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November 3, 2025

Overview of Vehicle-mounted 4D Millimetre Wave Radar Technology

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Systematic review highlights target detection and super-resolution algorithms, suggesting improvements in automotive radar systems.

Super-resolution algorithms significantly enhance target detection, yet struggle with computational complexity, impacting performance.
Signal processing algorithms like compressed sensing provide innovative solutions, although they face challenges in real-time applications.
Clustering algorithms such as improved 3D PG-DBSCAN enhance adaptability to dynamic scenes, indicating a need for optimization in radar technology.
Proposed coherent information-fused techniques could support high-precision detection and processing in vehicle-mounted systems.

Junhao Li (2025) studied this question.

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