AI empowerment for 4D millimeter wave imaging radar—enhancing forward perception capability for assisted driving AI empowerment for 4D millimeter wave imaging radar—enhancing forward perception capability for assisted driving Hikvision Automotive WHST 2025-04-18 16:53 Hebei 01 As the assembly rate for L2+/L2++ gradually rises, the frequency of using NOA functions during driving also increases. Consequently, accidents caused by drivers overly relying on assisted driving systems and driving distracted are frequently reported. Especially in bad weather, at night, in construction zones, and in blocked road segments, accidents tend to happen more due to the limitations of visual perception and ordinary 3D millimeter wave front radar recognition. Behind this issue lies the choice of intelligent assisted driving systems to use pure vision or ordinary 3D millimeter wave radar as the main solution for forward detection. With current technical capabilities, pure vision perception strug
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