Abstract
In this article, the algorithms of MLPFFBP-ANN and RBF-ANN are utilized to make the neural system and for the assessment of transmission capacity of antenna. The preparation and testing information of the neural system is acquired by IE3D programming. The outcomes acquired by utilizing MLPFFBP-ANN and RBF-ANN are counted with IE3D and are very sensible. The working frequency scope of the radio wire varies from 3.1 GHz to 5.495 GHz with data transfer capacity of 55.73%. The outcomes obtained from IE3D and MLPFFBP-ANN and RBF-ANN are exceedingly related.
This is a preview of subscription content, log in via an institution to check access.
References
Kumar Girish, Ray KP (2003) Broadband microstrip antennas. Artech House, Norwood
Balanis CA (1997) Antenna theory, analysis and design. Wiley, New York
Ali Z, Singh VK, Singh AK, Ayub S (2011) E shaped microstrip antenna on Rogers substrate for WLAN applications. In: International conference on computational intelligence and communication networks (CICN), pp 342–345
Ang BK, Chung BK (2007) A wideband E-shaped microstrip patch antenna for 5–6 GHz wireless communications. Prog Electromagnet Res PIER 75:397–407
Shakib IslamMTMN, Misran N (2009) Multi-slotted microstrip patch antenna for wireless communication. Prog Electromagnet Res Lett 10:11–18
Hassoun MH (1999) Fundamentals of artificial neural network, chapter 8. Prentice Hall of India, New Delhi
Singh VK, Ali Z, Ayub S, Singh AK (2013) Dual band microstrip antenna design using artificial neural networks. Int J Adv Res Comput Sci Softw Eng (IJARCSSE) 3(1):74–79 (ISSN: 2277 128X)
Ali Z, Singh VK, Ayub S, Singh AK (2013) A neural network approach to study bandwidth microstrip antenna. Int J Adv Res Comput Sci Softw Eng (IJARCSSE) 3(1):64–69 (ISSN: 2277 128X)
Thakre VV, Singhal PK (2009) Band width analysis by introducing slots in microstrip antenna design using ANN. Prog Electromagnet Res M 9:107–122
Aneesh M, Ansari JA, Singh A, Kamakshi, Verma S (2013) RBF neural network modelling of rectangular microstrip patch antenna. In: Third international conference on computer and communication technology
Kumar A, Lala A, Singh VK, Bhoi AK (2018) Estimation of frequency band of microstrip antenna (MSA) with radial basis function (RBF). In: Bera R, Sarkar S, Chakraborty S (eds) Advances in communication, devices and networking. Lecture notes in electrical engineering, vol 462. Springer, Singapore, pp 385–391
Singh P, Singh VK, Lala A, Bhoi AK (2018) Design and analysis of microstrip antenna using multilayer feed-forward back-propagation neural network (MLPFFBP-ANN). In: Bera R, Sarkar S, Chakraborty S (eds) Advances in communication, devices and networking. Lecture notes in electrical engineering, vol 462. Springer, Singapore, pp 393–398
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Singh, V.K., Lala, A. & Singh, A.K. Novel Inset Feed Circular Slotted Microstrip Antenna Using Multilayer Feed-Forward Back-Propagation and Radial Basis Function Neural Network. Natl. Acad. Sci. Lett. 43, 343–345 (2020). https://doi.org/10.1007/s40009-020-00877-4
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40009-020-00877-4