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

Authors:

Chao-Lieh Chen,

Yau-Hwang KuoAuthors Info & Claims

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

Article No.: 26, Pages 1 - 7

https://doi.org/10.1145/1506270.1506304

Published: 10 September 2008 Publication History

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 compromise inference results from different layers. We adopt HCLFC for collaboration of physical (PHY) and application (APP) layers where physical layer modulation and application layer packet length adaptation are compromised to meet traffic requirements. Being perfectly compatible to the open systems interconnection (OSI) architecture, the HCLFC 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.

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Chao-Lieh Chen, Hsin-Long Yang, and Wei-Hsiung Huang, "MAC-centric Hierarchical Cross-Layer Fuzzy Control for Video Streaming over the IEEE 802.11e Wireless Networks", International Conference on Wireless Networks, Las Vegas, Nevada, USA, June 25--28, 2007.

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Cited By

Chen CLee JWu CKuo Y(2009)Fairness and QoS guarantees of WiMAX OFDMA scheduling with fuzzy controlsEURASIP Journal on Wireless Communications and Networking10.1155/2009/5125072009(1-14)Online publication date: 1-Jan-2009
https://dl.acm.org/doi/10.1155/2009/512507
Chen CCheng WWu CGuizani MMueller PFähnrich KVasilakos AZhang YZhang J(2009)Hierarchical cross-layer control ESL verification for wireless communicationsProceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly10.1145/1582379.1582415(160-164)Online publication date: 21-Jun-2009
https://dl.acm.org/doi/10.1145/1582379.1582415
Chen CLai C(2009)Implementation and ESL Verification of New Earliest-Deadline-First Scheduler for Video Streaming over Wireless NetworksProceedings of the 2009 Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing10.1109/IIH-MSP.2009.265(390-393)Online publication date: 12-Sep-2009
https://dl.acm.org/doi/10.1109/IIH-MSP.2009.265

Index Terms

Hierarchical cross-layer fuzzy control for compromise of multiple objectives in wireless mobile networks
1. Hardware
  1. Communication hardware, interfaces and storage
    1. Signal processing systems
2. Networks
  1. Network protocols
  2. Network types
    1. Mobile networks
    2. Wireless access networks

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Published In

cover image ACM Other conferences

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

September 2008

689 pages

ISBN:9781605580890

DOI:10.1145/1506270

General Chairs:
Jason Yi-Bing Lin
National Chiao Tung University, Taiwan
,
Han-Chieh Chao
National Ilan University, Taiwan
,
Peter Han Joo Chong
Nanyang Technological University, Singapore

Copyright © 2008 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 10 September 2008

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Cited By

Chen CLee JWu CKuo Y(2009)Fairness and QoS guarantees of WiMAX OFDMA scheduling with fuzzy controlsEURASIP Journal on Wireless Communications and Networking10.1155/2009/5125072009(1-14)Online publication date: 1-Jan-2009
https://dl.acm.org/doi/10.1155/2009/512507
Chen CCheng WWu CGuizani MMueller PFähnrich KVasilakos AZhang YZhang J(2009)Hierarchical cross-layer control ESL verification for wireless communicationsProceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly10.1145/1582379.1582415(160-164)Online publication date: 21-Jun-2009
https://dl.acm.org/doi/10.1145/1582379.1582415
Chen CLai C(2009)Implementation and ESL Verification of New Earliest-Deadline-First Scheduler for Video Streaming over Wireless NetworksProceedings of the 2009 Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing10.1109/IIH-MSP.2009.265(390-393)Online publication date: 12-Sep-2009
https://dl.acm.org/doi/10.1109/IIH-MSP.2009.265

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