SYSTEMS METHODS AND APPARATUS FOR DEEP-LEARNING MULTIDIMENSIONAL DETECTION SEGMENTATION AND CLASSIFICATION
An object detection system in a surrounding environment of a vehicle. The detection system comprising, a radar, and a processing unit. The radar comprising a transmitter, a receiver, and an ultra-low phase-noise frequency synthesizer. The detection system gathers electromagnetic data of the objects...
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Sprache: | eng |
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Zusammenfassung: | An object detection system in a surrounding environment of a vehicle. The detection system comprising, a radar, and a processing unit. The radar comprising a transmitter, a receiver, and an ultra-low phase-noise frequency synthesizer. The detection system gathers electromagnetic data of the objects from radio signal received by the receiver; classify each of the objects by analyzing the gathered electromagnetic data; continuously compare classifications and object detections to immediate past classifications and object detections, and to previously classified and detected objects; continuously validate current, immediate past, and past object detections; generate a three-dimensional electromagnetic-map of the surrounding environment by utilizing the electromagnetic signatures of each of the classified objects; and reclassify objects and combine the generated three-dimensional electromagnetic map with one of a geographical-map, a physical map, or a combination thereof to determine a direction and a distance of each of the one or more classified objects from the system. |
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