Fuzzy logic-based cross-layer controller for scalable video streaming

Janne Vehkaperä, Mikko Myllyniemi, Johannes Peltola

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)

Abstract

In this paper, we propose a fuzzy logic-based application layer controlling algorithm for scalable video streaming to adjust the bit rate of transmitted video utilizing cross-layer feedback information collected from the physical, network, and application layers. The proposed controlling algorithm adapts the bit rate and the frame rate of the scalable video bitstream according to information about the transmission conditions in order to utilize the available transmission capacity more efficiently. The proposed cross-layer controlling algorithm for wireless communication has been integrated into a cross-layer simulation platform and the results achieved when using the algorithm together with evolving scalable video coding standard H.264/SVC indicate that the proposed algorithm provides a good and fast adaptability into changing wireless channel conditions. (13 refs.)
Original languageEnglish
Title of host publicationProceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007
Place of PublicationAnaheim, CA, USA
PublisherActa press
Pages190-195
ISBN (Print)978-0-88986-652-2
Publication statusPublished - 2007
MoE publication typeA4 Article in a conference publication
EventIASTED European Conference on Internet and Multimedia Systems and Applications - Chamonix, France
Duration: 14 Mar 200716 Mar 2007

Conference

ConferenceIASTED European Conference on Internet and Multimedia Systems and Applications
CountryFrance
CityChamonix
Period14/03/0716/03/07

Fingerprint

Video streaming
Fuzzy logic
Controllers
Scalable video coding
Feedback
Communication

Cite this

Vehkaperä, J., Myllyniemi, M., & Peltola, J. (2007). Fuzzy logic-based cross-layer controller for scalable video streaming. In Proceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007 (pp. 190-195). Anaheim, CA, USA: Acta press.
Vehkaperä, Janne ; Myllyniemi, Mikko ; Peltola, Johannes. / Fuzzy logic-based cross-layer controller for scalable video streaming. Proceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007. Anaheim, CA, USA : Acta press, 2007. pp. 190-195
@inproceedings{2704fe199c0e40958c87498f3a6e399b,
title = "Fuzzy logic-based cross-layer controller for scalable video streaming",
abstract = "In this paper, we propose a fuzzy logic-based application layer controlling algorithm for scalable video streaming to adjust the bit rate of transmitted video utilizing cross-layer feedback information collected from the physical, network, and application layers. The proposed controlling algorithm adapts the bit rate and the frame rate of the scalable video bitstream according to information about the transmission conditions in order to utilize the available transmission capacity more efficiently. The proposed cross-layer controlling algorithm for wireless communication has been integrated into a cross-layer simulation platform and the results achieved when using the algorithm together with evolving scalable video coding standard H.264/SVC indicate that the proposed algorithm provides a good and fast adaptability into changing wireless channel conditions. (13 refs.)",
author = "Janne Vehkaper{\"a} and Mikko Myllyniemi and Johannes Peltola",
year = "2007",
language = "English",
isbn = "978-0-88986-652-2",
pages = "190--195",
booktitle = "Proceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007",
publisher = "Acta press",
address = "Canada",

}

Vehkaperä, J, Myllyniemi, M & Peltola, J 2007, Fuzzy logic-based cross-layer controller for scalable video streaming. in Proceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007. Acta press, Anaheim, CA, USA, pp. 190-195, IASTED European Conference on Internet and Multimedia Systems and Applications, Chamonix, France, 14/03/07.

Fuzzy logic-based cross-layer controller for scalable video streaming. / Vehkaperä, Janne; Myllyniemi, Mikko; Peltola, Johannes.

Proceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007. Anaheim, CA, USA : Acta press, 2007. p. 190-195.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

TY - GEN

T1 - Fuzzy logic-based cross-layer controller for scalable video streaming

AU - Vehkaperä, Janne

AU - Myllyniemi, Mikko

AU - Peltola, Johannes

PY - 2007

Y1 - 2007

N2 - In this paper, we propose a fuzzy logic-based application layer controlling algorithm for scalable video streaming to adjust the bit rate of transmitted video utilizing cross-layer feedback information collected from the physical, network, and application layers. The proposed controlling algorithm adapts the bit rate and the frame rate of the scalable video bitstream according to information about the transmission conditions in order to utilize the available transmission capacity more efficiently. The proposed cross-layer controlling algorithm for wireless communication has been integrated into a cross-layer simulation platform and the results achieved when using the algorithm together with evolving scalable video coding standard H.264/SVC indicate that the proposed algorithm provides a good and fast adaptability into changing wireless channel conditions. (13 refs.)

AB - In this paper, we propose a fuzzy logic-based application layer controlling algorithm for scalable video streaming to adjust the bit rate of transmitted video utilizing cross-layer feedback information collected from the physical, network, and application layers. The proposed controlling algorithm adapts the bit rate and the frame rate of the scalable video bitstream according to information about the transmission conditions in order to utilize the available transmission capacity more efficiently. The proposed cross-layer controlling algorithm for wireless communication has been integrated into a cross-layer simulation platform and the results achieved when using the algorithm together with evolving scalable video coding standard H.264/SVC indicate that the proposed algorithm provides a good and fast adaptability into changing wireless channel conditions. (13 refs.)

M3 - Conference article in proceedings

SN - 978-0-88986-652-2

SP - 190

EP - 195

BT - Proceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007

PB - Acta press

CY - Anaheim, CA, USA

ER -

Vehkaperä J, Myllyniemi M, Peltola J. Fuzzy logic-based cross-layer controller for scalable video streaming. In Proceedings of the IASTED European Conference on Internet and Multimedia Systems and Applications 2007. Anaheim, CA, USA: Acta press. 2007. p. 190-195