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Neural network applications in microwave device design
Author(s) -
Selleri Stefano,
Manetti Stefano,
Pelosi Giuseppe
Publication year - 2002
Publication title -
international journal of rf and microwave computer‐aided engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.335
H-Index - 39
eISSN - 1099-047X
pISSN - 1096-4290
DOI - 10.1002/mmce.7001
Subject(s) - microwave , artificial neural network , computer science , electronic engineering , microwave applications , microwave imaging , engineering , electrical engineering , telecommunications , artificial intelligence
This paper deals with many different neural network architectures that have been introduced to simulate the electromagnetic behavior of complex microwave devices and antennas. Many issues linked to the peculiarities of such devices are addressed. Furthermore, the inverse problem of designing a microwave device, once the required characteristics are given, is also developed by using a neural network approach. © 2002 John Wiley & Sons, Inc. Int J RF and Microwave CAE 12: 90–97, 2002.