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SYSTEM AND METHOD FOR MACHINE LEARNING BASED QOE PREDICTION OF VOICE/VIDEO SERVICES IN WIRELESS NETWORKS
SYSTEM AND METHOD FOR MACHINE LEARNING BASED QOE PREDICTION OF VOICE/VIDEO SERVICES IN WIRELESS NETWORKS
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机译:基于机器学习的无线网络语音/视频服务的QoE预测系统和方法
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摘要
A framework system and method for developing hybrid voice/video QoE predictors, which use both network/codec/client parameters as well as the voice/video reference sample(s). The prediction model/algorithm uses deep packet inspection to produce relevant input and therefore the network's impact on the voice/video QoE can be determined without recording actual media (voice/video) content. Therefore, the QoE predictors are neither solely media based as available perceptual metrics, nor available parametric based. The present hybrid voice/video QoE uses the reference/original media information, unlike prior art hybrid video only QoE which use the recorded media (video only).
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