I found the number of the papers on antenna design or antenna synthesis by using ANN are decreasing in recent years. Does that mean the research area meet with the bottleneck? If yes, what's that? If not, may I ask what the new promising topics of the field are ?
Research field or area strives via relevance, interest and robustness of the research. If these three key things are lacking, such problem as identified by you would certainly be the resultant end
Thank you for replying! And I’m sorry for my late reply. I agree with you. I really think the three things are important. But I think they are just a part of the ways to choose a area. I think we may also need to consider the prospect of the topic and if we can find new angles to start the research.
We can seen the follwing research articles:
1) T.N. Kapetanakis, I.O. Vardiambasis, M.P. Ioannidou, and A. Maras, "Neural network modeling for the solution of the inverse loop antenna radiation problem", DOI: 10.1109/TAP.2018.2869136, IEEE Transactions on Antennas and Propagation, vol. 66, no. 11, pp. 6283-6290, November 2018, and 2) T.N. Kapetanakis, I.O. Vardiambasis, E.I. Lourakis, and A. Maras, "Applying neuro-fuzzy soft computing techniques to the circular loop antenna radiation problem", DOI: 10.1109/LAWP.2018.2862939, IEEE Antennas and Wireless Propagation Letters, vol. 17, no. 9, pp. 1673-1676, September 2018,
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