An Intelligent QoS Algorithm for Home Networks

Wen Jyi Hwang, Tsung Ming Tai, Bo Ting Pan, Tun Yao Lou, Yun Jie Jhang

Research output: Contribution to journalArticle

Abstract

A novel quality of service (QoS) management algorithm for home networks is presented in this letter. The algorithm is based on service prediction for intelligent QoS management. The service prediction is carried out by a general regression neural network with a profile containing the past records of the service. A novel profile updating technique is proposed so that the profile size can remain small for fast bandwidth allocation. The analytical study and experiments over real LAN reveal that the proposed algorithm provides reliable QoS management for home networks with low computational overhead.

Original languageEnglish
Article number8633966
Pages (from-to)588-591
Number of pages4
JournalIEEE Communications Letters
Volume23
Issue number4
DOIs
Publication statusPublished - 2019 Apr

Keywords

  • Quality of service
  • home networks
  • neural networks

ASJC Scopus subject areas

  • Modelling and Simulation
  • Computer Science Applications
  • Electrical and Electronic Engineering

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  • Cite this

    Hwang, W. J., Tai, T. M., Pan, B. T., Lou, T. Y., & Jhang, Y. J. (2019). An Intelligent QoS Algorithm for Home Networks. IEEE Communications Letters, 23(4), 588-591. [8633966]. https://doi.org/10.1109/LCOMM.2019.2897567