Mobility

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Intelligent mobility starts here

We develop mobility concepts of tomorrow

Together with our partners, we develop in the FZI Living Lab Future Mobility Forward-looking software and hardware solutions for intelligent mobility and sustainable transport of the future. Our focus: automated and autonomous vehicles that intelligently perceive Car2X communication and powerful hardware architectures, Car2X communication, and powerful hardware architectures, intelligently perceive their surroundings, anticipate traffic situations, and move safely in connected road traffic. From virtual test environments and trials in real-world laboratories to the development of open algorithms, we create a practical environment for research and development.

Get in touch with us if you want to actively shape the mobility of tomorrow.

Arrange a no-obligation consultation
Reference projects

Mobility solutions for your requirements

This is how we can support you

Take advantage of our customized technologies to increase your efficiency and tap into new potential.

Virtual traffic areas

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Measurement and test drives

  • Processing and refinement of measurement data
  • Evaluation of sensors and algorithms
  • Consulting on evaluation concepts for sensor data
  • Integration of the required hardware and software
  • Consolidation and merge as a study
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ROS2-based ecosystems in vehicles

  • Implementation consulting
  • Driver development for sensors and V2X control units
  • Training courses on development and implementation
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Connected driving in the Test Area Autonomous Driving Baden-Württemberg (TAF BW)

  • Advice on implementing measurement campaigns in TAF-BW
  • Development of cooperative driving functions
  • Conducting training courses on data analysis for smart transport infrastructures
Arrange initial consultation
To TAF BW real laboratory

Automated and connected driving

  • Design of test vehicles
  • Development of sensor, computer, and activation concepts
  • Support with the approval concept
  • Use Cases
  • Operational setup of automated vehicles
  • Implementation of PoCs for automated driving
  • Connection to customer-specific backends
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Open source/open data in automated vehicles and smart infrastructure

  • Consulting for sensor data processing
  • Workshops and trainings
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Multimodal sensor calibration

  • Extrinsic and intrinsic calibration for camera, LiDA
  • Online sensor calibration while driving for automatic correction of sensor drift and dynamic readjustment
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Scene understanding and object semantics

  • Semantic 3D environment models from multimodal sensor data (camera, LiDAR, radar) for ODD analysis
  • Self-monitored learning for robust object and event classification; reduction of labeling effort
  • Domain and weather adaptation for night, rain, fog – including benchmarking and transfer tuning
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Safe and risk-aware decision-making

  • Formal safety layers (RSS, set-based methods) for real-time verification of planners
  • Risk-aware MPC + reinforcement learning for adaptive, non-overcautious driving behavior
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Motion prediction and planning with transformer models

  • Development of motion transformers for multi-track, heterogeneous scenarios (vehicle + VRU)
  • Differentiable coupling of prediction and planning, including real-time optimization on GPU/edge
  • Low-redundancy representations for robust prediction even with missing or faulty sensor data
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Mapping and localization for autonomous systems

  • SLAM-based mapping with camera and LiDAR in urban and unstructured environments
  • High-definition maps for autonomous vehicles: creation, updating, and management of semantic maps
  • Real-time localization with multi-sensor fusion for high-precision vehicle tracking (GNSS, odometry, visual odometry, LiDAR matching)
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End-to-End driving model

  • Training of sensor-to-action networks (camera, radar control commands) based on real and synthetic data sets
  • Development of safety monitoring architectures for E2E models
  • Prototype implementation on test vehicles
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Test subject studies UX and user acceptance

  • Conducting user studies in the field of human-machine interaction, for example., in human-robot interaction or driver-vehicle interaction
  • Investigation of ergonomics, user acceptance, and user experience
  • Study planning and implementation
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Flexible, project-based, or long-term

This is how you can collaborate with us

Whether you need short-term project support or a long-term strategic partnership, we offer various cooperation models tailored to your needs.

