2018 · 51 citations · 12 references
EngineeringAutomotive EngineeringElectrical EngineeringAutonomous VehiclesPropagationVehicle TestingMultipath PropagationObstacle DetectionRadar SystemsRadar Wave PropagationReflectionVehicle PerceptionMultipath ModelingMultipath Signal PropagationRadar Beam PropagationRadar LocalizationScattering By ObstaclesSignal Propagation ModelingSurface ReflectionsVehicle-environment Interaction
Future use of high-resolution near range radar sensors for vehicle environment perception is facing challenges in terms of detection and correct assignment of multipath reflections (false-positives) from surfaces and obstacles. This paper presents a novel geometric model to determine the relative positions from surrounding targets and reflection surfaces assuming that every object moves on a circular path to a mutual center. Principles of electromagnetic wave propagation under consideration of incident wave angles at potential reflection surfaces are described. Radar measurements illuminating an experimental target and a highway barrier as reflection surface, which reproducibly generates several multipath reflections, were carried out in a deterministic test environment and validate our presented methods. The installation of absorption material at intense reflection areas was conducted as countermeasure to reduce the intensity of false-positive detections. Furthermore, a realistic urban driving scenario using a real vehicle as target object and a building wall was reconstructed to proof field relevance.
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A Note on a Simple Transmission Formula
H.T. Friis · Proceedings of the IRE · 1946 · 2.2K citations
Maximum entropy spectral analysis
John P. Burg · Medical Entomology and Zoology · 1967 · 1.9K citations
Range Doppler detection for automotive FMCW radars
Volker Winkler · 2007 · 305 citations
Engineering, Automotive Engineering, Electrical Engineering +17