The combination of neural networks and genetic algorithm for fast and flexible wide nulling in digital beamforming

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

Volumn 2, Issue , 2002, Pages 782-786

  Wang, Yan ^a   Lu, Yilong ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BEAMFORMING; INFORMATION SCIENCE; INTERACTIVE COMPUTER SYSTEMS; OPTIMIZATION; PROBLEM SOLVING; RADIAL BASIS FUNCTION NETWORKS; REAL TIME SYSTEMS;

ADAPTIVE DIGITAL BEAMFORMING; COMBINATION OF NEURAL-NETWORK; DIGITAL BEAM FORMING; GENETIC ALGORITHM (GAS); OPTIMIZATION TOOLS; RADIAL BASIS FUNCTION NEURAL NETWORKS; REAL-TIME APPLICATION; REAL-TIME PROBLEMS;

GENETIC ALGORITHMS;

EID: 84964555202     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.2002.1198165     Document Type: Conference Paper

References (9)

1. Special Issue on adaptive antennas IEEE Trans. Antennas Propagat.,vol. AP-24,1976.
2. J. E. Hudson, Adaptive Array Principles, Chippenham, Wiltshire:Antony Rowe Ltd, 1989.
3. K. A. Al-Mashouq, I. El-Azhary, M. S. Afifi, A. S. Al-Ruwais, and P. S. Excell, 'Multiple nulls fromatin and low interference of futre arrays for small earth stations", Proc. ARABSAT Symp., King Saud Univ., Riyadh, Saudi Arabia, pp. 434-443, 1987.
4. El-Azhary, M. S. Afifi and P. S. Excell, "Fast cancellation of sidelobes in the pattern of a uniforml excited array using external elements", IEEE Trans. Antennas Propagat., vol. 38, no.12, Dec. 1990.
5. P. Owen and J.C. Mason, "The use of linear programming in the design of antenna patterns with prescribed nulls and other constraints", Int. J. Comput. Math. Elec. Electron. Eng., vol. 3, no. 4, pp.201-215, 1984.
6. Y. Lu, B. K. Yeo, "Adaptive wide null steering for digital beamforming array with the complex coded genetic algorithm", Proc. of 2000 IEEE International Conference on Phased Array Systems and Technology, pp. 557-560, 2000.
7. G. Cybenko, Approximation by superposition of a sigmoidal function, Mathematical Control Systems Signals, 2(4):303-314, 1989.
8. A. R. Barron, Universal approximation bounds for superpositions of a sigmoidal function, IEEE Transactions on Information Theory, 39(3):930-945, 1993.
9. F. Girosi, T.Poggio, Networks and the best approximation property. Technical Report AIM-1164, Massachusetts Institute of Technology,October 1989.