Proactive middleware for fault detection and advanced conflict handling in sensor fusion

G Neyens, D Zampunieris - Artificial Intelligence and Soft Computing: 18th …, 2019 - Springer
Robots traditionally have a wide array of sensors that allow them to react to the environment
and make appropriate decisions. These sensors can give incorrect or imprecise data due to …

Proactive model for handling conflicts in sensor data fusion applied to robotic systems

G Neyens, D Zampunieris - … ICSOFT), 2019 Prague, Czech Republic, 26 …, 2019 - orbilu.uni.lu
Robots have to be able to function in a multitude of different situations and environments. To
help them achieve this, they are usually equipped with a large set of sensors whose data will …

An informational approach for sensor and actuator fault diagnosis for autonomous mobile robots

B Abci, M El Badaoui El Najjar, V Cocquempot… - Journal of Intelligent & …, 2020 - Springer
In this paper, a model-based fault detection and isolation (FDI) method is proposed, with the
objective to ensure a fault-tolerant autonomous mobile robot navigation. The proposed …

[PDF][PDF] Integration of a multi-agent system into a robotic framework: a case study of a cooperative fault diagnosis application

MG Morais - 2015 - repositorio.pucrs.br
Programming multi-robot autonomous systems can be extremely complex without
appropriate software development techniques to abstract hardware faults, as well as can be …

A fault tolerant architecture for data fusion: A real application of Kalman filters for mobile robot localization

K Bader, B Lussier, W Schön - Robotics and Autonomous Systems, 2017 - Elsevier
Multisensor perception has an important role in robotics and autonomous systems, providing
inputs for critical functions including obstacle detection and localization. It is starting to …

Fault-tolerant probabilistic sensor fusion for Multi-Agent Systems

A Pahliani, MTJ Spaan, PU Lima - 2010 IEEE/RSJ International …, 2010 - ieeexplore.ieee.org
In this work we focus on the problem of probabilistic sensor fusion in Multi-Robot Multi-
Sensor Systems (MRMS), taking into account that some sensors might fail or produce …

Environment-aware sensor fusion for obstacle detection

AR Romero, PVK Borges, A Elfes… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Reliably detecting obstacles and identifying traversable areas is a key challenge in mobile
robotics. For redundancy, information from multiple sensors is often fused. In this work we …

RoMAT: exploiting a multi-agent model for data fusion

I Ayari, V Chevrier, JP Haton - Proc. 2nd International Conference on …, 1996 - cdn.aaai.org
We have investigated the use of multi-agent system for Multi Sensor Data Fusion (MSDF)
where percetual and interpretation agents interact according to cooperation strategies. The …

Examination of fusion result feedback for fault-tolerant and distributed sensor systems

S Zug, A Dietrich - … IEEE International Workshop on Robotic and …, 2010 - ieeexplore.ieee.org
Future distributed applications will combine mobile and stationary sensor actuator entities as
part of smart environments. Hence, a various number of intelligent sensor systems and …

Multisensor Data Fusion for Intelligent Robot Systems

WJ Kim, JH Ko, MJ Chung - Proceedings of the KIEE Conference, 1991 - koreascience.kr
The objective of this paper is to survey the state of the art of multisensor data fusion in
intelligent robot systems. The variety of approaches to the problem of multisensor fusion …