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- W2620005909 abstract "Abstract In an access node to a hybrid-switching network (e.g., a base station handling the downlink in a cellular wireless network), the output link bandwidth is adaptively assigned to different users, and dynamically shared between isochronous (guaranteed bandwidth) and asynchronous traffic types. The bandwidth allocation is effected by an admission controller, whose goal is to minimize the refusal rate of connection requests as well as the loss probability of packets queued in a finite buffer. Optimal admission control strategies are approximated by means of backpropagation feedforward neural networks, acting on the embedded Markov chain of the connection dynamics which operate in conjunction with a higher level bandwidth allocation controller. The case of unknown, slowly varying, input rates is explicitly considered. Numerical results are presented, that evaluate the approximation and the ability to follow parameter variations." @default.
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- W2620005909 date "1998-07-01" @default.
- W2620005909 modified "2023-09-25" @default.
- W2620005909 title "A Two-Level Parameter-Adaptive Access Multiplexer" @default.
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- W2620005909 doi "https://doi.org/10.1016/s1474-6670(17)41799-x" @default.
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