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Discover cutting-edge advancements in sensor technologies, data-driven safety strategies, and annotation best practices that are shaping autonomous vehicle perception. From radar signal processing to inertial sensors, hazardous scenario detection, and large-scale data annotation, this track explores the tools and techniques that ensure safer, smarter, and more reliable AV systems.