Design of An Equilateral Triangular Microstrip Antenna Using Neural network
Article Sidebar
Main Article Content
Abstract
This paper is to present how to design an equilateral triangular microstrip antenna using the radial basis function neural network to determine the length of each side of the antenna using the MATLAB program. The optimized length of the antenna is designed at the operating frequency of 2.45 GHz, calculated by the neural network method and applied to simulate the antenna model on the CST program to determine the antenna model's operating frequency. As a result, the operating frequency obtained from the Neural Network method and from the CST program are corresponded.
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Copyright belongs to Srinakharinwirot University Engineering Journal
References
D. Ramakrishnan and P. P. V, "Wideband Suspended Strip Feed 30°-60°-90° Triangular Microstrip Patch Antenna," in 2022 3rd International Conference for Emerging Technology (INCET), Belgaum, India, 2022, pp. 1-4.
A. Deshmukh, V. Chaudhary, S. Pawar, A. Mhatre and M. Shah, "Enhancement In Bandwidth using Sectoral Patches in Equilateral Triangular Microstrip Antenna," in 2019 IEEE 5th International Conference for Convergence in Technology (I2CT), Bombay, India, 2019, pp. 1-5.
F. Abdelhak, S. Noureddine and G. Ali, "An Electrical Model to Sierpenski Gasket Patch Antenna," in 2009 Fifth Advanced International Conference on Telecommunications, 2009, pp. 284-288.
B. S. Dhaliwal and S. S. Pattnaik, “Artificial Neural Network Analysis of Sierpinski Gasket Fractal Antenna: A Low-Cost Alternative to Experimentation,” Advances in Artificial Neural Systems, vol. 2013, no. 3, pp. 1-7, 2013.
M. Mathur, G. Singh, S. K. Bhatnagar, S. Swami and A. Vats, “Transformation of Design Formulae for Feed Line of Triangular Microstrip Antenna,” AIP Conference Proceedings., vol. 1715, pp. 20035 (1-5), 2016.
M.M. Olaimat and N. I. Dib, “A Study of 15-75- 90 degree Angles Triangular Patch Antenna.” Progress In Electromagnetic Research Letters, vol 21, pp. 1 – 9, 2011.
Grienggrai Rajchakit. [2022, Nov 15]. Artificial neural network. Content summary report of utilization of training, seminar or academic conference [online]. Available: https://rae.mju.ac.th/acticleDetail.aspx?qid=585
S. Arampongsanuwat and P. Meesad, “The development of a model to predict the amount of PM10 in Bangkok using Radial basis function ,” in NCIT 2010.,KMITL., 2010, pp. 273-278.
A. Deshmukh, V. Chaudhary, S. Pawar, A. Mhatre and M. Shah, "Enhancement In Bandwidth using Sectoral Patches in Equilateral Triangular Microstrip Antenna," in 2019 IEEE 5th International Conference for Convergence in Technology (I2CT), Bombay, India, 2019, pp. 1-5.