Title :
Calculation of Microstrip antenna bandwidth using Artificial Neural Network
Author :
Thakare, Vandana Vikas ; Singhal, Pramod ; Das, Kamya
Author_Institution :
Dept. of Electron. Eng., Anand Eng. Coll., Agra
Abstract :
An artificial neural network has been developed for the calculation of bandwidth of resonant microstrip antenna. The network training data is generated using IE3D an electromagnetic simulator. An example of inset feed rectangular microstrip patch antenna is being considered. A feed forward network structure is preferred for bandwidth calculation. Results of the network are compared with the data obtained from IE3D simulator and concluded that results are in good agreement with simulator findings.
Keywords :
antenna feeds; electrical engineering computing; feedforward neural nets; microstrip antennas; IE3D electromagnetic simulator; antenna bandwidth calculation; artificial neural network; feed forward network structure; inset feed rectangular microstrip patch antenna; network training data; resonant antenna; Antenna feeds; Artificial neural networks; Bandwidth; Circuit simulation; Computational modeling; Microstrip antennas; Microwave circuits; Neural networks; Neurons; Training data; Bandwidth; Microstrip antenna; Modeling; Neural networks; Simulation;
Conference_Titel :
RF and Microwave Conference, 2008. RFM 2008. IEEE International
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-2866-3
Electronic_ISBN :
978-1-4244-2867-0
DOI :
10.1109/RFM.2008.4897355
