
第55卷第12期 2015年12月
电讯技术
Telecommunication Engineering
doi:10.3969/i.issn.1001-893x.2015.12.001
Vol.55,No.12 December,2015
引用格式:徐雪飞,李建华,沈迪,等.基于量子遗传算法的航空通信频率动态分配[J].电讯技术,2015,55(12):1311-1317.[XUXuefei,LI
Jianhua, SHEN Di,et al. Dynamic Aeronautical Communication Frequency Assignment Based on Quantum Genetic Algorithm[ J]. Telecommu-nication Engineering,2015,55(12) :13111317. ]
基于量子遗传算法的航空通信频率动态分配
徐雪飞1,**,李建华,沈迪,郭蓉?
(1.空军工程大学信息与导航学院,西安710077;2.解放军95983部队,甘肃酒泉732750)
摘要:为了更加有效地对航空通信频率进行分配,提出了一种基于量子遗传算法的航空通信频率动态分配方法。通过对频率动态分配思路进行分析,建立了频率动态分配框架,给出了频率动态分配的具体流程。在此基础上,讨论了航空通信频率动态分配问题,定义了航空通信频率动态分配约束条件,建立了航空通信频率动态分配模型。最后,运用量子遗传算法和遗传算法对算例进行仿真对比。结果表明:量子遗传算法在种群适应度和收敛速度上具备明显的优趣性,频率动态分配模型能够根据不同种群数量条件动态调整适应度,能够较好满足航空通信频率分配问题动态性、准确性、时效性等实践运用要求。
关键词:航空通信:频率动态分配:量子遗传算法
中图分类号:TN92
文献标志码:A
文章编号:1001-893X(2015)12-1311-07
DynamicAeronauticalCommunicationFrequency Assignment
BasedonQuantumGeneticAlgorithm XU Xuefei',LI Jianhua',SHEN Di',GUO Rong
(1. Information and Navigation College , Air Force Engineering University,Xi'an 710077 , China ;
2. Unit 95983 of PLA,Jiuquan 732750, China)
Abstract : For more efficient aeronautical communication frequency assignment,a method for dynamic aero nautical communication frequency assignment based on quantum genetic algorithm ( QGA) is proposed. Through analyzing the thought of dynamic frequency assignment, the architecture of dynamic frequency as signment is constructed,then a flow chart for it is given. On this basis ,the dynamic aeronautical communi-cation frequency assignment problems are discussed, the constraint condition for dynamic frequency assign-ment is defined, and then the dynamic aeronautical communication frequency assignment model is estab-lished. Finally, the QGA and genetic algorithm( GA) are used to simulate the same examples and the re-sult shows that the QGA has more advantages in population fitness and convergence rate, and the dynamic eaaasaseesoa The method meets the practice and application requirements of dynamics , accuracy and timeliness for aero nautical communication frequency assignment.
Key words : aeronautical communication ; dynamic frequency assignment; quantum genetic algorithm 收稿日期:2015-06-29;修回日期:2015-09-15
Received date : 20150629 ; Revised date : 20150915
基金项目:国家社科基全暨军事学资助课题(12GJ003-130);全军军事学研究生资助课题(2013JY-505)
Foundation Item: Project Supported by the National Social Science Fund and the Military Science( 12GJ003130) ; Project Supported by Mili-
tary Science Fund for Graduate Students(2013JY505 )
*率通讯作者:xxf19861128@sina,com
Corresponding author : xxf19861128@ sina. com
·1311·