Network traffic is significantly difficult be correctly estimated and predicted in power line communications because network traffic has obvious dynamic features. How to accurately estimate and predict network traffic in power communication networks is very significant for power scheduling. This paper studies the network traffic estimation problem in power line telecommunications and proposes a new estimation method to accurately forecast power communication network traffic. Firstly, we use the Hibert-Huang transform theory to capture network traffic features in power line communications. Secondly, we construct the Hibert-Huang transform estimation model about network traffic in power line communications to forecast dynamic network traffic. Thirdly, we propose a new traffic estimation algorithm to estimate network traffic. Simulation results show that our approach is feasible.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    A Hilbert-Huang Transform-Based Traffic Estimation Algorithm to Power Line Communications


    Contributors:
    Guo, Yonggui (author) / Guo, Kunya (author) / Cong, Haiyang (author) / Li, Ran (author) / Lu, Yi (author) / Lu, Bin (author) / Wang, Dongdong (author) / Wu, Diying (author) / Fu, Taiyi (author)


    Publication date :

    2019-11-01


    Size :

    166152 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Estimation of flight modes with Hilbert-Huang transform

    Bagherzadeh, Seyed Amin / Sabzehparvar, Mahdi | Emerald Group Publishing | 2015



    Hop Period Estimation for Frequency Hopping Signals Based on Hilbert-Huang Transform

    Yuan, Ye / Mei, Wen-bo / Wu, Si-liang et al. | IEEE | 2008


    Impact Echo Data Analysis Based on Hilbert-Huang Transform

    Algernon, Daniel | Online Contents | 2007


    Impact Echo Data Analysis Based on Hilbert-Huang Transform

    Algernon, Daniel / Wiggenhauser, Herbert | Transportation Research Record | 2007