The Main Sensing Technologies for ADAS/AV and In-Cabin Applications at Auto China 2026
Brian gives a rundown of all the innovative ADAS/AV and In-Cabin technology highlights showcased at Auto China 2026.
InCabin Partner with ITS America Conference & Expo
AutoSens & InCabin Partner with ITS America Conference & Expo to Strengthen Industry Collaboration at Detroit 2026 Events.
AI in In-Cabin Systems: Real-Time Safety at the Edge
As in-cabin systems evolve from passive monitoring tools to active safety and decision-making layers, AI is fundamentally reshaping how vehicles interpret occupant state, behaviour, and intent. No longer limited to detecting isolated signals, modern systems are beginning to contextualise what is happening inside the vehicle in real time- enabling faster, more intelligent responses to critical scenarios. Drawing on over a decade of experience across safety-critical automotive systems, Vamsi Krishna Konka explores how AI is driving this shift, alongside the technical and ethical challenges that come with deploying real-time, privacy-conscious intelligence at the edge.
Scaling In-Cabin Safety: From Sensors to System-Level Integration
Scale in-cabin safety with AI, multi-modal sensing, and system-level integration. Insights from Magna and Brighter Signals on data, architecture, and safety.
Why Context Matters More Than Detection in Driver Monitoring
Most driver monitoring systems are built on rule-based logic and fixed thresholds.
These approaches are straightforward to implement and validate, but they struggle to capture the variability of real-world driving. The same behaviour can represent very different levels of risk depending on vehicle dynamics, road environment, and task load.
From Monitoring to Understanding: The Next Phase of In-Cabin Safety
Discover how Smart Eye is tackling the shift from driver monitoring to full cabin understanding and adaptive safety systems at InCabin USA 2026.
NASCAR Driver Safety: Advancements and Future Opportunities
NASCAR is the most followed stock car racing series in the world, and a sport that has witnessed a safety evolution throughout its history. What started as unstructured racing on the beaches of Daytona has now become a highly technologically advanced sport, with top drivers, engineers, technicians, and on-field crew working together to make the cars faster on the track.
As a result, driver safety is treated as a top priority and is addressed through vehicle design, track layout, advanced data acquisition, computer simulations, and rigorous testing. The development of NASCAR driver safety features reflects a sustained effort towards a more proactive, engineering-led approach focused on continuous evaluation and improvement.
Real-Time In-Cabin Safety in Software-Defined Vehicles
In-cabin safety is shifting to integrated, AI-driven systems that interpret occupant behaviour in real time to improve safety and experience.
Keeping Ears on the Road: Robust Exterior Audio Sensing Without Acoustic Ports
As vehicles become more human-centred environments, the way we interact with them is evolving beyond screens and touchpoints.
At InCabin USA 2026, Syntiant will showcase a live demo exploring how audio can extend interaction beyond the cabin, enabling vehicles to respond to the world around them as well as the occupants inside.
In this preview, they outline why exterior audio sensing has remained a technical challenge, and how a new approach – combining novel sensing hardware with on-device AI – enables reliable detection of meaningful acoustic events, from emergency sirens to spoken commands, in real-world automotive conditions.
Navigating Complexity and Defining Identity: A Conversation with Riley Keehn on Policy, AI, and the Future of Automotive
We are excited to welcome Riley Keehn- SBD Automotive, Sr. Consultant from Regulatory and Government Affairs to InCabin USA 2026