A FLEXIBLE ROBOTICS AND AUTOMATION SYSTEM - Parallel Visual Processing, Realtime Actuator Control and Task Automation for Limp Object Handling
Thomas Müller, Binh An Tran, Alois Knoll
2010
Abstract
In this paper, an intrinsically parallel framework striving for increased flexibility in development of robotic, computer vision, and machine intelligence applications is introduced. The framework comprises a generic set of tools for realtime data acquisition, robot control, integration of external software components and task automation. The primary goal is to provide a developer- and user-friendly, but yet efficient base architecture for complex AI system implementations, be it for research, educational, or industrial purposes. The system therefore combines promising ideas of recent neuroscientific research with a blackboard information storage mechanism, an implementation of the multi-agent paradigm, and graphical user interaction. Furthermore, the paper elaborates on how the framework’s building blocks can be composed to applications of increasing complexity. The final target application includes parallel image processing, actuator control, and reasoning to handle limp objects and automate handling-tasks within dynamic scenarios.
References
- Anderson, J. R. (2007). How Can the Human Mind Occur in the Physical Universe? Oxford University Press.
- Bellifemine, F., Caire, G., Poggi, A., and Rimassa, G. (2003). JADE: A White Paper. Technical report, Telecom Italia Lab and Universita degli Studi di Parma.
- Corkill, D. D. (2003). Collaborating Software: Blackboard and Multi-Agent Systems & the Future. In Proc. of the International Lisp Conference.
- Erman, L. D., Hayes-Roth, F., Lesser, V. R., and Reddy, D. R. (1980). The Hearsay-II Speech-Understanding System: Integrating Knowledge to Resolve Uncertainty. Computing Surveys, 12(2):213-253.
- FIPA (2002). ACL Message Structure Specification. Technical report, Foundation for Intelligent Physical Agents.
- Jackson, J. (2007). Microsoft Robotics Studio: A Technical Introduction. IEEE Robotics and Automation Magazine, 14(4):82-87.
- Lehman, J. F., Laird, J., and Rosenbloom, P. (2006). A Gentle Introduction to Soar, an Architecture for Human Cognition. 14-Sept-2009, http://ai.eecs.umich.edu/soar/sitemaker/docs/misc/ /GentleIntroduction-2006.pdf.
- Müller, T. and Knoll, A. (2009). Attention Driven Visual Processing for an Interactive Dialog Robot. In Proc. of the 24th ACM Symposium on Applied Computing.
- Newell, A. (1994). Unified Theories of Cognition. Harvard University Press.
- Panin, G., Lenz, C., Nair, S., Roth, E., in Wojtczyk, M., Friedlhuber, T., and Knoll, A. (2008). A Unifying Software Architecture for Model-based Visual Tracking. In Proc. of the 20th Annual Symposium of Electronic Imaging.
- Quigley, M., Gerkey, B., Conley, K., Faust†, J., Foote, T., Leibs, J., Berger, E., Wheeler, R., and Ng, A. (2009). ROS: an open-source Robot Operating System. In ICRA 2009 Workshop on Open Source Software in Robotics.
- Rickert, M., Brock, O., and Knoll, A. (2008). Balancing Exploration and Exploitation in Motion Planning. In Proc. of the IEEE International Conference on Robotics and Automation.
- Vaughan, R. T. and Gerkey, B. P. (2007). Software Engineering for Experminetal Robotics, chapter Reusable Robot Code and the Player / Stage Project, pages 267- 289. Springer tracts on Advanced Robotics. Springer.
- Wooldridge, M. J. (2009). An Introduction to MultiAgent Systems. John Wiley & Sons, 2nd edition.
Paper Citation
in Harvard Style
Müller T., An Tran B. and Knoll A. (2010). A FLEXIBLE ROBOTICS AND AUTOMATION SYSTEM - Parallel Visual Processing, Realtime Actuator Control and Task Automation for Limp Object Handling . In Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-989-8425-01-0, pages 289-294. DOI: 10.5220/0002951002890294
in Bibtex Style
@conference{icinco10,
author={Thomas Müller and Binh An Tran and Alois Knoll},
title={A FLEXIBLE ROBOTICS AND AUTOMATION SYSTEM - Parallel Visual Processing, Realtime Actuator Control and Task Automation for Limp Object Handling},
booktitle={Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2010},
pages={289-294},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002951002890294},
isbn={978-989-8425-01-0},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - A FLEXIBLE ROBOTICS AND AUTOMATION SYSTEM - Parallel Visual Processing, Realtime Actuator Control and Task Automation for Limp Object Handling
SN - 978-989-8425-01-0
AU - Müller T.
AU - An Tran B.
AU - Knoll A.
PY - 2010
SP - 289
EP - 294
DO - 10.5220/0002951002890294