计算机工程与应用 ›› 2011, Vol. 47 ›› Issue (31): 68-72.

• 网络、通信、安全 • 上一篇    下一篇

多目标遗传算法求解认知无线电SUL维持问题

王国强1,李金龙2,王煦法2   

  1. 1.安徽中医学院 医药信息工程学院,合肥 230038
    2.中国科学技术大学 计算机科学与技术学院,合肥 230027
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2011-11-01 发布日期:2011-11-01

Solving SUL maintaining problem of cognitive radio with multiobjective evolutionary algorithm

WANG Guoqiang1,LI Jinlong2,WANG Xufa2   

  1. 1.School of Medical Information Technology,Anhui University of Traditional Chinese Medicine,Hefei 230038,China
    2.Institute of Computer Science and Technology,University of Science and Technology of China,Hefei 230027,China
  • Received:1900-01-01 Revised:1900-01-01 Online:2011-11-01 Published:2011-11-01

摘要: 当某个一级用户重新出现时,二级用户必须马上让出属于此一级用户的频谱,此时就存在着如何维持二级用户链接(Secondary Users’Link,SUL)的问题。基于CORVUS系统的“冗余子信道”模型在SUL原有的N个子信道基础上再使用X个冗余子信道进行二级用户之间的通信。只要传输过程中受干扰的子信道个数少于X,接收端就可以从N+X个子信道中恢复出正确信息来,从而解决了SUL维持的问题。但尚未有一种有效的办法以求解最优的N和X。将SUL维持问题建模为一个多目标优化问题,提出了一种基于多目标遗传算法的SUL维持算法SULEA。SULEA能够根据不同的用户服务需求动态地选择适应度函数来求解最优的N和X,Matlab实验证明了SULEA的正确性和有效性。

关键词: 认知无线电, 多目标遗传算法, 二级用户链接(SUL)维持问题, 冗余子信道模型, 基于多目标遗传算法的SUL维持算法(SULEA)

Abstract: When some primary users re-emergence,the secondary users must immediately give up the spectrum belonging to the primary users.At this point there is a problem on how to maintain the existence of the Secondary Users’Link(SUL).The redundant sub channels model based on CORVUS system use another X redundant sub channels besides the original N sub channels for the communications among secondary users.As long as the interfered sub channels during the transmission are less than X,the receiver can restore the correct information from the N+X sub channels,thus solving the SUL maintaining problem.However so far,there is no effective way to solve the optimal N and X.This paper models the SUL maintaining problem as a multiobjective optimization problem,develops a new SUL maintaining algorithm called SULEA based on a multiobjective evolutionary algorithm.SULEA can dynamically select the fitness functions according to the user’s different service need,so as to solve the optimal N and X,and the results of Matlab simulation experiment testify the validity of SULEA.

Key words: cognitive radio, multiobjective evolutionary algorithm, Secondary Users’Link(SUL) maintaining problem, redundant sub channels model, SUL Maintaining Algorithm Based on Multiobjective Evolutionary Algorithm(SULEA)