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A new wave in robotics: Survey on recent mmwave radar applications in robotics
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 …
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 …
encompasses global localization and place recognition, allowing a system to identify …
Survey of Deep Learning-Based Methods for FMCW Radar Odometry and Ego-Localization
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 …
challenges of odometry and global ego-localization using frequency modulated continuous …
RadarLCD: Learnable radar-based loop closure detection pipeline
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 …
as a fundamental component for various applications across diverse domains. These …
OORD: The Oxford Offroad Radar Dataset
There is a growing academic interest as well as commercial exploitation of millimetre-wave
scanning radar for autonomous vehicle localisation and scene understanding. Although …
scanning radar for autonomous vehicle localisation and scene understanding. Although …
Open-RadVLAD: Fast and Robust Radar Place Recognition
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 …
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
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 …
objects. In this study, we design a physical-enhanced radar-inertial odometry system that …
General Place Recognition Survey: Towards Real-World Autonomy
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 …
large-scale and long-term operations, has positioned place recognition (PR) as a …
RaNDT SLAM: Radar SLAM Based on Intensity-Augmented Normal Distributions Transform
Rescue robotics sets high requirements to perception algorithms due to the unstructured
and potentially vision-denied environments. Pivoting Frequency-Modulated Continuous …
and potentially vision-denied environments. Pivoting Frequency-Modulated Continuous …