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58,80 €ISBN 978-3-8440-9531-9Gebundene Ausgabe198 Seiten86 Abbildungen653 g24 x 17 cmEnglischDissertation
Juni 2024
Marco Braun
Deep Learning Methods for Velocity Estimation based on Automotive Radar Data
Utilization of Doppler Effects for Environment Perception
Identification of object velocities in the vicinity of self-driving vehicles is of exceptional importance as it provides insights into the evolving environment. To satisfy this demand, this thesis addresses a holistic approach to environment perception, with a particular focus on velocity estimation. Specifically, pioneering artificial intelligence methods are developed to process automotive radar data.
Schlagwörter: Radar Machine Learning; Doppler Disambiguation; Deep Learning; Artificial Intelligence; Velocity Estimation
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