Path planning for autonomous mobile robots: A review

JR Sanchez-Ibanez, CJ Pérez-del-Pulgar… - Sensors, 2021 - mdpi.com
Providing mobile robots with autonomous capabilities is advantageous. It allows one to
dispense with the intervention of human operators, which may prove beneficial in economic …

Sensing and Artificial Perception for Robots in Precision Forestry: A Survey

JF Ferreira, D Portugal, ME Andrada, P Machado… - Robotics, 2023 - mdpi.com
Artificial perception for robots operating in outdoor natural environments, including forest
scenarios, has been the object of a substantial amount of research for decades. Regardless …

Autonomous spot: Long-range autonomous exploration of extreme environments with legged locomotion

A Bouman, MF Ginting, N Alatur… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
This paper serves as one of the first efforts to enable large-scale and long-duration
autonomy using the Boston Dynamics Spot robot. Motivated by exploring extreme …

Where should i walk? predicting terrain properties from images via self-supervised learning

L Wellhausen, A Dosovitskiy, R Ranftl… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
Legged robots have the potential to traverse diverse and rugged terrain. To find a safe and
efficient navigation path and to carefully select individual footholds, it is useful to be able to …

Locomotion policy guided traversability learning using volumetric representations of complex environments

J Frey, D Hoeller, S Khattak… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
Despite the progress in legged robotic locomotion, autonomous navigation in unknown
environments remains an open problem. Ideally, the navigation system utilizes the full …

A sim-to-real pipeline for deep reinforcement learning for autonomous robot navigation in cluttered rough terrain

H Hu, K Zhang, AH Tan, M Ruan… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Robots that autonomously navigate real-world 3D cluttered environments need to safely
traverse terrain with abrupt changes in surface normals and elevations. In this letter, we …

How does it feel? self-supervised costmap learning for off-road vehicle traversability

MG Castro, S Triest, W Wang… - … on Robotics and …, 2023 - ieeexplore.ieee.org
Estimating terrain traversability in off-road environments requires reasoning about complex
interaction dynamics between the robot and these terrains. However, it is challenging to …

[PDF][PDF] A Survey on Terrain Traversability Analysis for Autonomous Ground Vehicles: Methods, Sensors, and Challenges.

PVK Borges, T Peynot, S Liang, B Arain… - Field …, 2022 - journalfieldrobotics.org
Understanding the terrain in the upcoming path of a ground robot is one of the most
challenging problems in field robotics. Terrain and traversability analysis is a …

Safe robot navigation via multi-modal anomaly detection

L Wellhausen, R Ranftl, M Hutter - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Navigation in natural outdoor environments requires a robust and reliable traversability
classification method to handle the plethora of situations a robot can encounter. Binary …

Multi-UAV collaborative trajectory optimization for asynchronous 3-D passive multitarget tracking

J Dai, W Pu, J Yan, Q Shi, H Liu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article considers the 3-D collaborative trajectory optimization (CTO) of multiple
unmanned aerial vehicles to improve multitarget tracking performance with an …