基于多模态算法的通信资源均衡分配方法  

Equanced Allocation Method of Communication Resources Based on Multimodal Algorithm

作　　者：张丛 张懋楠 薛峰 ZHANG Cong;ZHANG Maonan;XUE Feng(Zhengzhou University of Economics and Business,Henan Zhengzhou,451191 China;Henan engineering research center of multi-modal Perception and intelligent interaction technology,Henan Zhengzhou,451191 China)

机构地区：[1]郑州经贸学院计算机学院,河南郑州451191 [2]河南省多模态感知与智能交互技术工程研究中心,河南郑州451191

出　　处：《长江信息通信》2025年第2期40-42,共3页Changjiang Information & Communications

基　　金：2023年郑州经贸学院校级科研平台(多模态数据感知与融合技术工程研究中心);2023年度郑州经贸学院青年科研基金项目(基于二维码技术的高校多媒体教室智能管理系统的研究与实现)。

摘　　要：资源分配不合理情况下,部分资源闲置而部分资源过载,降低整体吞吐量,为此提出基于多模态算法的通信资源均衡分配方法。布设多目标资源分配节点以覆盖通信区域,利用多模态算法精确计算各节点的通信资源容量。建立通信资源最优分配模型,引入信道质量约束条件,确保通信资源在保持高质量信道的同时实现均衡分配。实验结果表明,该方法在复杂环境中能更加精准地定位资源需求,实现了资源的高效利用。In the case of unreasonable resource allocation,some resources are idle while others are overloaded,reducing overall throughput.Therefore,a communication resource balancing allocation method based on multimodal algorithm is proposed.Deploy multi-objective resource allocation nodes to cover communication areas,and use multimodal algorithms to accurately calculate the communication resource capacity of each node.Establish an optimal allocation model for communication resources,introduce channel quality constraints,and ensure balanced allocation of communication resources while maintaining high-quality channels.The experimental results show that this method can more accurately locate resource requirements in complex environments and achieve efficient utilization of resources.

关 键 词：多模态算法 通信资源 通信资源均衡分配 均衡分配 资源均衡分配 

分 类 号：V243.5[航空宇航科学与技术—飞行器设计]