Due to the uneven allocation of nodes in traditional wireless network resource alloca-tion methods,resource allocation is unreasonable and transmission resource efficiency is low.Therefore,a research on wireless communication network resource allocation based on improved particle swarm optimization algorithm is proposed.First,the wireless communication network resource allocation nodes are arranged reasonably to ensure the comprehensive network coverage and the stability of communication.Then,an intelligent wireless network resource allocation structure is established,which can dynamically adjust the resource allocation according to the us-er needs and the network status.Next,the improved particle swarm algorithm is used to solve the total resource utility.Finally,by exporting a reasonable resource allocation scheme by solving the resource allocation function.The scheme can maximize network performance while meeting user needs and ensuring fairness.The experimental results show that the improved particle swarm algorithm can reasonably allocate the wireless communication network resources and im-prove the resource transmission efficiency.
关键词
改进粒子群算法/无线通信网络/网络资源/资源分配
Key words
improving the particle swarm algorithm/wireless communication network/network resources/resource allocation
维普
万方数据