An Intelligent QoS Algorithm for Home Networks

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

研究成果: 雜誌貢獻文章


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.

頁(從 - 到)588-591
期刊IEEE Communications Letters
出版狀態已發佈 - 2019 四月

ASJC Scopus subject areas

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

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    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].