Niels Koch

Speaker

Niels Koch

Component Owner Radar Systems for Driver Assistance, Audi AG

Niels Koch is a Component Owner of Radar Systems for Driver Assistance at AUDI AG with over 8 years of experience in the automotive industry.

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Sessions

What are the key technical improvements in radar sensors over the past few years, and how do they enhance vehicle perception systems?

3 | Icebreaker

Sunday, September 28

08:00 pm - 10:00 pm

Live in Berlin

Less Details

How does radar technology compare to other sensors like LiDAR and cameras in terms of reliability, cost-effectiveness, and performance in diverse driving conditions?
What are the current challenges in integrating radar with other sensor modalities, and how can sensor fusion be optimized for more accurate decision-making?
How are regulations and standards for radar-based systems evolving, and what impact do these changes have on the global deployment of AVs?

Workshop

How can data processing and sensor fusion be optimized to improve the reliability and safety of AVs in complex driving environments?

1 | Challenge Your Peers

Monday, September 29

04:30 pm - 05:30 pm

Live in Berlin

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What are the latest advancements in ML and AI that can enhance the real-time processing capabilities of AVs?
What are the benefits and drawbacks of centralized vs. decentralized sensor fusion architectures?
How can AV systems manage and mitigate the impact of sensor data inconsistencies and failures?
What role does redundancy play in creating robust sensor fusion frameworks?
What are the key challenges in achieving real-time data processing for high-speed decision-making in AVs?

Workshop

Company

Audi AG

www.audi.com

Progress is in our DNA. It’s not just in our cars, but also in us. The focus at Audi is on us – the people – and we are shaping the future of mobility together. With our inner drive. With the aim to continuously improve. With our mindset, courage and confidence. Because progress develops in the mind – and in the heart!

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