A generic concept to increase the robustness of embedded systems by trust management

Autor(en): Brockmann, W. 
Buschermöhle, A.
Hülsmann, J.
Stichwörter: Ambiguity of information; Car driver; Control of uncertain systems; Cybernetics; Design methods; Formal model; Generic approach; Human interactions; Mechatronics; Non-stationary environment; Robust behavior; Safety-critical; Sensor fusion; Sources of uncertainty; System modeling; System modeling & control; Systems safety; Trust management; Uncertain informations; Uncertain systems, Embedded systems; Uncertainty management; Uncertainty management, Automobile drivers
Erscheinungsdatum: 2010
Journal: Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Startseite: 2037
Seitenende: 2044
Zusammenfassung: 
Embedded systems permeate increasingly complex, unstructured and non-stationary environments like e.g. car driver assistance systems and mobile robots. The demands on their dependability hence rise, especially in case of human interaction. But as the complexity increases, several sources of uncertainty are likely to increase as well up to an unacceptable level. Reasons are for instance noise, vagueness and ambiguity of information about the environment and also disturbances and anomalies in the interaction with it. Because many operations are safety-critical, this paper presents trust management as a generic approach for addressing these uncertainties. It builds on modeling the uncertainty of the information about the state of the system and about the interaction with its environment explicitly by so-called trust signals. These are propagated and processed throughout the whole embedded system in order to change from a high performance behavior in case of certain, hence trustworthy information to a robust behavior with less performance in case of uncertain information. The trust management approach works without a formal model of the application and is hence easy to use. Its application is outlined by a simple sensor fusion example. ©2010 IEEE.
Beschreibung: 
Conference of 2010 IEEE International Conference on Systems, Man and Cybernetics, SMC 2010 ; Conference Date: 10 October 2010 Through 13 October 2010; Conference Code:83423
ISBN: 9781424465880
ISSN: 1062922X
DOI: 10.1109/ICSMC.2010.5641720
Externe URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-78751555809&doi=10.1109%2fICSMC.2010.5641720&partnerID=40&md5=74a7a456140e2e3c112dad22257338b8

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