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Quality of Service (QoS) provisioning in a Mobile Ad-hoc NETwork (MANETs) routing for multimedia traffic is a challenging task due to dynamic topology of such networks. Fuzzy Logic (FL) was used for QoS prediction from current uncertain QoS constraints in the network for particular applications, from these uncertain constraints there is an error at the QoS prediction. To overcome this error, the authors proposed an intelligent system called "Neuro-Fuzzy" (NF) system. Their proposed scheme optimizes the uncertain weights before QoS prediction using Error Back Propagation (EBP) algorithm, this optimization is done till to get acceptable error limit.
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