Indonesian Journal of Electrical Engineering and Computer Science
Vol 13, No 2: February 2019

Optimization of video quality via fuzzy logic base adaptive media playout

Farij Ehtiba (Misurata University)
Badlishah Ahmad (University Malaysia Perlis)
Mostafijur Rahman (Daffodil International University (DIU))



Article Info

Publish Date
01 Feb 2019

Abstract

This paper addresses the issue of interruption of Virable Bit Rate (VBR) video streaming over IP network, due to channel quality fluctuation. Specifically, a Fuzzy Logic (FL) Control principle is fused with Adaptive Media Playout (AMP) control to estimate an appropriate playout frame rate, namely FLAMP. Based on the estimation of the playout frame rate, the FLAMP algorithm adjusts the consumption rate smoothly to avoid video stream degradation. Simulation results validate that the FLAMP scheme efficiently reduces the buffer outage probability and provides better visual quality where FLAMP gives 26.5% less ferquence of playout interruption, and 21.6% less variance of distortion of playout as compared to APTA.

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