基于空中平台通信系统的MAC层调度算法优化研究

Research on optimization of MAC layer scheduling algorithm based on aerial platform communication system

随着应用场景的日益增多和复杂化,传统的MAC层调度算法面临多种挑战,如资源利用率低、时延大、不公平的资源分配等,这些问题迫切需要通过算法优化得到解决。围绕空中平台通信系统的MAC层调度算法优化,文章首先分析了系统的工作原理和架构,指出了现有MAC层调度算法面临的主要挑战和优化需求,接着提出了一种新的调度优化算法。该算法结合时间片轮转和多级队列调度的策略,旨在提高资源利用率并减少通信延迟,从而实现更公平的资源分配。最终,文章通过一系列技术测试和性能评估验证了所提算法在不同场景下的有效性和优越性,为空中平台通信系统的MAC层调度提供了一种新的优化方案。

With the increasing and complicated application scenarios,the traditional MAC layer scheduling algorithm is faced with various challenges,such as low resource utilization,large delay,unfair resource allocation,etc.These problems urgently need to be solved through algorithm optimization.This paper focuses on the MAC layer scheduling algorithm in the aerial platform communication system.Firstly,it analyzes the working principle and architecture of the aerial platform communication system,and points out the main challenges and the optimization requirements faced by the existing MAC layer scheduling algorithm.This paper presents a novel scheduling optimization algorithm that combines a strategy of time-slice rotation and multilevel queue scheduling,aiming to improve resource utilization,reduce communication latency,and achieve more equitable resource allocation.Through a series of technical tests and performance evaluation,we verify the effectiveness and superiority of the proposed algorithm in different scenarios,and provide a new optimization scheme for MAC layer scheduling of aerial platform communication system.