Project-based cooperation

Services provided by the FZI:
  • Team of research scientists at the FZI works on the project at short notice
  • Support from experienced postdoc project managers at the FZI
  • Larger use cases can be achieved through several smaller projects
  • Short-term cooperation
 Your benefit:
  • Handling of larger projects and interlinked small projects
  • Access to the FZI/KIT network during the project period, including thesis writers for the recruitment of young talent
  • Project manager as a permanent contact person
  • Long-term projects in one or more related subject areas
Arrange initial consultation

Long-term cooperation with project team

Services provided by FZI:
  • A Team of research scientists at the FZI is flexibly assembled depending on the topic
  • Support from experienced post-doc project managers at the FZI
  • Development of a larger, longer-term use case and its implementation or several small projects
  • Long-term cooperation model with flexible time frame
 Your benefit:
  • Handling of larger projects and interlinked interrelated small projects
  • Access to the FZI/KIT network during the project period, including thesis writers for recruiting young talent
  • Project manager as a permanent contact person
  • Long-term projects in one or more related subject areas


Arrange initial consultation

Long-term cooperation with a permanent contact person

Services provided by the FZI:
  • Research scientist at the FZI works permanently on the project.
  • Support from experienced postdoc project managers at the FZI
  • Possibility of promotion for the scientist on-site (in-depth competence development equivalent to a doctoral thesis)
  • Development of a larger, longer-term case study and its implementation
  • Cooperation model for at least two years with a fixed annual price
 Your advantages:
  • Working on larger projects
  • Access to the FZI/KIT network during the project period, including thesis writers for recruiting young talent
  • Doctoral student as permanent contact person, regular steering committee meetings to discuss topics
  • Possibility of having a research scientist on site for exchange
  • Long-term projects in a specific subject area
Arrange initial consultation

Project-based cooperation

Services provided by the FZI:

  • Research scientist at the FZI works
    permanently on the project.

  • Support from experienced postdoc project managers at the FZI
  • Possibility of promotion for the scientist on-site
    (in-depth competence development equivalent to a doctoral thesis)
  • Development of a larger, longer-term case study and
    its implementation
  • Cooperation model for at least two years with a fixed annual
    price
 Your advantages:

  • Working on larger projects
  • Access to the FZI/KIT network during the project period,
    including thesis writers for
    recruiting young talent
  • Doctoral student as permanent contact person,
    regular steering committee meetings to
    discuss topics
  • Possibility of having a research scientist
    on site for exchange
  • Long-term projects in a specific subject area

Arrange initial consultation

Long-term cooperation with project team

Services provided by FZI:

  • Team of research scientists at FZI is
    flexibly assembled depending on the topic
  • Support from experienced postdoc project managers
    at the FZI
  • Development of a larger, longer-term use case
    and its implementation or several small projects
  • Long-term cooperation model with flexible
    time frame

Your advantages:

  • Handling of larger projects and interlinked small projects
  • Access to the FZI/KIT network during the project period, including thesis writers for the recruitment of young talent
  • Project manager as a permanent contact person
  • Long-term projects in one or more related subject areas
Arrange initial consultation

Long-term cooperation with a permanent contact person

Services provided by the FZI:

  • Research scientist at the FZI works
    permanently on the project. Support from experienced postdoc project managers
    at the FZI (competence development at the level of a doctoral thesis)
  • Development of a larger, longer-term case and
    its implementation
  • Cooperation model over at least 2 years with an annual
    fixed price

Your benefit:

  • Work on larger projects
  • Access to the FZI/KIT network during the project period, including thesis writers for the recruitment of young talent
  • Doctoral candidate as permanent contact person,
    regular steering committee meetings to discuss topics
  • opportunity to have the research scientist on-site for dialogue
  • long-term projects in a specific subject area
Arrange initial consultation

Mobility

Reference projects

See here some selected reference projects in the Mobility field.

just better DATA

Efficient and highly accurate data generation for AI applications in autonomous driving

HAL4SDV

Standardized interfaces for greater speed, safety, and sovereignty in vehicle development

Medicar 4.0

New approaches for interconnected hospital logistics

FlexTools

The modular toolbox for flexible robotics, tailored to the needs of small and medium-sized automotive suppliers

CeCaS

Supercomputing Platform for Highly Automated Vehicles

MINGA

Munich’s Automated Public Transport with Ridepooling, Solo Bus and Bus Platoons

RepliCar

Reference sensor platform for high-precision sensor validation for automated driving

All research projects
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Do you have an individual request or need information
on our portfolio? Please feel free to contact us!

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Alexander Viehl

Division Manager ISPE