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基于马尔可夫链的区块链无线接入网络模型

2508.14519v1

中文标题#

基于马尔可夫链的区块链无线接入网络模型

英文标题#

Markov Chain-based Model of Blockchain Radio Access Networks

中文摘要#

安全始终是研究人员、服务提供商和网络运营商在无线接入网络 (RAN) 方面优先考虑的问题。 一种引起关注的无线接入方法是区块链使能的 RAN (B-RAN),因为它具有安全性。 这项研究介绍了一个框架,该框架将区块链技术整合到 RAN 中,同时解决了最新模型的局限性。 所提出的框架利用排队论和马尔可夫链理论来对 B-RAN 的各个方面进行建模。 提供了对模型性能的广泛评估,包括对时间因素的分析以及对其安全方面的重点评估。 结果表明,延迟减少且安全性相当,使得所提出的框架适用于各种应用场景。

英文摘要#

Security has always been a priority, for researchers, service providers and network operators when it comes to radio access networks (RAN). One wireless access approach that has captured attention is blockchain enabled RAN (B-RAN) due to its secure nature. This research introduces a framework that integrates blockchain technology into RAN while also addressing the limitations of state-of-the-art models. The proposed framework utilizes queuing and Markov chain theory to model the aspects of B-RAN. An extensive evaluation of the models performance is provided, including an analysis of timing factors and a focused assessment of its security aspects. The results demonstrate reduced latency and comparable security making the presented framework suitable for diverse application scenarios.

文章页面#

基于马尔可夫链的区块链无线接入网络模型

PDF 获取#

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