Honda Research Institute on data management system for ADAS and AD systems
What is your role at Honda when it comes to ADAS and AD topics?
My focus is on software architecture, software design, integration infrastructures and tools.
I am in charge on the software design of ADAS and AD projects and on the research and development of middleware/tools for supporting creation of such systems.
(We are organized with a matrix structure between competences and projects)
One of the main challenges in the area of testing of ADAS and autonomous cars is the management of test data. What, in your experience, are the main challenges when it comes to test data?
The main challenges we experienced are:
- Data formats: Handling the plurality of data formats coming out from the different projects/platforms
- Data Management Infrastructure: Having a data management infrastructure able to support big-data, different recording formats, automatic/manual labelling, efficient search and fast access to relevant recording segments for the different projects (we are currently developing such a data management infrastructure, as well as looking around on the coming infrastructure in the market)
- Teaching: Instructing and educating teams for a correct data creation and data infrastructure usage
- Global Coordination: coordinating activities in this domain at global level, since, the data management problem is present at Honda world-wide level.