This whitepaper explains how advanced sensing technologies—particularly radar enhanced with AI and machine learning—are transforming parking automation from a convenience feature into a safety-critical capability. It highlights how radar’s longer range, robustness in poor conditions, and ability to detect and classify objects improve parking performance compared to traditional ultrasonic and camera-based systems. By combining radar with sensor fusion and intelligent algorithms, vehicles can identify parking spaces earlier, navigate complex environments, and execute maneuvers safely. The paper also outlines advanced features such as automated park assist, memory-based parking, remote parking, and smart summon, demonstrating how improved perception and mapping enable higher levels of automat

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