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In this paper, the authors have given pricing pitch for resource reservation about prioritized traffic in MANETs. This scheme is for use of MANETs in commercial production, emergencies, mission critical and broadcasting scenarios where real time transmission requires guaranteed QoS. Some hypothetical measurements are performed on some experimental data and then for validation of that scheme, they use Multi Layer Perception Automated Neural Network Model (MLPANN) by using only one input, one hidden neuron and one output neuron. The model was tested on different training Algorithms with different BFGs. Very excellent results are found with minimum ration of errors approximately equals to zero.
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