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Holding time awareness provides the additional information that could be used in routing and spectrum assignment (RSA) in elastic optical networks, and thus improves the performance of RSA. We propose an RSA algorithm that achieves low blocking probability by using Back Propagation neural network (BPNN) to predict the information of each future request with holding time awareness. We examine the performance...
This paper deals with the identification of Wiener systems with hard nonlinearities. Using the switching function, a special form of nonlinearity representation is used in the Wiener system description. Two recursive identification algorithms are proposed, one is the recursive stochastic gradient identification algorithm and the other is the adaptive forgetting through multiple models identification...
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