Title :
A novel Real-coded Quantum Genetic Algorithm in radiation pattern synthesis for smart antenna
Author :
Liu, Ming ; Yuan, Chao-wei ; Huang, Tao
Author_Institution :
Inst. of Commun. Networks Integrated Tech., Beijing Univ. of Posts & Telecommun., Beijing
Abstract :
A novel real-coded quantum genetic algorithm (RQGA) is designed. The concept of real qubit and real quantum gate is proposed to express the genes and accelerate the convergence rate. All the genes of a chromosome are expressed by phase angles instead of real values. Experiment results of radiation pattern synthesis for smart antenna show that the proposed algorithm achieves more satisfactory effect than existing algorithms.
Keywords :
adaptive antenna arrays; antenna radiation patterns; genetic algorithms; quantum gates; quantum gate; qubit; radiation pattern synthesis; real-coded quantum genetic algorithm; smart antenna; Algorithm design and analysis; Antenna radiation patterns; Binary codes; Biological cells; Biology computing; Convergence; Evolution (biology); Genetic algorithms; Genetic mutations; Quantum computing; Real-coded; genetic algorithm; quantum;
Conference_Titel :
Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-1761-2
Electronic_ISBN :
978-1-4244-1758-2
DOI :
10.1109/ROBIO.2007.4522478
