Null steering beamforming for wireless communication system using genetic algorithm

Antenna array systems are important components of modern radar and wireless communication systems. By controlling the array through a real-time optimization process, the adaptive techniques diminish the impact of system component noise and mitigate the effects of interfering radiation to ensure the delivery of a maximum fidelity signal. This paper deals with the possibilities to cancel unwanted signals by steering nulls of the pattern in the direction of high interference without affecting the main beam. We propose a null steering beamforming algorithm allowing us to suppress the interference based on the genetic algorithm (GA). The method used to calculate the position perturbations of selected elements is based on minimization of the power at the null locations and the power fluctuation in the main beam. The proposed null steering beamforming algorithm and the adaptive null steering method are compared with respect to the initial pattern using complex weights. We find that the proposed null steering beamforming algorithm possesses the better performance. Computer simulation shows the effectiveness of the proposed beamforming algorithm for wireless communication systems.

[1]  Josef A. Nossek,et al.  Smart antennas , 2001, Eur. Trans. Telecommun..

[2]  John Litva,et al.  Digital beamforming in wireless communications , 1996 .

[3]  Yilong Lu,et al.  Adaptive wide null steering for digital beamforming array with the complex coded genetic algorithm , 2000, Proceedings 2000 IEEE International Conference on Phased Array Systems and Technology (Cat. No.00TH8510).

[4]  Ta-Yung Liu,et al.  Comparison of beamforming techniques for W-CDMA communication systems , 2003, IEEE Trans. Veh. Technol..

[5]  J.A. Hejres Null steering in phased arrays by controlling the positions of selected elements , 2004, IEEE Transactions on Antennas and Propagation.

[6]  V. Rahmat-Samii,et al.  Genetic algorithms in engineering electromagnetics , 1997 .

[7]  D. E. Goldberg,et al.  Genetic Algorithms in Search , 1989 .

[8]  Vyacheslav Tuzlukov,et al.  Beamforming for rejection of co-channels interference in an OFDM system , 2010, 2010 3rd International Congress on Image and Signal Processing.

[9]  Michael T. Chryssomallis,et al.  Smart antennas , 2000 .

[10]  Yilong Lu,et al.  Sidelobe reduction in array-pattern synthesis using genetic algorithm , 1997 .

[11]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[12]  Lajos Hanzo,et al.  Third-generation systems and intelligent wireless networking , 2002 .

[13]  Dan Boneh,et al.  On genetic algorithms , 1995, COLT '95.

[14]  Stephen P. Boyd,et al.  Antenna array pattern synthesis via convex optimization , 1997, IEEE Trans. Signal Process..

[15]  Vyacheslav Tuzlukov,et al.  Null-steering beamforming for cancellation of Co-channel interference in CDMA wireless communication system , 2010, 2010 4th International Conference on Signal Processing and Communication Systems.