Abstract
We present a methodology for intelligent control of an autonomous and resource constrained embedded system. Geared towards mastering permanent and transient faults by dynamic reconfiguration, our approach uses rules for describing device functionality, valid environmental interactions, and goals the system has to reach. Besides rules, we use functions that characterize a goal’s activity. These functions control the frequency our system uses to reach the goal. In this chapter we present the system model, discuss properties of the rule selection mechanism, and show results gained from running the approach on an embedded device.
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References
R. A. Brooks. Intelligence Without Reason. In J. Myopoulos and R. Reiter, editors, Proceedings of the 12th International Joint Conference on Artificial Intelligence (IJCAI-91), pages 569–595, Sydney, Australia, 1991. Morgan Kaufmann publishers Inc.: San Mateo, CA, USA
W. Krenn, F. Wotawa. The SEPIAS Embedded Runtime – Single System Semantics. Technical Report SEPIAS-TR-2008-01, Graz University, 2008.
N. J. Nilsson. Teleo-Reactive Programs for Agent Control. Journal of Artificial Intelligence Research, 1:139–158, 1994. AAAI Press
J. K. Rosenblatt and D. W. Payton. A fine-grained alternative to the subsumption architecture for mobile robot control. Proceedings of the IEEE International Conference on Neural Networks, pages 317–324, 1989. IEEE Press
A. Saffiotti, K. Konolige, and E. H. Ruspini. A multivalued-logic approach to integrating planning and control. Artificial Intelligence, 76(1–2):481–526, 1995.
W. Krenn and F. Wotawa. Configuring collaboration of software modules at runtime. In Configuration – Papers from the 2007 AAAI Workshop, pages 19–24, Vancouver, Canada, 2007. AAAI Press
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Krenn, W., Wotawa, F. (2009). Intelligent, Fault Adaptive Control of Autonomous Systems. In: MartÃnez Madrid, N., Seepold, R.E. (eds) Intelligent Technical Systems. Lecture Notes in Electrical Engineering, vol 38. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-9823-9_13
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DOI: https://doi.org/10.1007/978-1-4020-9823-9_13
Publisher Name: Springer, Dordrecht
Print ISBN: 978-1-4020-9822-2
Online ISBN: 978-1-4020-9823-9
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