A novel Real-coded Quantum Genetic Algorithm in radiation pattern synthesis for smart antenna
- Resource Type
- Conference
- Authors
- Liu, Ming; Yuan, Chao-wei; Huang, Tao
- Source
- 2007 IEEE International Conference on Robotics and Biomimetics (ROBIO) Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on. :2023-2026 Dec, 2007
- Subject
- Robotics and Control Systems
Computing and Processing
Signal Processing and Analysis
Bioengineering
Genetic algorithms
Antenna radiation patterns
Quantum computing
Algorithm design and analysis
Biological cells
Biology computing
Convergence
Binary codes
Genetic mutations
Evolution (biology)
Real-coded
genetic algorithm
quantum
- Language
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.