R Ravindran, MJ Santora, MM Jamali - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Multi-object detection and multi-object-tracking in diverse driving situations is the main challenge in autonomous vehicles. Vehicle manufacturers and research organizations are …
Next-generation automotive radars provide elevation data in addition to range-, azimuth-and Doppler velocity. In this experimental study, we apply a state-of-the-art object detector …
A Venon, Y Dupuis, P Vasseur… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
MmWave (millimeter wave) Frequency Modulated Continuous Waves (FMCW) RADARs are sensors based on frequency-modulated electromagnetic which see their environment in 3D …
Various autonomous or assisted driving strategies have been facilitated through the accurate and reliable perception of the environment around a vehicle. Among the commonly …
B Major, D Fontijne, A Ansari… - Proceedings of the …, 2019 - openaccess.thecvf.com
Radar has been a key enabler of advanced driver assistance systems in automotive for over two decades. Being an inexpensive, all-weather and long-range sensor that simultaneously …
S Yao, R Guan, X Huang, Z Li, X Sha… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Driven by deep learning techniques, perception technology in autonomous driving has developed rapidly in recent years, enabling vehicles to accurately detect and interpret …
X Gao, G Xing, S Roy, H Liu - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Millimeter-wave (mmW) radars are being increasingly integrated into commercial vehicles to support new advanced driver-assistance systems (ADAS) by enabling robust and high …
With the deployment of radar in versatile scenarios and a wide variety of potential targets, demand for automatic classification of various targets is increasing. The wide variety of radar …
A Palffy, J Dong, JFP Kooij… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
This letter presents a novel radar based, single-frame, multi-class detection method for moving road users (pedestrian, cyclist, car), which utilizes low-level radar cube data. The …