Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks

Chao Lieh Chen, Syue You Chen, Jeng Wei Lee, Yau-Hwang Kuo

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

2 Citations (Scopus)

Abstract

Adapting to wireless environment is an important and challenging issue. Optimization methods could fail since a priori finding objectives and constraints requires exact identification of wireless network's behavior which is almost impossible. Rather than using optimization theory, we propose a generic hierarchical cross-layer fuzzy control (HCLFC) model where hierarchical fuzzy control algorithms are mapped into hierarchy of protocol layers. In addition to aggregation of rule implications in an individual controller at a specific layer, aggregation controllers compromiseinference results from different layers. We adopt HCLFC for collaboration of physical and application layers where physicallayer modulation and application layer packet length adaptation are compromised to meet traffic requirements. Being perfectly compatible to the open systems interconnection architecture, theHCLFC is a generic solution to emergent wireless networks. Simulation results demonstrate that HCLFC optimally compromises objectives of different layers in highly uncertain and dynamic network conditions.

Original languageEnglish
Title of host publicationProceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08
DOIs
Publication statusPublished - 2008
EventInternational Conference on Mobile Technology, Applications, and Systems, Mobility'08 - Yilan, Taiwan
Duration: 2008 Sep 102008 Sep 12

Other

OtherInternational Conference on Mobile Technology, Applications, and Systems, Mobility'08
CountryTaiwan
CityYilan
Period08-09-1008-09-12

Fingerprint

Fuzzy control
Wireless networks
Agglomeration
Controllers
Open systems
Modulation
Network protocols

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Human-Computer Interaction

Cite this

Chen, C. L., Chen, S. Y., Lee, J. W., & Kuo, Y-H. (2008). Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks. In Proceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08 [26] https://doi.org/10.1145/1506270.1506304
Chen, Chao Lieh ; Chen, Syue You ; Lee, Jeng Wei ; Kuo, Yau-Hwang. / Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks. Proceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08. 2008.
@inproceedings{68e1f69bf4244cf09fda3351cb328f63,
title = "Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks",
abstract = "Adapting to wireless environment is an important and challenging issue. Optimization methods could fail since a priori finding objectives and constraints requires exact identification of wireless network's behavior which is almost impossible. Rather than using optimization theory, we propose a generic hierarchical cross-layer fuzzy control (HCLFC) model where hierarchical fuzzy control algorithms are mapped into hierarchy of protocol layers. In addition to aggregation of rule implications in an individual controller at a specific layer, aggregation controllers compromiseinference results from different layers. We adopt HCLFC for collaboration of physical and application layers where physicallayer modulation and application layer packet length adaptation are compromised to meet traffic requirements. Being perfectly compatible to the open systems interconnection architecture, theHCLFC is a generic solution to emergent wireless networks. Simulation results demonstrate that HCLFC optimally compromises objectives of different layers in highly uncertain and dynamic network conditions.",
author = "Chen, {Chao Lieh} and Chen, {Syue You} and Lee, {Jeng Wei} and Yau-Hwang Kuo",
year = "2008",
doi = "10.1145/1506270.1506304",
language = "English",
isbn = "9781605580890",
booktitle = "Proceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08",

}

Chen, CL, Chen, SY, Lee, JW & Kuo, Y-H 2008, Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks. in Proceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08., 26, International Conference on Mobile Technology, Applications, and Systems, Mobility'08, Yilan, Taiwan, 08-09-10. https://doi.org/10.1145/1506270.1506304

Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks. / Chen, Chao Lieh; Chen, Syue You; Lee, Jeng Wei; Kuo, Yau-Hwang.

Proceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08. 2008. 26.

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

TY - GEN

T1 - Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks

AU - Chen, Chao Lieh

AU - Chen, Syue You

AU - Lee, Jeng Wei

AU - Kuo, Yau-Hwang

PY - 2008

Y1 - 2008

N2 - Adapting to wireless environment is an important and challenging issue. Optimization methods could fail since a priori finding objectives and constraints requires exact identification of wireless network's behavior which is almost impossible. Rather than using optimization theory, we propose a generic hierarchical cross-layer fuzzy control (HCLFC) model where hierarchical fuzzy control algorithms are mapped into hierarchy of protocol layers. In addition to aggregation of rule implications in an individual controller at a specific layer, aggregation controllers compromiseinference results from different layers. We adopt HCLFC for collaboration of physical and application layers where physicallayer modulation and application layer packet length adaptation are compromised to meet traffic requirements. Being perfectly compatible to the open systems interconnection architecture, theHCLFC is a generic solution to emergent wireless networks. Simulation results demonstrate that HCLFC optimally compromises objectives of different layers in highly uncertain and dynamic network conditions.

AB - Adapting to wireless environment is an important and challenging issue. Optimization methods could fail since a priori finding objectives and constraints requires exact identification of wireless network's behavior which is almost impossible. Rather than using optimization theory, we propose a generic hierarchical cross-layer fuzzy control (HCLFC) model where hierarchical fuzzy control algorithms are mapped into hierarchy of protocol layers. In addition to aggregation of rule implications in an individual controller at a specific layer, aggregation controllers compromiseinference results from different layers. We adopt HCLFC for collaboration of physical and application layers where physicallayer modulation and application layer packet length adaptation are compromised to meet traffic requirements. Being perfectly compatible to the open systems interconnection architecture, theHCLFC is a generic solution to emergent wireless networks. Simulation results demonstrate that HCLFC optimally compromises objectives of different layers in highly uncertain and dynamic network conditions.

UR - http://www.scopus.com/inward/record.url?scp=67650688816&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=67650688816&partnerID=8YFLogxK

U2 - 10.1145/1506270.1506304

DO - 10.1145/1506270.1506304

M3 - Conference contribution

SN - 9781605580890

BT - Proceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08

ER -

Chen CL, Chen SY, Lee JW, Kuo Y-H. Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks. In Proceedings of the International Conference on Mobile Technology, Applications, and Systems, Mobility'08. 2008. 26 https://doi.org/10.1145/1506270.1506304