Expectation Model and Scheduling for Video Streaming

Yu Jui Chiang, Hsu-Feng Hsiao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Resource scheduling is important to improve quality of experience for the services of multimedia streaming. In this paper, a scheduling algorithm of modulation and coding schemes for layered video streaming over wireless broadband networks is proposed. We suggest using the effective throughput, defined as the decompressible data rate, to formulate the utility of a streaming service, because of the stronger relationship between the video quality and the effective throughput. In the proposed method, we address the scheduling problem using a designed expectation model. The model is used to estimate the utility according to the expected contribution of coded blocks. Then, we develop a coarse to fine grained resource scheduling algorithm to solve the scheduling problem effectively.

Original languageEnglish
Title of host publication2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538648810
DOIs
StatePublished - 26 Apr 2018
Event2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Florence, Italy
Duration: 27 May 201830 May 2018

Publication series

NameProceedings - IEEE International Symposium on Circuits and Systems
Volume2018-May
ISSN (Print)0271-4310

Conference

Conference2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018
CountryItaly
CityFlorence
Period27/05/1830/05/18

Keywords

  • resource scheduling
  • video streaming
  • wireless broadband networks

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