Utilizing mmWave Radars for Autonomous Navigation of UGVs in Degraded Visual Environments

Autonomous machines minimize human risk in defense and rescue. Although most Unmanned Ground Vehicles (UGVs) use LiDAR or stereo cameras, these are easily compromised in fog, smoke, or rain. Therefore, this research explores millimeter wave (mmWave) radar due to its resilience to such occlusions, specifically on the J ackal U GV. C ontrolling b oth Jackal and mmWave radar through Robot Operating System (ROS) and rospy softwares allows for real-time mapping and navigation from the high-accuracy point clouds and range-azimuth data provided by the mmWave radar. Through our research, UGVs can function in additional environments compared to other sensing methods.

Authors

Institutions

Publication Details

Published
2024-10-11
DOI
https://doi.org/10.1109/urtc65039.2024.10937590
Primary Topic
UAV Applications and Optimization
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Utilizing mmWave Radars for Autonomous Navigation of UGVs in Degraded Visual Environments

Vijay K. Vemuri, Parth H. Pathak, Rezoan Ahmed Nazib, Ahmad Kamari et al.
UAV Applications and Optimization
article

Utilizing mmWave Radars for Autonomous Navigation of UGVs in Degraded Visual Environments

Vijay K. Vemuri, Parth H. Pathak, Rezoan Ahmed Nazib, Ahmad Kamari, I. Hoffman Joseph, Evin Mathen
article en

Abstract

Autonomous machines minimize human risk in defense and rescue. Although most Unmanned Ground Vehicles (UGVs) use LiDAR or stereo cameras, these are easily compromised in fog, smoke, or rain. Therefore, this research explores millimeter wave (mmWave) radar due to its resilience to such occlusions, specifically on the J ackal U GV. C ontrolling b oth Jackal and mmWave radar through Robot Operating System (ROS) and rospy softwares allows for real-time mapping and navigation from the high-accuracy point clouds and range-azimuth data provided by the mmWave radar. Through our research, UGVs can function in additional environments compared to other sensing methods.

George Mason University (US)
George Mason University
Affordable and clean energy
Openalex Percentile: Top 53%
UAV Applications and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.