Runtime Verification and Field Testing for ROS-Based Robotic Systems

R Caldas, JAP García, M Schiopu, P Pelliccione… - arXiv preprint arXiv …, 2024 - arxiv.org
Robotic systems are becoming pervasive and adopted in increasingly many domains, such
as manufacturing, healthcare, and space exploration. To this end, engineering software has …

Multi-stage genetic algorithm and deep neural network for robot execution failure detection

ME Rahmani, A Amine, JE Fernandes - Neural Processing Letters, 2021 - Springer
In this paper, we propose a multi-stage genetic algorithm that allows to automatically
initialize deep multilayer perceptron neural network models to train it for prediction of robot …

Effective crash recovery of robot software programs in ROS

YH Zou, JJ Bai - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Modern robot systems use various software programs to autonomously perform different
kinds of tasks. However, due to the risks of possible faults and errors, a robotic software …

[PDF][PDF] Ein Beitrag zur untertägigen Navigation von mobilen Maschinen

T Hartmann - 2021 - d-nb.info
Trajektorienplaner ermitteln einen (lokalen) Pfad, der mit Zeitinformation versehen ist und
die kinematischen, dynamischen Eigenschaften des Fahrzeuges, sowie meist unmittelbare …

Fault-Resilient Robot Operating System Supporting Rapid Fault Recovery with Node Replication

J You, H Kim, K Lee - IEICE TRANSACTIONS on Information and …, 2023 - search.ieice.org
This paper proposes a fault-resilient ROS platform supporting rapid fault detection and
recovery. The platform employs heartbeat-based fault detection and node replication-based …

Flexible Fault Tolerance for the Robot Operating System

S Marok - 2020 - search.proquest.com
The introduction of autonomous vehicles has the potential to reduce the number of accidents
and save countless lives. These benefits can only be realized if autonomous vehicles can …

[PDF][PDF] Increasing Reliability of an Autonomous Vehicle Stack in Robot Operating System 2

L Haddad - 2022 - roblab.org
ABSTRACT The University of Western Australia (UWA) acquired an autonomous shuttle bus,
nUWAy, in 2020. Students combined open-source software with their own software to build …

[PDF][PDF] ROS 2 의이벤트기반런타임모니터링을활용한실시간공격탐지시스템

강정환, 서민성, 박재열, 권동현 - 정보보호학회논문지, 2022 - public.thinkonweb.com
요 약로봇 시스템은 지난 10 년 간 매우 빠른 속도로 발전했다. Robot Operating System 은
로봇 시스템 및 애플리케이션의 효율적인 개발을 위한 오픈소스 기반의 소프트웨어 …