Neural Network Modelling of Microstrip Antennas

This book explores various designs of wideband and circularly polarized slot-cut microstrip antennas realized using artificial neural network (ANN) modelling approach. The ANN modelling has been employed in variety of application in wireless domain. In this book, ANNs tools are used for design and predicting the antenna behaviour as well as tailoring designs as per specific frequency requirements. The book presents various designs employing regular shapes like, rectangular, circular and modified compact shapes like, semi-circular. The neural network approach used in this book achieves accurate antenna designs for wide frequency range and substrate parameters, based on the intended application, thus demonstrating the effectiveness of predictive modelling in developing the wideband and circularly polarized antennas.

Venkata A. P. Chavali received B.E degree in Electronics and Communication Engineering from Andhra University, Vizag, India in 2004 and M.E degree in Digital Communication from RGPV, Bhopal, India in 2010. She has completed her Ph. D. in Electronics and Telecommunication Engineering from D J Sanghvi College of Engineering, Mumbai University, Mumbai, India. She is currently working as an Assistant Professor with the Department of Electronics and Communication Engineering, at Indian Institute of Information Technology, Surat. In total she has 16 years of teaching experience. Her research interests include Broadband Microstrip Antennas. To her credit she has 30 Journal and 54 conference publications, and one granted, one published patents. She is on the reviewer list of various journals such as IEEE Transaction of Antennas and Propagation, International Journal of RF and Microwave Computer-Aided Engineering, Elsevier Micro and Nanostructures, and various international conferences.

Amit A. Deshmukh obtained B.E. (Electronics) from V.I.T., Pune University in 1997. He obtained M. Tech. Degree in 2000 and Ph. D. in 2004 from Department of Electrical Engineering, I. I. T. Bombay. His thesis work during masters and doctoral, was on Compact broadband and dual band microstrip antennas. He worked as Research Assistant in Department of Electrical Engineering, IIT Bombay. Further, He worked as Assistant Professor in Sardar Patel Institute of Technology, Mukesh Patel School of Technology Management and Engineering (NMIMS–DU) and D. J. Sanghvi College of Engineering. He also worked as Member of Technical staff in R & D division of Air Tight Network Pvt. Ltd., Pune. Currently he is working as Professor and Head of the Department of Electronics and Telecommunication Engineering at SVKM’s D. J. Sanghvi College of Engineering, Vile – Parle (W), Mumbai, India. He has together (Teaching, Industry, and Research) more than 22 years of experience. He has published more than 400 research papers in various International and National Journals and Conferences, and has one granted and three published patents. He is on reviewer list of many International Journals like, IEEE Transaction of Antennas and Propagation, IET Microwave Antennas and Propagation, PIERS journals, International Journal of Electronics, IETE Journal of Research, Elsevier Electronics and Communication Journal, etc. He has delivered many lecture talks in National/International conferences and workshops in the areas of patch antennas.

Aarti G. Ambekar received B.E degree in Electronics and Telecommunication Engineering from Cummins College of Engineering for Women, Pune University, India in 2007, M.E degree in Electronics from KJSCE, Mumbai University, India in 2013, and completed her Ph. D. in Electronics and Telecommunication Engineering from SVKM’s D J Sanghvi College of Engineering, Mumbai University, India in 2022. Since 2015 she is working as an Assistant Professor with the Department of Electronics and Telecommunication Engineering, D. J. Sanghvi College of Engineering, Mumbai, India. Her research interests include Microstrip Antennas, Image Processing, and Computer Vision. To her credit, she has a total of 11 Journal, 29 conference publications, and one granted, one published patents.