Blog

Case Study: Promises and challenges for Safety of connected and collaborative AV’s

Connectivity and digital infrastructures promise to promote road traffic safety and performance – in particular by closing the so called “information gap” to improve the safety/performance balance and assisting in monitoring emerging traffic behaviors. Despite efforts made, however, the involved stakeholders have not been able to reap synergies for collaborative traffic systems. The remaining challengesRead more

Case Study: What are the FuSa specific challenges of DNN’s

AI/ML technologies are more and more used for vehicle features supporting autonomous driving. As solutions are developing towards SAE levels L3, L4 and L5 more and more responsibility is shifted from human beings to E/E-systems. Consequently, more malfunctions are becoming FS-relevant and features are subject to an increasing number of safety requirements. Pattern recognition isRead more

Case Study: Simulation for AD – escape from reality

Using simulation / SIL to test AD software is a massive challenge. SBT, Scenario Based Testing is a popular approach to tackle the problem. The audience is invited behind the scenes to see how scenarios can be gathered, how such scenarios can be expanded to increase coverage, and finally how we can avoid drowning inRead more

1 | Challenge Your Peers: What strategies can effectively navigate the AV safety landscape and promote a holistic approach in managing FuSa, SOTIF, and cybersecurity?

How can we effectively bring together various automotive safety management systems? What strategies can be employed to ensure a holistic approach to AV safety? How to integrate FuSa, SOTIF, and cybersecurity topics to create a comprehensive safety framework? What are the key considerations for aligning and interconnecting different safety aspects within the AV industry? WhatRead more

Case Study: Enabling Virtual Test & Validation – Practical example for GaiaX Trust Ankers creating Digital Identities for Decentralized Open Data Markets in ENVITED

The goal of a virtually enhanced homologation process through the usage of driving simulators relies on the quality of the data used as input for the simulation. If HD Maps, driver models, scenarios, or sensor models, the integration of such elements in various systems throughout deep supply chains demand a common understanding brought by standardsRead more

Innovusion Demo Ride: Falcon Kinetic LiDAR: Experience A New Vision in Automotive Sensing Live!

Witness a transformative drive through Berlin as our Falcon Kinetic LiDAR, mounted atop an electric NIO vehicle, offers a live demonstration of its unparalleled point cloud generation capabilities. This unique opportunity allows you to not only view the raw data captured by our LiDAR but also observe its real-time transmission fused with radars and camerasRead more

Start-up Session: Start-Ups – Innovations – How can I get involved?

You are looking for new AI-based technologies in the field of self-driving cars? Your company is interested in new industry collaborations? You’re searching for the right start-ups to help you really get things rolling? Look no further: Auto Scale puts you in touch with start-ups who have what it takes to put your business onRead more

Innovusion Demo Ride: Falcon Kinetic LiDAR: Experience A New Vision in Automotive Sensing Live!

Witness a transformative drive through Berlin as our Falcon Kinetic LiDAR, mounted atop an electric NIO vehicle, offers a live demonstration of its unparalleled point cloud generation capabilities. This unique opportunity allows you to not only view the raw data captured by our LiDAR but also observe its real-time transmission fused with radars and camerasRead more

Solution Study: Custom Synthetic Data for Data-centric AI

In this presentation, our exploration centers around creating customized synthetic data for Data-centric AI in the context of autonomous driving. We delve into tailored generative models designed to meet specific customer requirements. Additionally, we incorporate simulation to enhance data diversity and volume. This fusion bolsters critical aspects like object detection and semantic segmentation, propelling theRead more

5 | Strategy Café: How to prove the safety of highly automated vehicles and transport network during and after production?

How safe is safe enough – Who should decide on a generic safety target for driverless vehicle or shuttle?  What approach to estimate the acceptance criteria for driverless vehicle or shuttle?  Is it safe to release a driverless vehicle or shuttle for public road testing? How to align development/testing processes with the constantly changing regulationsRead more