Zdorenko Y. Methods of division of resources of the telecommunication channels on the basis of using of fuzzy neuron networks

Object - the process of allocation of resources of telecommunication channels. The purpose - to provide high-quality and cost-based transmission of information flow in a telecommunication network. Methods - linear programming, probability theory, graph theory, fuzzy inference, a laboratory experiment. Results - method of dynamic bandwidth allocation of the telecommunication channel was developed and it involves the use of a neuro-fuzzy prediction to determine the intensity of incoming packets of different classes for transmission over the channel; mathematical models of transmission media flow in a telecommunication network were designed and they represent the dependence of characteristics of this flow delivery of the probability of the presence of bit errors in the packet and the probability of packet discarding as the result of routers overload; the method of neuro-fuzzy control of discarding packets in transit router was improved in terms of the fact that in the process of calculating the probability of dropping the packet, the change of bandwidth of channel (that is allocated to the service packages of different classes) is taken into account. It is introduced - in the educational process on discipline "Hardware of special purpose networks." Sphere of application - telecommunication networks