Title :
Adaptive Antenna Arrays Using a Genetic Algorithm
Author_Institution :
Appl. Res. Lab., Pennsylvania State Univ., State College, PA
Abstract :
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
Keywords :
adaptive antenna arrays; genetic algorithms; interference suppression; adaptive antenna arrays; adaptive nulling; genetic algorithm; Adaptive arrays; Antenna arrays; Cost function; Directive antennas; Genetic algorithms; Interference cancellation; Interference constraints; Linear antenna arrays; Phased arrays; Power generation;
Conference_Titel :
Adaptive and Learning Systems, 2006 IEEE Mountain Workshop on
Conference_Location :
Logan, UT
Print_ISBN :
1-4244-0166-6
DOI :
10.1109/SMCALS.2006.250724