Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems
نویسندگان
چکیده
This paper presents a connection admission control (CAC) method that uses a type-2 fuzzy logic system (FLS). Type-2 FLSs can handle linguistic uncertainties. The linguistic knowledge about CAC is obtained from 30 computer network experts. A methodology for representing the linguistic knowledge using type-2 membership functions and processing surveys using type-2 FLS is proposed. The type-2 FLS provides soft decision boundaries, whereas a type-1 FLS provides a hard decision boundary. The soft decision boundaries can coordinate the cell loss ratio (CLR) and bandwidth utilization, which is impossible for the hard decision boundary.
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ورودعنوان ژورنال:
- IEEE Trans. Systems, Man, and Cybernetics, Part C
دوره 30 شماره
صفحات -
تاریخ انتشار 2000