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Adaptive video streaming over HTTP through 4G wireless networks based on buffer analysis

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Academic year: 2020

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Figure

Fig. 1 Bit rate measurement on 4G hotspot devices. The bit rates were observed at client machine connected to the Internet using LTE 4Ghotspot device of Airtel Limited
Fig. 2 Adaptive video streaming. The client-server architecture works in a loop to adaptively adjust the parameter of streamed video with an aimto achieve maximum obtainable quality
Fig. 3 Client side modules. The main task is to monitor the receiving bit stream and apply prediction algorithm to estimate buffer fullness
Fig. 5 Transformation of regression domain. The non-linear regression is converted to linear using log function and after processing convertedback to non-linear
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