Software Series 9: What is Data Driven Development?
Collecting vast amounts of driving data and using it to create test scenarios
2023/12/18
- Summary
- Data utilization is essential in the development of advanced autonomous driving systems
- Automation is the key to sorting data
- Create "scenarios" and evaluate software
Summary
A method called "data-driven development" is expanding in the development of autonomous driving systems. In the software development world, data-driven development is generally referred to as data-driven software development, but in the development of in-vehicle software, the term is often used in the development of ADAS (advanced driver assistance systems) and autonomous driving software. In software for ADAS and autonomous driving, it is necessary to actually drive test vehicles and collect data under various conditions, and reflect the results in order to be able to respond to events that engineers may not have anticipated. However, the amount of actual driving data is enormous, and only a small portion of it is actually utilized. The challenge is how to retrieve the necessary data efficiently.
Software Series report:
Software Series 8: OEM Software Strategies (4) Exploring Tesla's software strategy (Nov. 2023)
Software Series 7: OEM Software Strategies (3) Exploring the software strategy of Sony Honda Mobility (Oct. 2023)
Software Series 6: OEM Software Strategies (2) What Toyota's Arene OS is aiming for (Sep. 2023)
Software Series 5: OEM Software Strategies (1) Volkswagen aims for significant increase in software sales (Aug. 2023)
Software Series 4: SDVs Explained (4/4) What are Amazon's SDV use cases? (Jul. 2023)
Software Series 3: SDVs Explained (3/4) Vehicle E/E Architecture Changing with SDV (Jul. 2023)
Software Series 2: SDVs Explained (2/4) What kind of value are finished vehicle manufacturers trying to create with SDVs? (May. 2023)
Software Series 1: SDVs Explained (1/4) Increasing attention to vehicle software as CASE dramatically changes value of cars (Apr. 2023)
Related reports:
Software-Defined Vehicles: Impact on ADAS and AVs (Apr. 2023)
Free membership registration allows you to read the rest of the article for a limited time.