Deep Learning Methods for Velocity Estimation based on Automotive Radar Data

Utilization of Doppler Effects for Environment Perception

Marco Braun (Autor)

Buch | Hardcover

195 Seiten

2024
Shaker (Verlag)
978-3-8440-9531-9 (ISBN)

Infos

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.

Produkt-Details

• Erscheinungsdatum: 19.07.2024
• Reihe/Serie: Berichte aus der Elektrotechnik
• Verlagsort: Düren
• Sprache: englisch
• Maße: 170 x 240 mm
• Gewicht: 653 g
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: Artificial Intelligence • Deep learning • Doppler Disambiguation • Radar Machine Learning • velocity estimation
• ISBN-10: 3-8440-9531-4 / 3844095314
• ISBN-13: 978-3-8440-9531-9 / 9783844095319
• Zustand: Neuware