Blog

In this presentation, our team envisions and presents a concept Level 5 HMI using a VR headset, showcasing an HMI based on haptic knobs and an augmented reality windshield. With this premise, the control language adapts to the rider/occupant, and activity shifts from driving to work and relaxation. How might this control language now accommodateRead more

In our keynote, we delve into various AI model training strategies, comparing the use of real-world data and synthetic data. Through practical examples, we examine the unique characteristics, advantages, and limitations of each approach. And we raise a crucial question: What is real anyway? Explaining that also real-world data are synthetic in some respect., ourRead more

What specific information do teleoperators require from in-cabin sensors in addition to external environment sensing? Which in-cabin sensors could contribute to enhanced safety in vehicle teleoperations? What essential components, such as screens, cameras, and microphones, are crucial for successful teleoperation inside the teleoperated car, distinct from DMS? How does the exchange of data with in-cabinRead more

In today’s dynamic landscape, it is crucial to assess the impact on key stakeholders such as OEMs, Tier 1, and suppliers within the regulatory frameworks of the USA, Europe, and Asia. Navigating these regulations is essential for the effective deployment of In-Cabin Sensing technologies and ensuring compliance with evolving safety standards. With the transitions fromRead more

How should we design HMI for new EV mental models? Can we reduce charging anxiety through UX? Is range anxiety just a result of poor UX? Charging anxiety. Data problem or UX problem?Read more

How can we collect accurate neurophysio-behavioral-subjective data for reliable driver-state monitoring? What methods ensure consistent and reliable behavioral inputs for DMS? What challenges arise when aligning a system’s algorithm output with actual driver states? How do varying conditions and driver demographics affect the accuracy of ground truth data? What strategies ensure ground truth data coversRead more

This presentation delves into the realm of car sickness within the context of autonomous vehicles (AVs). With the increasing adoption of self-driving cars, understanding and addressing passenger discomfort due to motion sickness is paramount. Leveraging in-car cameras, infrared, and thermography technologies, TNO’s team explores innovative methods to monitor occupants’ physiological responses and driver states. ThroughRead more

In the progression towards higher levels of autonomy in vehicles, understanding the dynamics of transitioning control between autonomous systems and drivers is paramount. This presentation delves into the critical role of Driver State Monitoring in Level 3 and Level 4 autonomous vehicles, highlighting the challenging relationship between rising autonomy and lowering human performance. We emphasizeRead more

This presentation will delve into the transformative potential of biometric technologies in vehicles, revolutionizing the way we interact with and personalize our driving environments. From facial recognition to heartbeat monitoring, we will uncover how these innovations not only enhance security but also elevate comfort and convenience for occupants. Discover the promises and challenges of integratingRead more

The official registration for the conference: Pick up your name badge, have your Polaroid photo taken for our Community Wall, use our matchmaking app and its personalized suggestions to make first contacts, and schedule meetings with your peers and potential business partners. Welcome to the event!Read more