For improving the system performance of mobile Internet, how to provide the Quality of Experience (QoE) guarantee\nis an important factor. First, based on artificial neural network and adaptive cross-layer perceptron, we studied the cloud assisted\nQoE guarantee mechanism. Then, according to the power, we divided the distance and perceptron layers of\nmobile Internet and cloud into three levels. We showed the state information definition of the mobile node on the basis\nof the adaptive adjustment perceptron layers. Thirdly, the perceptron network topology would be updated according to\nthe customer service, which would be updated based on the perceptron learning rule for improving the training practice\nefficiency. The above scheme would guarantee the QoE effectively. The experimental results show that the proposed QoE\nguarantee mechanism has obvious advantages in terms of throughput, efficiency, and reliability.
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