• Login
    View Item 
    •   DSpace Home
    • Tạp chí, bài báo khoa học
    • Bài báo khoa học
    • View Item
    •   DSpace Home
    • Tạp chí, bài báo khoa học
    • Bài báo khoa học
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    A Detection for Positioning Sensor Node Based on Multilayer Perceptron

    Thumbnail
    View/Open
    A-Detection-for-Positioning-Sensor-Node-Based-on-Multilayer-Perceptron_Nguyen-Trong-The .pdf (191.4Kb)
    Date
    2021
    Author
    Đào, Thị Kiên
    Jiang, Shi Jie
    Ngô, Trường Giang
    Nguyễn, Thị Thanh Tân
    Nguyễn, Trọng Thể
    Metadata
    Show full item record
    Abstract
    Node positioning accuracy and the environmental impact on devices in wireless sensor networks (WSN) have been paid attention much by scholars recently. This paper proposed a prediction method for the sensor node positioning based on a multilayer perception in the neural networks. The node locations based on its signals’ strength characteristics are captured to be a dataset. The features about the signal strength of the node considered to extract from a large number of signal strength samples included noise that is measured by the nearest neighbor estimation for inputs of the scheme system. The experimental results compared with the other method in the literature shows that the proposed scheme provides higher positioning accuracy and the lower average error than the competitors.
    URI
    https://lib.hpu.edu.vn/handle/123456789/34468
    Collections
    • Bài báo khoa học [148]

    DSpace software copyright © 2002-2016  DuraSpace
    Contact Us | Send Feedback
    Theme by 
    Atmire NV
     

     

    Browse

    All of DSpaceCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsBy Submit DateThis CollectionBy Issue DateAuthorsTitlesSubjectsBy Submit Date

    My Account

    LoginRegister

    DSpace software copyright © 2002-2016  DuraSpace
    Contact Us | Send Feedback
    Theme by 
    Atmire NV