Improving 802.11 QoS in heterogeneous channels using an adaptive scheme

Wang Chiapin, Lin Tsungnan

Research output: Contribution to conferencePaper

Abstract

In error-prone IEEE 802.11 WLAN environments, link qualities can significantly affect the channel allocation among hosts and consequently the user perceived QoS of multimedia services. In this paper we propose an adaptive mechanism which on-line adjusts the initial backoff window size depending on the current channel state in order to provide fair multimedia QoS. It is a table-driven optimization approach which off-line pre-establishes the table of best initial window size associated with channel conditions based on a cost-reward function. Neural networks are utilized to learn the nonlinear mapping function and to generalize that to other channel conditions. A video streaming transmission scenario is used to evaluate the performance of our scheme. The results demonstrate the effectiveness of the proposed mechanism.

Original languageEnglish
Publication statusPublished - 2006 Dec 1
EventIASTED International Conference on WIRELESS SENSOR NETWORKS, Part of the Sixth IASTED International Multi-Conference on WIRELESS AND OPTICAL COMMUNICATIONS - Banff, AB, Canada
Duration: 2006 Jul 32006 Jul 4

Other

OtherIASTED International Conference on WIRELESS SENSOR NETWORKS, Part of the Sixth IASTED International Multi-Conference on WIRELESS AND OPTICAL COMMUNICATIONS
CountryCanada
CityBanff, AB
Period06/7/306/7/4

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Keywords

  • 802.11 WLANs
  • Neural networks
  • QoS
  • Wireless technologies

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Chiapin, W., & Tsungnan, L. (2006). Improving 802.11 QoS in heterogeneous channels using an adaptive scheme. Paper presented at IASTED International Conference on WIRELESS SENSOR NETWORKS, Part of the Sixth IASTED International Multi-Conference on WIRELESS AND OPTICAL COMMUNICATIONS, Banff, AB, Canada.