Title :
Artificial Neural Network and Analytical Method-Based Control of Higher Harmonic Radiation From Active Antenna Arrays
Author :
Siakavara, K. ; Goulemes, V.
Author_Institution :
Aristotle Univ. of Thessaloniki, Thessaloniki
fDate :
6/30/1905 12:00:00 AM
Abstract :
The mean-square error (MSE) criterion combined with the Lagrange method and an artificial neural network (ANN) technique are proposed for the reduction of the radiation of the higher harmonic signals generated in active antenna arrays.
Keywords :
active antenna arrays; antenna radiation patterns; harmonic analysis; mean square error methods; neural nets; telecommunication computing; Lagrange method; active antenna arrays; analytical method-based control; artificial neural network; higher harmonic radiation; mean-square error criterion; Antenna arrays; Antenna radiation patterns; Antennas and propagation; Artificial neural networks; Frequency; Harmonic analysis; Lagrangian functions; Phased arrays; Radar antennas; Signal generators; Antenna arrays; Neural networks; neural networks (NNs);
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2007.914117
