基于遗传算法的舰船无线通信网络资源分配研究
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摘要
当前舰船无线通信网络资源分配方法存在资源分配严重不平稳问题,导致资源分配冲突概率相当高。为改善舰船无线通信网络的通信质量,设计基于遗传算法的舰船无线通信网络资源分配方法。首先分析当前舰船无线通信网络资源分配的研究现状,构建舰船无线通信网络资源分配模型,然后通过引入遗传算法对舰船无线通信网络资源进行分配,找到最优的舰船无线通信网络资源分配方案,最后进行舰船无线通信网络资源分配仿真实验。本文方法不仅能够有效提高舰船无线通信网络通信质量,大幅度减少了舰船无线通信网络资源冲突概率,而且舰船无线通信网络的吞吐量得到大幅度提长,较好地克服了当前舰船无线通信网络资源分配方法存在的缺陷。
Currently, the resource allocation method of ship wireless communication network is seriously unstable,which leads to high conflict probability of resource allocation. In order to solve this problem and improve the communication quality of ship wireless communication network, a resource allocation method of ship wireless communication network based on genetic algorithm is designed. Firstly, the current research status of resource allocation of warship wireless communication network is analyzed, and the resource allocation model of warship wireless communication network is constructed.Then, the optimal resource allocation scheme of warship wireless communication network is found by introducing genetic algorithm. Finally, the simulation experiment of resource allocation of warship wireless communication network is carried out.This method can not only improve the communication quality of warship wireless communication network effectively, but also greatly reduce the resource impulse probability of warship wireless communication network. Moreover, the throughput of warship wireless communication network has been greatly increased, which can better overcome the shortcomings of current warship wireless communication network resource allocation methods.
Currently, the resource allocation method of ship wireless communication network is seriously unstable,which leads to high conflict probability of resource allocation. In order to solve this problem and improve the communication quality of ship wireless communication network, a resource allocation method of ship wireless communication network based on genetic algorithm is designed. Firstly, the current research status of resource allocation of warship wireless communication network is analyzed, and the resource allocation model of warship wireless communication network is constructed.Then, the optimal resource allocation scheme of warship wireless communication network is found by introducing genetic algorithm. Finally, the simulation experiment of resource allocation of warship wireless communication network is carried out.This method can not only improve the communication quality of warship wireless communication network effectively, but also greatly reduce the resource impulse probability of warship wireless communication network. Moreover, the throughput of warship wireless communication network has been greatly increased, which can better overcome the shortcomings of current warship wireless communication network resource allocation methods.
引文
[1]刘兰英.大数据时代无线通信网络遭遇的挑战及对策[J].电子技术与软件工程, 2017, 22(7):35–38.
[2]尹然然.基于凸优化的未来网络资源分配策略[J].西安文理学院学报(自然科学版), 2018, 21(4):50–53.
[3]徐勇军,李国权,徐鹏,等.异构无线网络资源分配算法研究综述[J].重庆邮电大学学报(自然科学版), 2018, 30(3):289–299.
[4]杨雨锋.收益优化在船舶虚拟云计算中心的网络资源分配算法研究[J].舰船科学技术, 2016, 38(6):181–183.
[5]贾丛富,肖灵.移动通信网络中无线资源分配与调度策略[J].信息与电脑(理论版), 2015, 22(12):112–113.
[2]尹然然.基于凸优化的未来网络资源分配策略[J].西安文理学院学报(自然科学版), 2018, 21(4):50–53.
[3]徐勇军,李国权,徐鹏,等.异构无线网络资源分配算法研究综述[J].重庆邮电大学学报(自然科学版), 2018, 30(3):289–299.
[4]杨雨锋.收益优化在船舶虚拟云计算中心的网络资源分配算法研究[J].舰船科学技术, 2016, 38(6):181–183.
[5]贾丛富,肖灵.移动通信网络中无线资源分配与调度策略[J].信息与电脑(理论版), 2015, 22(12):112–113.