计算机与数字工程2024，Vol.52Issue(5)：1293-1297,1303,6.DOI:10.3969/j.issn.1672-9722.2024.05.006
量子遗传算法在无线自组网频率分配中的应用
Application of Quantum Genetic Algorithm in Frequency Allocation of Wireless Ad Hoc Networks
王帅 1王建斌 1杜刚1
作者信息
- 1. 中国电子科技集团公司第十研究所二部 成都 610036
- 折叠
摘要
Abstract
In this paper,quantum genetic algorithm is applied to the frequency allocation of wireless ad hoc network nodes of ground emergency communication vehicles.By analyzing the frequency constraints of wireless ad hoc network nodes,the mathemati-cal model of frequency allocation is established,and the specific implementation steps based on quantum genetic algorithm are de-signed.The classical genetic algorithm library GAlib is improved,and the engineering implementation of quantum genetic algorithm is completed.By simulating the typical wireless ad hoc network environment,the allocation results of classical genetic algorithm and quantum genetic algorithm are compared and analyzed.Quantum genetic algorithm has obvious advantages in convergence speed and meets the requirements of flexible and efficient node frequency allocation in wireless ad hoc networks.关键词
量子遗传算法/频率分配/战术无线自组网Key words
quantum genetic algorithm/frequency allocation/tactical wireless ad hoc network分类
信息技术与安全科学引用本文复制引用
王帅,王建斌,杜刚..量子遗传算法在无线自组网频率分配中的应用[J].计算机与数字工程,2024,52(5):1293-1297,1303,6.
