InCabin USA

9-11 June, 2026

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Huntington Place, Detroit

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#incabinusa

Building the Foundation of Next-Generation Autonomy: An Inside Look at End-to-End ADAS Architectures

InCabin

USA

Roundtables

The evolution toward L2++ and L3 autonomy demands a fundamental shift in how we architect autonomous vehicles across the entire ecosystem—from detection to decision. This roundtable will explore the holistic approach needed for next-generation ADAS capabilities, examining how sensor fusion, zonal networking, and edge AI processing must work seamlessly together. We’ll dive into the transition to centralized compute models, the critical role of high-bandwidth networking protocols like Ethernet, and how emerging multi-sensor architectures are redefining vehicle perception. The discussion will address real-world implementation challenges and design tradeoffs for delivering robust ADAS solutions that help carmakers achieve their vision of a safer driving experience.

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