Chaos quantum clonal algorithm for decision engine of cognitive wireless network

Author:

Chai Zheng-Yi ,Liu-Fang ,Zhu Si-Feng , ,

Abstract

By analyzing engine decision of cognitive wireless network, the mathematical model of engine decision is given, and then it is converted into a multi-objective optimization problem. A Chaos quantum clonal algorithm is proposed to solve the problem, and the algorithm convergent with probability 1 is proved, in which the quantum coding and logistic mapping are used to initialize the population. A quantum mutation scheme is designed with chaotic disturbances. Finally, the simulation experiments are done to test the algorithm under a multi-carrier system. The results show that compared with QGA-CE (quantum genetic algorithm based cognitive engine), this algorithm has a good convergence and an objective function value. It can adapt the parameter configuration and meet the real-time requirement for cognitive engine.

Publisher

Acta Physica Sinica, Chinese Physical Society and Institute of Physics, Chinese Academy of Sciences

Subject

General Physics and Astronomy

Reference15 articles.

1. Haykin S 2008 IEEE J. Sel. Area Comm. 23 201

2. Rieser C J 2006 Ph. D. Dissertation (Virginia: Virginia Tech)

3. Tim R N, Brett A B, Alexander M 2008 Wirel. Commun. Mob. Com. 7 1129

4. Zhao Z Z, Zheng S L, Shang J N, Kong X Z 2009 Acta. Phys. Sin. 58 6760 (in Chinese) [赵知劲, 郑仕链, 徐世宇, 孔宪正 2009 物理学报 58 6760]

5. Muha W, Anni C 2009 Fifth International Conference on Wireless and Mobile Communications, Dy SPAN, July 2–6, 2009 p143

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