受限连接下的无人机自组网时隙资源分配研究
首发时间:2024-06-12
摘要:在受限连接环境下有效地为无人机分配通信资源对于保证无人机自组网稳定运行至关重要。针对受限连接环境下无人机自组网的时隙资源分配问题,本文基于现代通信网络中无人机节点之间的实际连接受限场景,提出了一个新的时隙资源分配模型,并在保证计算效率的基础上进一步设计出对应的求解优化模型。前者详细考虑了节点优先级与连接权重的差异,而后者通过预设一组互补的时隙状态,简化了计算过程并提高了求解效率。实验结果显示,所提出的优化模型能够在7200s内解决不同节点数设置下的不同规模网络的通信能力求解问题。本研究不仅展示了在受限连接条件下,合适的资源分配策略能显著提升无人机网络的性能,而且为无人机通信网络中资源分配算法的设计提供了新的理论与实践依据。
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research on time-slot resource allocation of unmanned aerial vehicle ad hoc network with limited connection
abstract:efficient allocation of communication resources in constrained connectivity environments is crucial for ensuring the stable operation of unmanned aerial vehicle (uav) ad-hoc networks. to solve the slot resource allocation problems in such limited networks, this paper introduces a new model for slot resource allocation based on the constrained connectivity scenarios among uav nodes in modern communication networks. it also develops a corresponding rapid solution model to ensure computational efficiency. the former model takes into account differences in node priorities research on time-slot resource allocation of unmanned aerial vehicle ad hoc network with limited connection and connection weights comprehensively, whereas the latter simplifies the computational process and improves solution efficiency by pre-setting a set of complementary slot states. experimental results demonstrate that the proposed models can solve communication capacity problems in networks of varying sizes and node configurations within 7200 seconds. this study not only demonstrates that proper resource allocation strategies can significantly enhance the performance of uav networks under constrained conditions but also provides new theoretical and practical foundations for designing dynamic resource allocation algorithms in uav communication networks.
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受限连接下的无人机自组网时隙资源分配研究
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