METHOD AND APPARATUS FOR OBJECT DETECTION USING A BEAM STEERING RADAR AND CONVOLUTIONAL NEURAL NETWORK SYSTEM

Examples disclosed herein relate to a radar system in an autonomous vehicle for object detection and classification. The radar system has a radar module with at least one beam steering antenna, a transceiver, and a scan parameter control adapted to adjust a set of scan parameters for the transceiver...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser:	HARRISON, Matthew, VÖLKEL, Armin R
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	ANALOGOUS ARRANGEMENTS USING OTHER WAVES DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES MEASURING PHYSICS RADIO DIRECTION-FINDING RADIO NAVIGATION TESTING
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Beschreibung
Zusammenfassung:	Examples disclosed herein relate to a radar system in an autonomous vehicle for object detection and classification. The radar system has a radar module with at least one beam steering antenna, a transceiver, and a scan parameter control adapted to adjust a set of scan parameters for the transceiver, and a perception module having a machine learning module and a classifier to detect and classify objects in a path and surrounding environment of the autonomous vehicle, the perception module to transmit object data and radar control information to the radar module.