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
PublisherIEEE Institute of Electrical and Electronic Engineers
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

Conference

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

Keywords

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

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  • 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). IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/ISCC.2007.4381641