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 …

Recent developments in terrain identification, classification, parameter estimation for the navigation of autonomous robots

MGH Nampoothiri, B Vinayakumar, Y Sunny… - SN Applied …, 2021 - Springer
The work presents a review on ongoing researches in terrain-related challenges influencing
the navigation of Autonomous Robots, specifically Unmanned Ground ones. The paper aims …

Slip-based autonomous ZUPT through Gaussian process to improve planetary rover localization

C Kilic, N Ohi, Y Gu, JN Gross - IEEE robotics and automation …, 2021 - ieeexplore.ieee.org
The zero-velocity update (ZUPT) algorithm provides valuable state information to maintain
the inertial navigation system (INS) reliability when stationary conditions are satisfied …

A visual terrain classification method for mobile robots' navigation based on convolutional neural network and support vector machine

W Wang, B Zhang, K Wu… - Transactions of the …, 2022 - journals.sagepub.com
In this paper, a hybrid method based on deep learning is proposed to visually classify
terrains encountered by mobile robots. Considering the limited computing resource on …

[HTML][HTML] Experimental comparison of locomotion system performance of ground mobile robots in agricultural drawbar works

SM Shafaei, H Mousazadeh - Smart Agricultural Technology, 2023 - Elsevier
This paper is the first comparative study described results of locomotion system performance
of ground mobile robots (wheeled and tracked tractor robots) in agricultural drawbar works …

Sequential track fusion in multi-sensor networks of unscented Kalman filters: A case of slip estimation in planetary mobile robots

M Zarei, R Chhabra, M Mottaghi - Acta Astronautica, 2024 - Elsevier
Accurate wheel slip estimation facilitates Wheeled Mobile Robots (WMRs) with improved
localization and traversability monitoring which are crucial to their autonomy in challenging …

Terrain adaptive trajectory planning and tracking on deformable terrains

J Dallas, MP Cole, P Jayakumar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this work, a novel single-level adaptive trajectory planner and tracking controller is
developed for off-road autonomous vehicles operating on deformable terrains. Trajectory …

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 …

Development of a mobile robot for safe mechanical evacuation of hazardous bulk materials in industrial confined spaces

SM Shafaei, H Mousazadeh - Journal of Field Robotics, 2022 - Wiley Online Library
Safe mechanical evacuation of hazardous bulk materials in industrial confined spaces with
improper conditions (poor light for vision, dust or vapor, high temperature, and toxic fume) …

Slippage prediction for off-road mobile robots via machine learning regression and proprioceptive sensing

R Gonzalez, M Fiacchini, K Iagnemma - Robotics and Autonomous …, 2018 - Elsevier
This paper presents a new approach for predicting slippage associated with individual
wheels in off-road mobile robots. More specifically, machine learning regression algorithms …