approx. Reason., 2012

Bildbasierte Regelung eines gliedelastischen Roboterarms mit einem RGB-D-Sensor.
Autom., 2012

Modeling and Observation of Hysteresis Lost Motion in Elastic Robot Joints.
Proceedings of the 10th IFAC Symposium on Robot Control, SyRoCo 2012, Dubrovnik, Croatia, 2012

A Matlab-Based Framework for the Remote Control of a 6DOF Robotic Arm for Education and Research in Control Theory.
Proceedings of the 9th IFAC Symposium Advances in Control Education, 2012

Trajectory modification considering dynamic constraints of autonomous robots.
Proceedings of the ROBOTIK 2012, 2012

A Multi-Link-Flexible Robot Arm Catching Thrown Balls.
Proceedings of the ROBOTIK 2012, 2012

Tool centered learning from demonstration for robotic arms with visual feedback.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Track-to-track fusion with asynchronous sensors and out-of-sequence tracks using information matrix fusion for advanced driver assistance systems.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Gaussian Mixture Models vs. Fuzzy Rule-Based Systems for Adaptive Meta-scheduling in Grid/Cloud Computing.
Proceedings of the Management Intelligent Systems - First International Symposium, 2012

Scene adaptive RGB-D based oscillation sensing for a multi flexible link robot arm in unstructured dynamic environments.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Predictive Delay Compensation for Camera Based Oscillation Damping of a Multi Link Flexible Robot.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

2011
Struktur- und Parameteridentifikation mit Evolutionären Algorithmen.
Autom., 2011

Data based kinematic model of a multi-flexible-link robot arm for varying payloads.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Vibration control of a multi-flexible-link robot arm under gravity.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Object existence probability fusion using dempster-shafer theory in a high-level sensor data fusion architecture.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

Ensemble of experts for robust floor-obstacle segmentation of omnidirectional images for mobile robot visual navigation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Scenario and context specific visual robot behavior learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Detecting Free Space and Obstacles in Omnidirectional Images.
Proceedings of the Intelligent Robotics and Applications - 4th International Conference, 2011

Situated Learning of Visual Robot Behaviors.
Proceedings of the Intelligent Robotics and Applications - 4th International Conference, 2011

Structure and parameter identification of nonlinear systems with an evolution strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Robot Programming by Demonstration.
Proceedings of the Simulation, Modeling, and Programming for Autonomous Robots, 2010

Entwicklung eines objektiven Bewertungsverfahrens für Softwarearchitekturen im Bereich Fahrerassistenz.
Proceedings of the Software Engineering 2010, 2010

Markerless Visual Vibration Damping of a 3-DOF Flexible Link Robot Arm.
Proceedings of the ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany, 2010

Floor segmentation of omnidirectional images for mobile robot visual navigation.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Attitude estimation and control of a quadrocopter.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization.
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Multiobjective evolutionary structural optimization for system identification and controller design.
Proceedings of the 4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2010

Discrete dynamic Preisach model for robust inverse control of hysteresis systems.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Modeling and Identification of Elastic Robot Joints With Hysteresis and Backlash.
IEEE Trans. Ind. Electron., 2009

Multi-Objective Optimization with Controlled Model Assisted Evolution Strategies.
Evol. Comput., 2009

Vergleich datenbasierter Lernverfahren für den Einsatz in der Zylinderdruckmodellierung (Comparative Analysis of Data Based Modeling Techniques for Cylinder Pressure Modeling).
Autom., 2009

Multikriterielle Optimierung mit <i>lambda</i>-geregelten modellgestützten Evolutionsstrategien (Model Assisted Multiobjective Optimization with <i>lambda</i>-Control).
Autom., 2009

Image Signal Processing for Visual Door Passing with an Omnidirectional Camera.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Vibration control of a multi-link flexible robot arm with Fiber-Bragg-Grating sensors.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008
Comparison of ASCET and UML - Preparations for an Abstract Software Architecture.
Proceedings of the Forum on specification and Design Languages, 2008

2007
Bildbasierte Navigation eines mobilen Roboters mittels omnidirektionaler und schwenkbarer Kamera.
Proceedings of the Autonome Mobile Systeme 2007, 2007

2002
A Process Model for Distributed Development of Networked Mechatronic Components in Motor Vehicles.
Proceedings of the 10th Anniversary IEEE Joint International Conference on Requirements Engineering (RE 2002), 2002

2001
UML Meta Model Extensions for Specifying Functional Requirements of Mechatronic Components in Vehicles.
Proceedings of the OMER, 2001

1995
Zur systematischen Analyse und Synthese nichtlinearer Systeme mit Fuzzy-Logik.
PhD thesis, 1995

1993
Analytische Beschreibung eines Fuzzy-Systems und ihre Anwendung.
Proceedings of the Fuzzy Logic, 1993


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