[PDF][PDF] Semantic Segmentation and Classification on 4D-Imaging Radar Data-A study of neural networks and classical methods on radar point clouds

Y Huang, R Füllemann - 2023 - odr.chalmers.se
… the progression of more accurate and efficient perception in 4D radar systems. Moreover, it
seeks to … 4D-imaging radar is an advanced type of mmWave radar system that goes beyond …

Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook

SE Trevlakis, AAA Boulogeorgos… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
… and 2022 that mainly investigate mmWave/THz technologies [55]–… minimum boundaries of
human perception. To achieve this … An interactive 4D map is a key component of an immersive …

Federated learning for connected and automated vehicles: A survey of existing approaches and challenges

VP Chellapandi, L Yuan, CG Brinton… - … Intelligent Vehicles, 2023 - ieeexplore.ieee.org
… Connected and Automated Vehicles (CAV), including perception, … Merriaux, “Millimeter wave
fmcw radars for perception, … : A survey,” IEEE Transactions on Intelligent Vehicles, vol. 7, no. …

Vulnerable Road User Skeletal Pose Estimation Using mmWave Radars

Z Zeng, X Liang, Y Li, X Dang - Remote Sensing, 2024 - mdpi.com
radar has a higher resolution than conventional radar, which has been widely used in the
autonomous driving of vehicles … (1 mm–1 m) perceived by the radar sensor and targets mainly …

mmSignature: Semi-supervised human identification system based on millimeter wave radar

Y Yao, H Zhang, P Xia, C Liu, F Geng, Z Bai… - … Applications of Artificial …, 2023 - Elsevier
Millimeter wave radar, as a substitute for lidar used in advanced driver assistance systems
(ADAS) … The cost of millimeter wave radar is lower than that of lidar, and it is insensitive to light …

Convergent communication, sensing and localization in 6G systems: An overview of technologies, opportunities and challenges

C De Lima, D Belot, R Berkvens, A Bourdoux… - IEEE …, 2021 - ieeexplore.ieee.org
… receiver peers has always been perceived as a random (non… trum, in the mmWave and low
THz bands, radar imaging is … good radar performance in terms of range and resolution in 4D (…

Sparsefusion3d: Sparse sensor fusion for 3d object detection by radar and camera in environmental perception

Z Yu, W Wan, M Ren, X Zheng… - … on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
millimeter-wave radar and cameras is pivotal in the realms of autonomous driving and
environmental perception. … With the rise of 4D millimeter wave radar, we are considering migrating …

4d radar-based pose graph slam with ego-velocity pre-integration factor

X Li, H Zhang, W Chen - IEEE Robotics and Automation Letters, 2023 - ieeexplore.ieee.org
mmWave radar sensors, 4D imaging radars (4D radars), have attracted increasing attention
over conventional radars in autonomous driving… “Millimeter wave fmcw radars for perception, …

Dream-pcd: Deep reconstruction and enhancement of mmwave radar pointcloud

R Geng, Y Li, D Zhang, J Wu, Y Gao, Y Hu… - arXiv preprint arXiv …, 2023 - arxiv.org
mmWave radar perception in future real-world applications. … ) mmWave radars to generate
4D mmWave radar pointcloud … algorithm for mmwave fmcw radar in autonomous driving,” …

MS-VRO: A Multi-Stage Visual-Millimeter Wave Radar Fusion Odometry

Y Cheng, M Jiang, Y Liu - IEEE Transactions on Robotics, 2024 - ieeexplore.ieee.org
… Monocular cameras inherently lack depth perception, leading to scale … -chip 4D millimeter-wave
(mmWave) radar has been widely applied in mobile robots and autonomous vehicles [17…