Autonomous free-form trenching using a walking excavator

D Jud, P Leemann, S Kerscher… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
This letter shows accurate and autonomous creation of free-form trenches using a walking
excavator. We present hardware extensions and modifications for full automation, a …

Vern: Vegetation-aware robot navigation in dense unstructured outdoor environments

AJ Sathyamoorthy, K Weerakoon… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
We propose a novel method for autonomous legged robot navigation in densely vegetated
environments with a variety of pliable/traversable and non-pliable/untraversable vegetation …

Seeing through the grass: Semantic pointcloud filter for support surface learning

A Li, C Yang, J Frey, J Lee, C Cadena… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Mobile ground robots require perceiving and understanding their surrounding support
surface to move around autonomously and safely. The support surface is commonly …

Pronav: Proprioceptive traversability estimation for legged robot navigation in outdoor environments

M Elnoor, AJ Sathyamoorthy… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
We propose a novel method, ProNav, which uses proprioceptive signals for traversability
estimation in challenging outdoor terrains for autonomous legged robot navigation. Our …

Development of integrative methodologies for effective excavation progress monitoring

A Rasul, J Seo, A Khajepour - Sensors, 2021 - mdpi.com
Excavation is one of the primary projects in the construction industry. Introducing various
technologies for full automation of the excavation can be a solution to improve sensing and …

Path generation for wheeled robots autonomous navigation on vegetated terrain

Z Jian, Z Liu, H Shao, X Wang, X Chen… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Wheeled robot navigation has been widely used in urban environments, but navigation in
wild vegetation is still challenging. External sensors (LiDAR, camera etc.) are often used to …

ProNav: Proprioceptive Traversability Estimation for Legged Robot Navigation in Outdoor Environments

M Elnoor, AJ Sathyamoorthy, K Weerakoon… - arXiv preprint arXiv …, 2023 - arxiv.org
We propose a novel method, ProNav, which uses proprioceptive signals for traversability
estimation in challenging outdoor terrains for autonomous legged robot navigation. Our …

Probe-before-step walking strategy for multi-legged robots on terrain with risk of collapse

E Tennakoon, T Peynot, J Roberts… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Multi-legged robots are effective at traversing rough terrain. However, terrains that include
collapsible footholds (ie regions that can collapse when stepped on) remain a significant …

Using Lidar Intensity for Robot Navigation

AJ Sathyamoorthy, K Weerakoon, M Elnoor… - arXiv preprint arXiv …, 2023 - arxiv.org
We present Multi-Layer Intensity Map, a novel 3D object representation for robot perception
and autonomous navigation. They consist of multiple stacked layers of 2D grid maps each …

Autonomous exploration with online learning of traversable yet visually rigid obstacles

M Prágr, J Bayer, J Faigl - Autonomous Robots, 2023 - Springer
This paper concerns online learning of terrain properties combining haptic perception with
exteroceptive sensing to reason about forces needed to pass through terrains that visually …