Quality Enhanced Multimedia Content Delivery for Mobile Cloud with Deep Reinforcement Learning

Algorithm 2

ADQ Testing.

(1) Get the Device Resolution

(2) Start the bandwidth trace

(3) While  video all segments are not downloaded completely

(4) Find the estimated bandwidth using using equation (16)

(5) Choose the desired bitrate based on the current state

(6) Request and download the video segment according to Device resolution and desired bitrate

(7) Determine the rebuffering events and quality variations

(8) Compute QoE score for the user using equation (3)

(9) Calculate Objective quality assessment metrics score for PSNR and SSIM

(10) End while