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基于数学模型的5G通信网络资源分配优化研究

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文章研究了 5G通信网络中的资源分配优化问题,通过构建线性规划数学模型,并采用单纯形法进行求解,应用结果表明,优化后的资源分配方案显著提高了网络的整体性能,包括网络吞吐量和用户满意度,并对不同资源分配策略进行了对比分析,验证了数学模型在5G通信网络性能优化中的有效性.
Research on Resource AllocationOptimization in 5G Communication Net-works Based on Mathematical Models
This paper investigates the resource allocation optimization problem in 5G communica-tion networks by constructing a linear programming mathematical model and employing the simplex method for solving.Simulation results demonstrate that the optimized resource alloca-tion scheme significantly improves the overall network performance,including network throughput and user satisfaction.The article also compares and analyzes different resource alloca-tion strategies,verifying the effectiveness of mathematical models in optimizing 5G communica-tion network performance.

mathematical models5G communication networksresource allocationsimulation experiments

王慧

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商丘医学高等专科学校,河南 商丘 476000

数学模型5G通信网络 资源分配 实际应用

2024

长江信息通信
湖北通信服务公司

长江信息通信

影响因子:0.338
ISSN:2096-9759
年,卷(期):2024.37(4)
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