3B-ARA: Bandwidth, Buffer, and Battery Aware Rate Adaptation for Dynamic HTTP Streaming

被引：0

作者：

Ahmad, Hasnah ^{[1
]}

Saxena, Navrati ^{[1
]}

Roy, Abhishek ^{[2
]}

De, Pradipta ^{[3
]}

机构：

[1] Sungkyunkwan Univ, Coll Software, Suwon 440746, South Korea

[2] Samsung Elect, Networks Div, Syst Design Lab, Suwon 440600, South Korea

[3] Georgia Southern Univ, Dept Comp Sci, Statesboro, GA 30458 USA

来源：

IEEE COMMUNICATIONS LETTERS | 2018年 / 22卷 / 05期

基金：

新加坡国家研究基金会;

关键词：

Bandwidth-based adaptation; buffer-based adaptation; quality of experience; Markov Decision Process (MDP); HTTP-based adaptive streaming;

D O I：

10.1109/LCOMM.2018.2799878

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

This letter proposes a novel rate adaptation framework for dynamic adaptive streaming where three factors-available bandwidth, buffer state, and residual battery status, jointly determine the hit rate selected. We model the rate adaptation problem as a Markov Decision Process (MDP) with a goal to optimize video streaming experience as measured by video playback quality and buffer occupancy. Using simulation study, we show that our approach, termed as 3B-ARA, reduces rebuffering rate by over 20% while delivering a comparable average video rate and maintaining an average of 93% buffer occupancy as compared to other existing rate adaptation approaches.

引用

下载

页码：962 / 965

页数：4

共 33 条

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