Title :
The application of Improved Quantum Genetic Algorithm to beam forming of adaptive array of smart antennas
Author :
Ma, Huahong ; Wang, Wenxia
Author_Institution :
Electron. & Inf. Coll., Henan Univ. of Sci. & Technol., Luoyang, China
Abstract :
This article introduced the traditional genetic algorithm and quantum genetic algorithm at first. On the basis of the two algorithms, an improved genetic algorithm is proposed to handle array beamforming optimization problems. The results of simulation show that the improved genetic algorithm is effective and satisfactory in resolving the problem of beam forming of adaptive array of smart antennas.
Keywords :
adaptive antenna arrays; array signal processing; genetic algorithms; adaptive array; array beamforming optimization problems; quantum genetic algorithm; smart antennas; Algorithm design and analysis; Antenna arrays; Arrays; Biological cells; Encoding; Genetic algorithms; Beam forming; Genetic Algorithm; Improved Genetic Algorithm; Quantum Genetic Algorithm; Smart Antenna;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
Conference_Location :
Hohhot
Print_ISBN :
978-1-4244-9436-1
DOI :
10.1109/MACE.2011.5987290