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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/16091
Title: Stacked patch antenna design using ANN based BFO
Authors: Jain S.K.
Patnaik, Amalendu
Sinha S.N.
Published in: Proceedings of 2011 IEEE Applied Electromagnetics Conference, AEMC 2011
Abstract: This paper proposes the design aspects of dual resonance stacked patch antenna using the optimization feature of Bacteria Foraging Optimization (BFO) algorithm and function mapping feature of Neural Networks (NNs). At first, a NN was trained to learn the working frequencies of the stacked patch antenna for its different dimensional parameters. In the next phase, this trained NN was embedded inside the optimization loop of an optimizer working on BFO principle, to calculate the design dimensions of the antenna for user input frequencies. BFO, being new to microwave community, its capability has to be verified for microwave applications. The results obtained from the developed methodology were cross checked with simulations as well as with experimental verifications. © 2011 IEEE.
Citation: Proceedings of 2011 IEEE Applied Electromagnetics Conference, AEMC 2011, (2011). Kolkata
URI: https://doi.org/10.1109/AEMC.2011.6256792
http://repository.iitr.ac.in/handle/123456789/16091
Issue Date: 2011
Keywords: artificial neural network
bacteria foraging optimization
Stacked patch antenna
ISBN: 9.78E+12
Author Scopus IDs: 55461296100
7102813204
7403739821
Author Affiliations: Jain, S.K., Electronics and Computer Engineering Department, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand-247 667, India
Patnaik, A., Electronics and Computer Engineering Department, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand-247 667, India
Sinha, S.N., Electronics and Computer Engineering Department, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand-247 667, India
Corresponding Author: Jain, S.K.; Electronics and Computer Engineering Department, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand-247 667, India; email: satishjain.jain@ieee.org
Appears in Collections:Conference Publications [ECE]

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