Energy-aware proof-of-authority: Blockchain consensus for clustered wireless sensor network

IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

Abstract

This study addresses integrating blockchain technology into lightweight devices, specifically clustered Wireless Sensor Networks (WSNs). Integrating blockchain into the WSNs solves the problems of heterogeneity, data integrity, and data confidentiality. However, no blockchain integration considers network lifetime in WSNs. This research focuses on developing a permissioned blockchain system that incorporates a consensus mechanism known as Proof-of-Authority (PoA) within clustered WSNs with two main features. The first feature is to enhance the network lifetime by introducing a rotational selection of block proposers using an Energy-Aware PoA (EA-PoA) weighting mechanism. Known as the Multi-Level Blockchain Model (MLBM), the subsequent feature is to create a hierarchical network model within a blockchain network. The MLBM network comprises both local and master blockchains. Each cluster inside a WSN possesses its local blockchain network. In the MLBM, the local blockchain creates a block on the main blockchain by proposing the headers of every 10 blocks to improve data integrity. Each local blockchain has its leader, which can increase block production. The results show that the proposed solution can overcome traditional PoA performance and is suitable for clustered WSNs. In terms of lifetime, the EA-PoA selection method can extend the network lifetime by up to 10%. In addition, the MLBM can increase block production by up to twice each additional cluster compared to a single blockchain network used in traditional PoA.
能量感知的授权证明:集群无线传感器网络的区块链共识
本研究探讨将区块链技术集成到轻量级设备中,特别是集群无线传感器网络(WSN)。将区块链集成到 WSN 中可以解决异构性、数据完整性和数据保密性等问题。然而,没有任何区块链集成考虑到 WSN 的网络寿命。本研究的重点是开发一个许可区块链系统,该系统结合了集群 WSN 中的共识机制,即权威证明(PoA),具有两个主要特点。第一个特点是通过使用能量感知 PoA(EA-PoA)加权机制对区块提议者进行轮流选择,从而提高网络寿命。被称为多级区块链模型(MLBM)的后续功能是在区块链网络中创建一个分级网络模型。MLBM 网络包括本地区块链和主区块链。WSN 中的每个集群都拥有自己的本地区块链网络。在 MLBM 中,本地区块链通过每 10 个区块链头的提议在主区块链上创建一个区块,以提高数据完整性。每个本地区块链都有自己的领导者,这可以提高区块产量。结果表明,所提出的解决方案可以克服传统的 PoA 性能,适用于集群 WSN。在寿命方面,EA-PoA 选择方法可以延长网络寿命达 10%。此外,与传统 PoA 中使用的单个区块链网络相比,MLBM 可以将每个额外集群的区块产量最多提高两倍。
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来源期刊
CiteScore
11.30
自引率
3.60%
发文量
0
期刊介绍: Blockchain: Research and Applications is an international, peer reviewed journal for researchers, engineers, and practitioners to present the latest advances and innovations in blockchain research. The journal publishes theoretical and applied papers in established and emerging areas of blockchain research to shape the future of blockchain technology.
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