@inproceedings{521adccf51f846d6acfd9111d64b49db,
title = "Neural network based antenna analysis using genetically optimized B{\'e}zier parameterization",
abstract = "Antenna design is a time consuming and tedious task which needs to be speeded up. This work discusses time efficient determination of antenna radiation pattern and return loss based on Artificial Neural Network. Return loss and radiation pattern data has been parameterized using B{\'e}zier parameterization and then optimized using genetic algorithm (GA) for better results. Finally, Feed-Forward Back-Propagation (FFBP) neural network has been trained based on normalized optimized B{\'e}zier parameters. Results show that neural network based antenna models are well suited for applications that require time efficient determination of antenna properties.",
keywords = "Antenna design, Neural Network, Genetic Algorithm, Bezier curves, Radiation pattern parameterization, Return loss parameterization",
author = "Athar Kharal and Irfan Shahid and Muzammil Bashir",
year = "2016",
doi = "10.1109/IBCAST.2016.7429950",
language = "English",
isbn = "9781467391269",
publisher = "Institute of Electrical and Electronics Engineers (IEEE)",
pages = "660--665",
editor = "Muhammad Zafar-uz-Zaman and Siddiqui, {Naveed A.} and Mazhar Iqbal and Abdul Mannan and Abdur Rauf and Saifullah Khan and Nadial Jamil and Mughal, {M. Anwar} and Qaiser Ahsan and Mureed Hussian and Mehreen Afzal and Muhammad Rafique and Naveed Durrani and Shahid Ali and Abbas, {Syed Ali} and Naveed Ahsan and Abdul Mueed",
booktitle = "Proceedings of 2016 13th International Bhurban Conference on Applied Sciences and Technology (IBCAST)",
address = "United States",
note = "13th International Bhurban Conference on Applied Sciences and Technology (IBCAST) ; Conference date: 12-01-2016 Through 16-01-2016",
}