@article{94676523465f4a8aafe922f20e2ff168,
title = "An Intelligent QoS Algorithm for Home Networks",
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.",
keywords = "Quality of service, home networks, neural networks",
author = "Hwang, {Wen Jyi} and Tai, {Tsung Ming} and Pan, {Bo Ting} and Lou, {Tun Yao} and Jhang, {Yun Jie}",
note = "Funding Information: Manuscript received December 9, 2018; revised January 30, 2019; accepted January 31, 2019. Date of publication February 4, 2019; date of current version April 9, 2019. This work is supported by the Ministry of Science and Technology, Taiwan, under Grant MOST 107-2221-E-003-001-MY2. The associate editor coordinating the review of this letter and approving it for publication was A. Mellouk. (Corresponding author: Wen-Jyi Hwang.) W.-J. Hwang, B.-T. Pan, T.-Y. Lou, and Y.-J. Jhang are with the Department of Computer Science and Information Engineering, National Taiwan Normal University, Taipei 117, Taiwan (e-mail: whwang@ntnu.edu.tw; kimi9235@gmail.com; g016214@hotmail.com; taco9395@gmail.com). Publisher Copyright: {\textcopyright} 2019 IEEE.",
year = "2019",
month = apr,
doi = "10.1109/LCOMM.2019.2897567",
language = "English",
volume = "23",
pages = "588--591",
journal = "IEEE Communications Letters",
issn = "1089-7798",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "4",
}