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

Mikko Myllyniemi; Janne Vehkaperä; Johannes Peltola

doi:10.1109/ISCC.2007.4381641

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

Mikko Myllyniemi
, Janne Vehkaperä
, Johannes Peltola

VTT (former employee or external)

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-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 language	English
Title of host publication	2007 12th IEEE International Symposium on Computers and Communications
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	MW21-MW26
ISBN (Electronic)	978-1-4244-1521-2
ISBN (Print)	978-1-4244-1520-5
DOIs	https://doi.org/10.1109/ISCC.2007.4381641
Publication status	Published - 2007
MoE publication type	A4 Article in a conference publication
Event	12th IEEE International Symposium on Computers and Communications, ISCC '07 - Aveiro, Portugal Duration: 1 Jul 2007 → 4 Jul 2007 Conference number: 12

Conference

Conference	12th IEEE International Symposium on Computers and Communications, ISCC '07
Abbreviated title	ISCC '07
Country/Territory	Portugal
City	Aveiro
Period	1/07/07 → 4/07/07

Keywords

mobile multimedia
multimedia transmission
wireless multimedia
fuzzy logic
wireless video transmission

Access to Document

10.1109/ISCC.2007.4381641

Cite this

@inproceedings{5c3f47080d1445a28cf30d15f5f16b94,

title = "Fuzzy logic-based cross-layer controller for wireless video transmission",

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.",

keywords = "mobile multimedia, multimedia transmission, wireless multimedia, fuzzy logic, wireless video transmission",

author = "Mikko Myllyniemi and Janne Vehkaper{\"a} and Johannes Peltola",

year = "2007",

doi = "10.1109/ISCC.2007.4381641",

language = "English",

isbn = "978-1-4244-1520-5",

pages = "MW21--MW26",

booktitle = "2007 12th IEEE International Symposium on Computers and Communications",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "12th IEEE International Symposium on Computers and Communications, ISCC '07, ISCC '07 ; Conference date: 01-07-2007 Through 04-07-2007",

}

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. IEEE Institute of Electrical and Electronic Engineers, 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. IEEE Institute of Electrical and Electronic Engineers, 2007. p. MW21-MW26.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Fuzzy logic-based cross-layer controller for wireless video transmission

AU - Myllyniemi, Mikko

AU - Vehkaperä, Janne

AU - Peltola, Johannes

N1 - Conference code: 12

PY - 2007

Y1 - 2007

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.

KW - mobile multimedia

KW - multimedia transmission

KW - wireless multimedia

KW - fuzzy logic

KW - wireless video transmission

U2 - 10.1109/ISCC.2007.4381641

DO - 10.1109/ISCC.2007.4381641

M3 - Conference article in proceedings

SN - 978-1-4244-1520-5

SP - MW21-MW26

BT - 2007 12th IEEE International Symposium on Computers and Communications

PB - IEEE Institute of Electrical and Electronic Engineers

T2 - 12th IEEE International Symposium on Computers and Communications, ISCC '07

Y2 - 1 July 2007 through 4 July 2007

ER -

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

Abstract

Conference

Keywords

Access to Document

Fingerprint

Cite this