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Design Analysis of Intelligent Dynamically Phased Array Smart Antenna Using Dipole Leg and Radial Basis Function Neural Network

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Book cover Computational Collective Intelligence

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9329))

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Abstract

The smart antennas are the antenna arrays with smart signal processing algorithms used to track and locate the antenna beam on the target. The idea of smart antennas is to use base station antenna patterns that are not fixed, but adapt to the current radio conditions. The DPA smart antenna may simplify the problem of design and implementation in comparison of adaptive or switched lobe method because of their capabilities of interference suppression, easy design and implementation. A simple DPA based smart antenna using dipole leg is proposed in this paper which makes it suitable for practical implementation without any compromise in its performance, thus avoiding the need for a high cost adaptive array. Side lobe magnitude and number of sidelobe are reduced by adding null point to the design of array signal in conventional Fourier series window method techniques. A control algorithm based on RBFNN technique is proposed to control the variations in shape and interference which provides the performance of DPA smart antenna equivalent to adaptive array technique. It effectively controls the directivity pattern variations without sacrificing the spectral performance of antenna array.

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References

  1. Alexiou, A., Haardt, M.: Smart antenna technologies for future wireless systems: trends and challenges. IEEE Commun. Mag. 42(9), 90–97 (2004)

    Article  Google Scholar 

  2. Chryssomallis, M.: smarty antennas. Antennas and Propagation Magazine, IEEE 42(3), 129–136 (2000)

    Article  Google Scholar 

  3. Array Comm: Smart Antenna Systems, May 2000. http://www.arraycomin.com

  4. Compton, R.T.: Adaptive Antcnnas: Conccpts and Perfonnance. Prentice-Hall, Englewood Cliffs (1988)

    Google Scholar 

  5. Stevanovi´c, I., Skrivervik, A., Mosig, J.R.: Smart Antenna Systems for Mobile Communications. Technical report, Laboratoired’Electromagn´etisme et d’Acoustique, January 2003

    Google Scholar 

  6. Haykins, S.: Neural Networks: A Comprehensive Foundation. IEEE Press/IEEE Computer Society Press, New York (1994)

    Google Scholar 

  7. Rawat, A., Yadav, R.N., Shrivastava, S.C.: Neural Modeling of 15 Element Dynamic Phased Array Smart Antenna. In: IEEE International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2009, Trivendrum, India, pp 45–49, December 28, 2009

    Google Scholar 

  8. El Zooghby, A.H., Christodoulou, C.G., Georgiopoulos, M.: Performance of Radial-Basis Function Networks for Direction of Arrival Estimation with Antenna Arrays. IEEE Trans. Antennas Propag. 45(11), 1611–1617 (1997)

    Article  Google Scholar 

  9. Rawat, A., Yadav, R.N., Shrivastava, S.C.: Neural Network Application in Smart Antenna Arrays: A Review. AEU - International Journal of Electronics and Communications 66(11), 903–912 (2012)

    Article  Google Scholar 

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Correspondence to Abhishek Rawat .

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Rawat, A., Rawat, V., Yadav, R.N. (2015). Design Analysis of Intelligent Dynamically Phased Array Smart Antenna Using Dipole Leg and Radial Basis Function Neural Network. In: Núñez, M., Nguyen, N., Camacho, D., Trawiński, B. (eds) Computational Collective Intelligence. Lecture Notes in Computer Science(), vol 9329. Springer, Cham. https://doi.org/10.1007/978-3-319-24069-5_45

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  • DOI: https://doi.org/10.1007/978-3-319-24069-5_45

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-24068-8

  • Online ISBN: 978-3-319-24069-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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