Simulation of Urban Automotive Radar Measurements for Deep Learning Target Detection
Author:
Affiliation:
1. Fraunhofer FHR Institute for High Frequency Physics and Radar Techniques,Wachtberg,Germany,53343
2. Technical University of Munich, Arcisstr. 21,Associate Professorship of Microwave Engineering,München,Germany,80333
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9826996/9826997/09827284.pdf?arnumber=9827284
Reference23 articles.
1. High resolution automotive radar measurements of vulnerable road users – pedestrians cyclists;schubert;2015 IEEE MTT-S International Conference on Microwaves for Intelligent Mobility (ICMIM),2015
2. Extraction of Scattering Centers Using a 77 GHz FMCW Radar
3. Machine Learning-Based Radar Perception for Autonomous Vehicles Using Full Physics Simulation
4. A multi-reflection-point target model for classification of pedestrians by automotive radar
5. Radar reflection characteristics of vehicles for contour and feature estimation
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2. Virtually Augmented Radar Measurements With Hardware Radar Target Simulators for Machine Learning Applications;IEEE Sensors Letters;2024-03
3. Transfer Learning in Automotive Radar Using Simulated Training Data Sets;2023 24th International Radar Symposium (IRS);2023-05-24
4. Multipath in Automotive MIMO SAR Imaging;IEEE Transactions on Geoscience and Remote Sensing;2023
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