AI-Enabled Vibrotactile Feedback-Based Condition Monitoring Framework for Outdoor Mobile Robots

S Pookkuttath, RE Abdulkader, MR Elara… - Mathematics, 2023 - mdpi.com
An automated Condition Monitoring (CM) and real-time controlling framework is essential for
outdoor mobile robots to ensure the robot's health and operational safety. This work …

Online Outdoor Terrain Classification Algorithm for Wheeled Mobile Robots Equipped with Inertial and Magnetic Sensors

P Sarcevic, D Csík, R Pesti, S Stančin, S Tomažič… - Electronics, 2023 - mdpi.com
Terrain classification provides valuable information for both control and navigation
algorithms of wheeled mobile robots. In this paper, a novel online outdoor terrain …

AI-Enabled Condition Monitoring Framework for Outdoor Mobile Robots Using 3D LiDAR Sensor

S Pookkuttath, PA Palanisamy, MR Elara - Mathematics, 2023 - mdpi.com
An automated condition monitoring (CM) framework is essential for outdoor mobile robots to
trigger prompt maintenance and corrective actions based on the level of system …

Roughness level classification using inertial data for wheeled robots in outdoor terrains

JMA Oliveira, DG Macharet… - 2023 Latin American …, 2023 - ieeexplore.ieee.org
Ground robots operating in outdoor environments often face rough and uneven terrains,
which can significantly challenge their navigation capabilities. This paper proposes an …

Early Terrain Identification for Mobile Robots Using Inertial Measurement Sensors and Machine Learning Techniques.

N Bhosle, A Malik, D Shivakrishna… - Journal Européen …, 2024 - search.ebscohost.com
Due to rapid advancements in robotics technology, mobile robots are now utilized across
various industries and applications. Understanding the terrain on which a robot operates …

[HTML][HTML] Synthesis of a hybrid underlying surface classifier based on fuzzy logic using current consumption of mobile robot motion

АС Беляев, ОЮ Кушнарев… - Информационно …, 2024 - cyberleninka.ru
Introduction: One approach to solving navigation and control problems for outdoor mobile
robots is to use real-time classification of the underlying surface type over which the robot is …

[PDF][PDF] Novel online terrain classification algorithm for mobile robots

P Sarcevic, D Csík, J Sárosi, Á Odry - Proceedings of the …, 2022 - researchgate.net
Novel Online Terrain Classification Algorithm for Mobile Robots Page 1 Figure 1. The tested
outdoor terrain types: a) concrete; b) grass; c) pebbles; d) sand; e) paving stone; f) synthetic …

Inertial sensor-based movement classification with dimension reduction based on feature aggregation

P Sarcevic, J Sárosi, D Csík… - 2022 IEEE 22nd …, 2022 - ieeexplore.ieee.org
In this paper, a novel feature aggregation method is proposed for dimension reduction in
inertial sensor-based pattern recognition applications. The method is utilized in a movement …

Measurement System for the Calibration of Accelerometer Arrays

R Pesti, D Csík, P Sarcevic, A Odry - Analecta Technica Szegedinensia, 2024 - analecta.hu
This paper addresses accelerometer array calibration, focusing on determining the errors
between multiple sensors. Micro-electromechanical system (MEMS) based triaxial …

[PDF][PDF] Terrain Identification using Reaction-based Sensor Data in Simulation-driven Terrain-aware Military Logistics

M Lechner, O Rose - Tagungsband Langbeiträge ASIM SST 2024, 2024 - asim-gi.org
Military planning operations require navigating constantly changing environments. To
support decision-makers, innovative concepts are essential for automatically generating …