4d millimeter-wave radar in autonomous driving: A survey

Z Han, J Wang, Z Xu, S Yang, L He, S Xu… - arXiv preprint arXiv …, 2023 - arxiv.org
The 4D millimeter-wave (mmWave) radar, proficient in measuring the range, azimuth,
elevation, and velocity of targets, has attracted considerable interest within the autonomous …

4D mmWave radar for autonomous driving perception: a comprehensive survey

L Fan, J Wang, Y Chang, Y Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rapid development of autonomous driving technology has driven continuous innovation
in perception systems, with 4D millimeter-wave (mmWave) radar being one of the key …

MMW radar-based technologies in autonomous driving: A review

T Zhou, M Yang, K Jiang, H Wong, D Yang - Sensors, 2020 - mdpi.com
With the rapid development of automated vehicles (AVs), more and more demands are
proposed towards environmental perception. Among the commonly used sensors, MMW …

Experiments with mmwave automotive radar test-bed

X Gao, G Xing, S Roy, H Liu - 2019 53rd Asilomar conference …, 2019 - ieeexplore.ieee.org
Millimeter-wave (mmW) radars are being increasingly integrated in commercial vehicles to
support new Adaptive Driver Assisted Systems (ADAS) for its ability to provide high accuracy …

Perception through 2d-mimo fmcw automotive radar under adverse weather

X Gao, S Roy, G Xing, S Jin - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Millimeter-wave (mmWave) radars are being increasingly integrated in commercial vehicles
to support new Adaptive Driver Assisted Systems (ADAS) features that require accurate …

A Survey of mmWave Radar-Based Sensing in Autonomous Vehicles, Smart Homes and Industry

H Kong, C Huang, J Yu, X Shen - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
Sensing technology plays a crucial role in bridging the physical and digital worlds. By
transforming a multitude of physical phenomena into digital data, it significantly enhances …

3D point cloud generation with millimeter-wave radar

K Qian, Z He, X Zhang - Proceedings of the ACM on Interactive, Mobile …, 2020 - dl.acm.org
Emerging autonomous driving systems require reliable perception of 3D surroundings.
Unfortunately, current mainstream perception modalities, ie, camera and Lidar, are …

3D detection and tracking for on-road vehicles with a monovision camera and dual low-cost 4D mmWave radars

H Cui, J Wu, J Zhang, G Chowdhary… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
High resolution 4D millimeter wave radar has been increasingly used for robust 3D
detection and tracking of on-road vehicles. Rich point clouds generated by 4D radars can …

Radatron: Accurate detection using multi-resolution cascaded mimo radar

S Madani, J Guan, W Ahmed, S Gupta… - European Conference on …, 2022 - Springer
Millimeter wave (mmWave) radars are becoming a more popular sensing modality in self-
driving cars due to their favorable characteristics in adverse weather. Yet, they currently lack …

3-D object detection for multiframe 4-D automotive millimeter-wave radar point cloud

B Tan, Z Ma, X Zhu, S Li, L Zheng, S Chen… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Object detection is a crucial task in autonomous driving. Currently, object-detection methods
for autonomous driving systems are primarily based on information from cameras and light …