个人信息Personal Information
副教授
硕士生导师
任职 : 电子信息与电气工程学部-控制学院-计算机控制研究所
性别:女
毕业院校:大连理工大学
学位:硕士
所在单位:控制科学与工程学院
办公地点:创新园大厦A711
联系方式:13478411035,rr319@dlut.edu.cn
电子邮箱:rr319@dlut.edu.cn
Cognitive radio decision engine based on priori knowledge
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论文类型:会议论文
发表时间:2010-12-18
收录刊物:EI、Scopus
页面范围:255-259
摘要:Given a dynamic wireless spectrum environment, to find the optimal decision in a huge solution space is primary feature of cognitive radio decision engine for wireless communication systems. Current researches mainly focus on evolutionary algorithm. However, the current researches completely transform the problem into mathematical problems and ignore the particularity of the problem itself. This article uses the immune theory, leading the priori knowledge into evolutionary algorithm, to guide the evolutionary process. By comparing with the simple genetic algorithm (SGA), the experiments prove method feasible and effective. At last, this article noted that the method can greatly increase the efficiency of the most current cognitive radio decision engines using evolutionary algorithm. ? 2010 IEEE.