A new wave in robotics: Survey on recent mmwave radar applications in robotics

K Harlow, H Jang, TD Barfoot, A Kim… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We survey the current state of millimeter-wave (mmWave) radar applications in robotics with
a focus on unique capabilities, and discuss future opportunities based on the state of the art …

Spr: Single-scan radar place recognition

DC Herraez, L Chang, M Zeller… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
Localization is a crucial component for the navigation of autonomous vehicles. It
encompasses global localization and place recognition, allowing a system to identify …

Survey of Deep Learning-Based Methods for FMCW Radar Odometry and Ego-Localization

M Brune, T Meisen, A Pomp - Applied Sciences, 2024 - mdpi.com
This paper provides an in-depth review of deep learning techniques to address the
challenges of odometry and global ego-localization using frequency modulated continuous …

RadarLCD: Learnable radar-based loop closure detection pipeline

M Usuelli, M Frosi, P Cudrano… - … Joint Conference on …, 2024 - ieeexplore.ieee.org
Loop Closure Detection (LCD) is an essential task in robotics and computer vision, serving
as a fundamental component for various applications across diverse domains. These …

OORD: The Oxford Offroad Radar Dataset

M Gadd, D De Martini, O Bartlett, P Murcutt… - arxiv preprint arxiv …, 2024 - arxiv.org
There is a growing academic interest as well as commercial exploitation of millimetre-wave
scanning radar for autonomous vehicle localisation and scene understanding. Although …

Open-RadVLAD: Fast and Robust Radar Place Recognition

M Gadd, P Newman - 2024 IEEE Radar Conference …, 2024 - ieeexplore.ieee.org
Radar place recognition often involves encoding a live scan as a vector and matching this
vector to a database in order to recognise that the vehicle is in a location that it has visited …

Less is More: Physical-enhanced Radar-Inertial Odometry

Q Huang, Y Liang, Z Qiao, S Shen, H Yin - arxiv preprint arxiv:2402.02200, 2024 - arxiv.org
Radar offers the advantage of providing additional physical properties related to observed
objects. In this study, we design a physical-enhanced radar-inertial odometry system that …

General Place Recognition Survey: Towards Real-World Autonomy

P Yin, J Jiao, S Zhao, L Xu, G Huang, H Choset… - arxiv preprint arxiv …, 2024 - arxiv.org
In the realm of robotics, the quest for achieving real-world autonomy, capable of executing
large-scale and long-term operations, has positioned place recognition (PR) as a …

RaNDT SLAM: Radar SLAM Based on Intensity-Augmented Normal Distributions Transform

M Hilger, N Mandischer… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
Rescue robotics sets high requirements to perception algorithms due to the unstructured
and potentially vision-denied environments. Pivoting Frequency-Modulated Continuous …