Fuzzy logic-based cross-layer controller for wireless video transmission

Mikko Myllyniemi, Janne Vehkaperä, 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 wireless multimedia communication to adjust the bit-rate of transmitted video according to cross-layer feedback information. To further improve the fast adaptation to possible bit rate adjustment proposed by the cross-layer controller, a general enhancement to the rate control algorithm of the video encoder based on the motion activity of the video sequence is also introduced. The proposed cross-layer controlling algorithm for wireless communication has been integrated into the cross-layer simulation platform and the results achieved when using the algorithm with H.264/AVC show that it provides a good and fast adaptability into changing wireless channel conditions and an enhancement in video quality is achieved compared to non-adapted situation.
Original languageEnglish
Title of host publication2007 12th IEEE International Symposium on Computers and Communications
PublisherInstitute of Electrical and Electronic Engineers IEEE
PagesMW21-MW26
ISBN (Electronic)978-1-4244-1521-2
ISBN (Print)978-1-4244-1520-5
DOIs
Publication statusPublished - 2007
MoE publication typeA4 Article in a conference publication
Event12th IEEE International Symposium on Computers and Communications, ISCC '07 - Aveiro, Portugal
Duration: 1 Jul 20074 Jul 2007
Conference number: 12

Publication series

Name
ISSN (Print)1530-1346

Conference

Conference12th IEEE International Symposium on Computers and Communications, ISCC '07
Abbreviated titleISCC '07
CountryPortugal
CityAveiro
Period1/07/074/07/07

Fingerprint

Fuzzy logic
Controllers
Communication
Feedback

Keywords

  • mobile multimedia
  • multimedia transmission
  • wireless multimedia
  • fuzzy logic
  • wireless video transmission

Cite this

Myllyniemi, M., Vehkaperä, J., & Peltola, J. (2007). Fuzzy logic-based cross-layer controller for wireless video transmission. In 2007 12th IEEE International Symposium on Computers and Communications (pp. MW21-MW26). Institute of Electrical and Electronic Engineers IEEE. https://doi.org/10.1109/ISCC.2007.4381641
Myllyniemi, Mikko ; Vehkaperä, Janne ; Peltola, Johannes. / Fuzzy logic-based cross-layer controller for wireless video transmission. 2007 12th IEEE International Symposium on Computers and Communications. Institute of Electrical and Electronic Engineers IEEE, 2007. pp. MW21-MW26
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Myllyniemi, M, Vehkaperä, J & Peltola, J 2007, Fuzzy logic-based cross-layer controller for wireless video transmission. in 2007 12th IEEE International Symposium on Computers and Communications. Institute of Electrical and Electronic Engineers IEEE, pp. MW21-MW26, 12th IEEE International Symposium on Computers and Communications, ISCC '07, Aveiro, Portugal, 1/07/07. https://doi.org/10.1109/ISCC.2007.4381641

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

2007 12th IEEE International Symposium on Computers and Communications. Institute of Electrical and Electronic Engineers IEEE, 2007. p. MW21-MW26.

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

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AU - Peltola, Johannes

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N2 - In this paper, we propose a fuzzy logic-based application layer controlling algorithm for wireless multimedia communication to adjust the bit-rate of transmitted video according to cross-layer feedback information. To further improve the fast adaptation to possible bit rate adjustment proposed by the cross-layer controller, a general enhancement to the rate control algorithm of the video encoder based on the motion activity of the video sequence is also introduced. The proposed cross-layer controlling algorithm for wireless communication has been integrated into the cross-layer simulation platform and the results achieved when using the algorithm with H.264/AVC show that it provides a good and fast adaptability into changing wireless channel conditions and an enhancement in video quality is achieved compared to non-adapted situation.

AB - In this paper, we propose a fuzzy logic-based application layer controlling algorithm for wireless multimedia communication to adjust the bit-rate of transmitted video according to cross-layer feedback information. To further improve the fast adaptation to possible bit rate adjustment proposed by the cross-layer controller, a general enhancement to the rate control algorithm of the video encoder based on the motion activity of the video sequence is also introduced. The proposed cross-layer controlling algorithm for wireless communication has been integrated into the cross-layer simulation platform and the results achieved when using the algorithm with H.264/AVC show that it provides a good and fast adaptability into changing wireless channel conditions and an enhancement in video quality is achieved compared to non-adapted situation.

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Myllyniemi M, Vehkaperä J, Peltola J. Fuzzy logic-based cross-layer controller for wireless video transmission. In 2007 12th IEEE International Symposium on Computers and Communications. Institute of Electrical and Electronic Engineers IEEE. 2007. p. MW21-MW26 https://doi.org/10.1109/ISCC.2007.4381641