Trust Model for Embedded Cooperative Control Systems

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F06%3A03120131" target="_blank" >RIV/68407700:21230/06:03120131 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
Trust Model for Embedded Cooperative Control Systems
Original language description
Trust management model that we present is adapted for ubiquitous devices cooperation, rather than for classic client-supplier relationship. We use fuzzy numbers to represent trust, to capture both the trust value and its uncertainty. The model contains the trust representation part, decision-making part and a learning part. In our representation, we define the trusted agents as a type-2 fuzzy set. In a decision-making part, we use the methods from the fuzzy rule computation and fuzzy control domain to take trusting decision. For trust learning, we use a strictly iterative approach, well adapted to constrained environments. We verify our model in a multi-agent simulation where the agents in the community learn to identify defecting members and progressively refuse to cooperate with them. Our simulation contains significant background noise to validate model robustness.
Czech name
Model důvěryhodnosti pro embedded systémy
Czech description
Práce předkládá model důvěryhodnosti pro distribuované embedded řídící systémy. Model je založen an reprezentaci důvěryhodnosti agentů pomocí fuzzy čísel a jejich porování sdůvěryhodností prostředí, která je modelovaná pomocí fuzzy čísel.

Publication year
2006
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Similar results(10)