Title :
Phase-only adaptive nulling with neural networks for antenna array synthesis
Author :
Ghayoula, Ridha ; Fadlallah, N. ; Gharsallah, Ali ; Rammal, M.
Author_Institution :
Lab. de Phys. de la Mater. molle, Campus Univ. Tunis El-manar, Tunis
fDate :
2/1/2009 12:00:00 AM
Abstract :
A new approach to adaptive phase-only nulling with phased arrays is described. An efficient method is presented to synthesise directive beam and multi-beam patterns and create adaptive nulls in interference direction. The proposed method is based on iterative minimisation of a function that incorporates constraints imposed in each direction with respect to excitation phases and neural network technique. Various results are presented to show the advantages and limitations of this approach. The back-propagation algorithm proves to be better than previous phase-only adaptive algorithms. To verify the performances of the proposed technique, an eight-element array has been realised and tested for various types of beam configurations.
Keywords :
adaptive antenna arrays; antenna phased arrays; antenna radiation patterns; electrical engineering computing; neural nets; adaptive antenna array; antenna array synthesis; back-propagation algorithm; directive antenna arrays; eight-element array; interference direction; iterative minimisation; multibeam patterns; neural networks; phase-only adaptive nulling; phased arrays;
Journal_Title :
Microwaves, Antennas & Propagation, IET
DOI :
10.1049/iet-map:20070256