A survey on terrain traversability analysis for autonomous ground vehicles: Methods, sensors, and challenges

PVK Borges, T Peynot, S Liang, B Arain… - Field …, 2022 - ieeexplore.ieee.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 …

Slippage estimation and compensation for planetary exploration rovers. State of the art and future challenges

R Gonzalez, K Iagnemma - Journal of Field Robotics, 2018 - Wiley Online Library
Future lunar/planetary exploration missions will demand mobile robots with the capability of
reaching more challenging science targets and driving farther per day than the current Mars …

Tactile sensing and terrain-based gait control for small legged robots

XA Wu, TM Huh, A Sabin, SA Suresh… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
For small legged robots, ground contact interactions significantly affect the dynamics and
locomotion performance. In this article, we designed thin, robust capacitive tactile sensors …

Slippage and immobilization detection for planetary exploration rovers via machine learning and proprioceptive sensing

R Gonzalez, D Apostolopoulos… - Journal of Field …, 2018 - Wiley Online Library
This paper presents a new methodology where machine learning is used for detecting
various levels of slip in the context of planetary exploration robotic missions. This …

Recurrent and convolutional neural networks for deep terrain classification by autonomous robots

F Vulpi, A Milella, R Marani, G Reina - Journal of Terramechanics, 2021 - Elsevier
The future challenge for field robots is to increase the level of autonomy towards long
distance (> 1 km) and duration (> 1h) applications. One of the key technologies is the ability …

A simple tactile probe for surface identification by mobile robots

P Giguere, G Dudek - IEEE Transactions on Robotics, 2011 - ieeexplore.ieee.org
This paper describes a tactile probe designed for surface identification in a context of all-
terrain low-velocity mobile robotics. The proposed tactile probe is made of a small metallic …

Terrain classification and negotiation with a walking robot

K Walas - Journal of Intelligent & Robotic Systems, 2015 - Springer
This paper describes a walking robot controller for negotiation of terrains with different
traction characteristics. The feedback is based on three perception systems. The purpose of …

Integrated ground reaction force sensing and terrain classification for small legged robots

XA Wu, TM Huh, R Mukherjee… - IEEE Robotics and …, 2016 - ieeexplore.ieee.org
We present the design and implementation of a miniature tactile sensing array for ground
reaction force measurements in small legged robots. Dynamic ground pressure data from …

Deep spatiotemporal models for robust proprioceptive terrain classification

A Valada, W Burgard - The International Journal of Robotics …, 2017 - journals.sagepub.com
Terrain classification is a critical component of any autonomous mobile robot system
operating in unknown real-world environments. Over the years, several proprioceptive …

Haptic terrain classification for legged robots

MA Hoepflinger, CD Remy, M Hutter… - … on Robotics and …, 2010 - ieeexplore.ieee.org
In this paper, we are presenting a method to estimate terrain properties (such as small-scale
geometry or surface friction) to improve the assessment of stability and the guiding of foot …