Title :
The utilization of neural networks to radiation pattern of microstrip antenna formation
Author :
Wnuk, Marian ; Nowosielski, Leszek ; Bugaj, Marek
Author_Institution :
Fac. of Electron., Mil. Univ. of Technol., Warsaw, Poland
Abstract :
Artificial Neural Networks (ANN) have recently gained attention as a fast and flexible vehicle for microwave modelling, simulation and optimization. This paper provides an overview of the possibility of applying artificial neural networks during the process of shaping the profile (radiation pattern) of microstrip antenna array. Some algorithms based on neural networks are able to accelerate the process at considerable stages by using parallel operations. By appropriate selection of learning data, solution in the time approximate to real is realized. Based on specially implemented in the MATLAB environment algorithm for making artificial neural networks, “Flex Tool” computer simulation was performed.
Keywords :
antenna radiation patterns; electronic engineering computing; microstrip antenna arrays; neural nets; ANN; Flex Tool computer simulation; MATLAB environment algorithm; antenna radiation pattern; artificial neural networks; learning data; microstrip antenna array; microstrip antenna formation; Antenna radiation patterns; Arrays; Biological neural networks; Microstrip; Microstrip antenna arrays; Microstrip antennas; Neurons; artificial neural networks; microstrip antenna;
Conference_Titel :
Signal Processing and Communication Systems (ICSPCS), 2013 7th International Conference on
Conference_Location :
Carrara, VIC
DOI :
10.1109/ICSPCS.2013.6723953