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 …
reaching more challenging science targets and driving farther per day than the current Mars …
Machine learning in planetary rovers: A survey of learning versus classical estimation methods in terramechanics for in situ exploration
AJR Lopez-Arreguin, S Montenegro - Journal of Terramechanics, 2021 - Elsevier
For the design of space missions in the Moon and planets, analysis of mobility in robots is
crucial and poor planning has led to abortion of missions in the past. To mitigate the risk of …
crucial and poor planning has led to abortion of missions in the past. To mitigate the risk of …
[PDF][PDF] A Survey on Terrain Traversability Analysis for Autonomous Ground Vehicles: Methods, Sensors, and Challenges.
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 …
challenging problems in field robotics. Terrain and traversability analysis is a …
Tactile sensing and terrain-based gait control for small legged robots
For small legged robots, ground contact interactions significantly affect the dynamics and
locomotion performance. In this article, we designed thin, robust capacitive tactile sensors …
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 …
various levels of slip in the context of planetary exploration robotic missions. This …
A simple tactile probe for surface identification by mobile robots
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 low-velocity mobile robotics. The proposed tactile probe is made of a small metallic …
Recurrent and convolutional neural networks for deep terrain classification by autonomous robots
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 …
distance (> 1 km) and duration (> 1h) applications. One of the key technologies is the ability …
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 …
traction characteristics. The feedback is based on three perception systems. The purpose of …
Deep spatiotemporal models for robust proprioceptive terrain classification
Terrain classification is a critical component of any autonomous mobile robot system
operating in unknown real-world environments. Over the years, several proprioceptive …
operating in unknown real-world environments. Over the years, several proprioceptive …
Haptic terrain classification for legged robots
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 …
geometry or surface friction) to improve the assessment of stability and the guiding of foot …