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    Unified analysis model for microstrip and coupled lines structures utilizing artificial intelligence techniques


    Taher, H. and Farrell, Ronan (2015) Unified analysis model for microstrip and coupled lines structures utilizing artificial intelligence techniques. In: 2015 26th Irish Signals and Systems Conference (ISSC). IEEE. ISBN 9781467369749

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    Abstract

    Planar structures such as single microstrip Line (SML) and microstrip coupled line (MCL) are basic components in RF circuits and systems. Traditionally, analysis parameters of SML and MCL, an effective permittivity (ε eff ) and characteristic impedance (Z c ), are obtained using piecewise empirical functions. The intervals boundaries depend on the line width to the substrate high ratio (w/h) value. In this paper, Artificial Neural Network (ANN) is used to build unified, fast and accurate model for ε eff and Z c of SML and MCL. The built ANN model is validated with the empirical models. Very accurate consolidated model for both of SML and MCL is obtained.

    Item Type: Book Section
    Keywords: Planar structures; Microstrip coupled lines; Artificial neural networks; microstrip lines;
    Academic Unit: Faculty of Science and Engineering > Electronic Engineering
    Item ID: 9757
    Identification Number: https://doi.org/10.1109/ISSC.2015.7163788
    Depositing User: Dr. Ronan Farrell
    Date Deposited: 08 Aug 2018 14:57
    Publisher: IEEE
    Refereed: Yes
    URI:

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