• DocumentCode
    3764645
  • Title

    Prediction of length & width of a rectangular patch antenna using ANN

  • Author

    Bishal Dey Sarkar;Sonali Shankar;Himanshu Chaurasiya

  • Author_Institution
    A.S.E.T., Amity University Uttar Pradesh, Noida, 201303, INDIA
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, ANN is trained for determining the length and width of a rectangular patch antenna at a given resonant frequency and height. Training is done through Bayesian Regularization (BR) and Levenberg Marquart (LM) algorithms. After training ANN, the best suitable algorithm is taken and the result from that algorithm obtained are compared with the theoretically obtained value of length and width at the same desired resonant frequency and height. The resonant frequency is maintained at S band (2 GHz-4 GHz) and C band (4 GHZ-8 GHz) which is used for satellite communication and radar applications.
  • Keywords
    "Artificial neural networks","Training","Resonant frequency","Patch antennas","Testing","Performance analysis"
  • Publisher
    ieee
  • Conference_Titel
    India Conference (INDICON), 2015 Annual IEEE
  • Electronic_ISBN
    2325-9418
  • Type

    conf

  • DOI
    10.1109/INDICON.2015.7443343
  • Filename
    7443343