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基於馬爾可夫鏈的區塊鏈無線接入網絡模型

2508.14519v1

中文标题#

基於馬爾可夫鏈的區塊鏈無線接入網絡模型

英文標題#

Markov Chain-based Model of Blockchain Radio Access Networks

中文摘要#

安全始終是研究人員、服務提供商和網絡運營商在無線接入網絡 (RAN) 方面優先考慮的問題。 一種引起關注的無線接入方法是區塊鏈使能的 RAN (B-RAN),因為它具有安全性。 這項研究介紹了一個框架,該框架將區塊鏈技術整合到 RAN 中,同時解決了最新模型的局限性。 所提出的框架利用排隊論和馬爾可夫鏈理論來對 B-RAN 的各個方面進行建模。 提供了對模型性能的廣泛評估,包括對時間因素的分析以及對其安全方面的重點評估。 結果表明,延遲減少且安全性相當,使得所提出的框架適用於各種應用場景。

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.

文章頁面#

基於馬爾可夫鏈的區塊鏈無線接入網絡模型

PDF 獲取#

查看中文 PDF - 2508.14519v1

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