Adaptive Antenna Arrays Using a Genetic Algorithm

This paper presents the application of a genetic algorithm (GA) to adapt an antenna array's response in order to reject interference. Since the GA reduces the total power output of the array, constraints are used to prevent nulling of the desired signal received by the main beam. Constraints take the form of using only the least significant bits or a subset of the elements to perform the nulling. Examples demonstrate adaptive nulling using amplitude and phase, phase only, and amplitude only weights

[1]  Marek E. Bialkowski,et al.  LOW COST BRIEFCASE SATPHONE TERMINAL ANTENNAS , 1999 .

[2]  R. Haupt Optimum population size and mutation rate for a simple real genetic algorithm that optimizes array factors , 2000, IEEE Antennas and Propagation Society International Symposium. Transmitting Waves of Progress to the Next Millennium. 2000 Digest. Held in conjunction with: USNC/URSI National Radio Science Meeting (C.

[3]  S. Applebaum,et al.  Adaptive arrays , 1976 .

[4]  G. Rassweiler,et al.  Adaptive sidelobe nulling using digitally controlled phase-shifters , 1976 .

[5]  Randy L. Haupt,et al.  Practical Genetic Algorithms with CD-ROM , 2004 .

[6]  Randy L. Haupt,et al.  EXPERIMENTAL ADAPTIVE NULLING WITH A GENETIC ALGORITHM , 1999 .

[7]  B. Widrow,et al.  Adaptive antenna systems , 1967 .

[8]  Randy L. Haupt,et al.  Phase-only adaptive nulling with a genetic algorithm , 1997 .

[9]  Randy L. Haupt,et al.  Practical Genetic Algorithms , 1998 .