在 6G 工业环境中实现高度可靠通信的分层管理算法

Davide Borsatti;Gianluca Davoli;Federico Tonini;Walter Cerroni;Carla Raffaelli;Wint Yi Poe;Riccardo Trivisonno
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引用次数: 0

摘要

这封信探讨了工业应用中可靠通信所面临的挑战,在这些应用中,人与机器人的协作需要高度可靠的通信信道。我们提出了一种分层分布式方法来解决资源的动态选择问题。我们将分布式实体分配到所管理的工作环境的各个部分,并研究了如何处理用户边界问题,提出了一种平衡性能和资源效率的机制。我们通过模拟获得的数值结果来支持我们的分析。通过适当调整算法参数,我们可以降低能耗,同时满足相同的可靠性要求。
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Hierarchical Management Algorithms for Highly Reliable Communication in 6G Industrial Environments
This letter explores the challenges of reliable communication in industrial applications, where human and robot collaboration requires highly reliable communication channels. We propose a hierarchical and distributed approach for solving the dynamic selection of resources. We assign distributed entities to portions of the managed working environment and investigate how to deal with users at their borders, proposing a mechanism to balance performance and resource efficiency. We support our analysis with numerical results obtained by simulation. By properly tuning the algorithm parameters, we can reduce energy consumption while satisfying the same reliability requirements.
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Table of Contents IEEE Networking Letters Author Guidelines IEEE COMMUNICATIONS SOCIETY IEEE Communications Society Optimal Classifier for an ML-Assisted Resource Allocation in Wireless Communications
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