Development of ANN Models for the Design of Fractal Antennas

- Authors: Balwinder S. Dhaliwal1, Suman Pattnaik2, Shyam Sundar Pattnaik3
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View Affiliations Hide Affiliations1 National Institute of Technical Teachers Training and Research Chandigarh, India 2 Sri Sukhmani Institute of Engineering and Technology Dera Bassi Punjab, India 3 National Institute of Technical Teachers Training and Research Chandigarh, India
- Source: Fractal Antenna Design using Bio-inspired Computing Algorithms , pp 84-105
- Publication Date: June 2023
- Language: English
In this chapter, the development of ANN models for the design of proposed fractal antennas is explained. The various parameters of the fractal antennas selected for ANN models are described. The ANN models are designed using feed-forward neural networks, namely MLPNN, RBFNN and GRNN. The performance comparison of different ANN models on the basis of different performance measures is also given. The design of ANN ensemble models for fractal antennas is introduced, and different techniques for developing ANN ensemble models are also discussed in this chapter. nbsp;
Hardbound ISBN:
9789815136364
Ebook ISBN:
9789815136357
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