Neural network modeller for design optimisation of multilayer patch antennas

N. P. Somasiri, X. Chen, A. A. Rezazadeh

    Research output: Contribution to journalArticlepeer-review

    Abstract

    The development of a neural network modeller for the optimisation of a dual-band multilayer microstrip patch antenna is presented. The multilayer antenna is built on an in-house semi-insulating GaAs substrate and poses a challenge to electromagnetic-based optimisation modelling. The developed neural network model allows some of the optimisation processes of the design to be carried out swiftly by replacing repeated electromagnetic simulations whilst still retaining a good accuracy as compared with method of moments modelling. © IEE, 2004.
    Original languageEnglish
    Pages (from-to)514-518
    Number of pages4
    JournalIEE Proceedings: Microwaves, Antennas and Propagation
    Volume151
    Issue number6
    DOIs
    Publication statusPublished - Dec 2004

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