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Resonance Frequency Estimation for Equilateral Triangular Microstrip Antennas Using Artificial Neural Network Model

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Proceedings of International Conference on Wireless Communication

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies ((LNDECT,volume 19))

Abstract

Neural Network modeling as computational tool has been widely used in many practical problems in the field of communication. This paper proposes the use of neural network modeling to microstrip antenna. The same has been developed for equilateral triangular microstrip antenna which is used on suspended air as well as glass epoxy suspended substrates. Using proposed model, frequencies calculated over wide range and for increasing substrate thickness give closer agreement with the simulated data obtained using IE3D simulations. At some frequencies and substrate thickness, measurements have also been carried out to validate the proposed model. A good agreement between simulated, measured, and calculated results is observed with % error of less than 2%.

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References

  1. Kumar, G., Ray, K.P.: Broadband Microstrip Antennas, 1st edn. Artech House, USA (2003)

    Google Scholar 

  2. Wong, K.L.: Compact and Broadband Microstrip Antennas, 1st edn. Wiley, New York, USA (2002)

    Google Scholar 

  3. Garg, R., Bhartia, P., Bahl, I., Ittipiboon, A.: Microstrip Antenna Design Handbook. Artech House, USA (2001)

    Google Scholar 

  4. Deshmukh, A.A., Kumar, G.: Reliability of suspended rectangular microstrip antenna. In: Proceedings of International Conference on Quality, Reliability and Control, Bombay, India, 26th–28th Dec 2001

    Google Scholar 

  5. Deshmukh, A.A., Kulkarni, S.D., Venkata A.P.C., Phatak, N.V.: Artificial neural network model for suspended rectangular microstrip antennas. In: Proceedings of ICAC3—2015, Mumbai, India, 1st–2nd Apr 2015

    Google Scholar 

  6. Deshmukh, A.A., Kulkarni, S.D., Venkata A.P.C., Nagarbowdi, S.B.: Artificial neural network model for suspended equilateral triangular microstrip antennas. In: Proceedings of ICCICT—2015, Mumbai, India, 15th–17th Jan 2015

    Google Scholar 

  7. Deshmukh, A.A., Kulkarni, S.D., Venkata A.P.C.: Artificial neural network model for suspended shorted rectangular microstrip antennas. In: Proceedings of ICCT—2015, Mumbai, India, 25th–26th Sept 2015

    Google Scholar 

  8. Deshmukh, A.A., Kulkarni, S.D., Venkata, A.P.C.: Artificial neural network model for suspended shorted 90° sectoral microstrip antennas. In: Extended Version of Proceedings of ICCT-2015, CAE J. (2016)

    Google Scholar 

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Authors and Affiliations

  1. Department of Electronics and Telecommunication Engineering, SVKM’s, D J Sanghvi College of Engineering, Mumbai, India

    Amit A. Deshmukh, Megh Shukla, Stuti Patel, Saurabh Labde & A. P. C. Venkata

Authors
  1. Amit A. Deshmukh
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  2. Megh Shukla
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  3. Stuti Patel
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  4. Saurabh Labde
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  5. A. P. C. Venkata
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Corresponding author

Correspondence to Amit A. Deshmukh .

Editor information

Editors and Affiliations

  1. D J Sanghvi College of Engineering, Mumbai, Maharashtra, India

    Hari Vasudevan

  2. Department of Electronics and Telecommunication Engineering, SVKM’s, D J Sanghvi College of Engineering, Mumbai, Maharashtra, India

    Amit A. Deshmukh

  3. Department of Electronics Engineering, Defence Institute of Advance Technology (DIAT), Pune, Maharashtra, India

    K. P. Ray

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Deshmukh, A.A., Shukla, M., Patel, S., Labde, S., Venkata, A.P.C. (2018). Resonance Frequency Estimation for Equilateral Triangular Microstrip Antennas Using Artificial Neural Network Model. In: Vasudevan, H., Deshmukh, A., Ray, K. (eds) Proceedings of International Conference on Wireless Communication . Lecture Notes on Data Engineering and Communications Technologies, vol 19. Springer, Singapore. https://doi.org/10.1007/978-981-10-8339-6_8

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  • DOI: https://doi.org/10.1007/978-981-10-8339-6_8

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-8338-9

  • Online ISBN: 978-981-10-8339-6

  • eBook Packages: EngineeringEngineering (R0)

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