Cloud game video transmission method based on tail delay detection and frame generation

The invention discloses a cloud game video transmission method based on tail delay detection and frame generation, which belongs to the technical field of network video transmission optimization and image generation, combines reinforcement learning with a frame generation model subjected to adaptive...

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Bibliographische Detailangaben
Hauptverfasser: JIANG KUNHENG, GONG QIANYUN, PU LINGJUN, XU JINGDONG, LIU JIAYAO, WEN JINGJING, YUAN XINJING
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a cloud game video transmission method based on tail delay detection and frame generation, which belongs to the technical field of network video transmission optimization and image generation, combines reinforcement learning with a frame generation model subjected to adaptive pruning, bypasses the stages of encoding, network transmission, decoding and the like of game video frames in the traditional cloud game process, and improves the video transmission efficiency. And the purpose of compensating the frame tail delay of the cloud game is achieved. According to multi-dimensional features of historical delay, tail delay in cloud game operation is detected through reinforcement learning. When tail delay is about to occur, a frame generation model of a client is triggered to generate a video frame so as to avoid the problem of cloud game jamming caused by high tail delay, and pruning is performed on the frame generation model through a self-adaptive pruning algorithm so as to adapt to cli