PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things

块链 计算机科学 物联网 互联网 机制(生物学) 计算机安全 互联网隐私 计算机网络 农业 万维网 生态学 哲学 认识论 生物
作者
Shuming Xiong,Zeyu Wang,Qiang Ni,Han Xue
出处
期刊:IEEE Internet of Things Journal [Institute of Electrical and Electronics Engineers]
卷期号:11 (9): 15193-15204 被引量:1
标识
DOI:10.1109/jiot.2023.3348198
摘要

Blockchain-based agricultural IoT systems face key challenges, such as high delay and low-transaction throughput. Existing complicated consensus mechanisms can cause IoT devices work inefficiently due to the limited computing, storage and energy resources. Additionally, many message exchanges can lead to high latency in the consensus process, which hinders the real-time applications of the agricultural IoT. Therefore, we propose Proof-of-Multifactor-Capacity (PoMC), an efficient and secure consensus mechanism for the agricultural IoT. It uses the communication capacity and credibility of a node as the evidence for making consensus. Moreover, a senator node lottery algorithm based on a credit mechanism and a new distributed incentive mechanism are designed to enhance security and motivate nodes to actively maintain the system. This article analyses the performance of PoMC theoretically, including security, latency, and system throughput, and presents a comparison of its asymptotic complexity with some existing consensus mechanisms. The simulation results demonstrate that the average transaction validation latency and average consensus latency of PoMC have decreased by 10% and 23%. In addition, PoMC outperforms SENATE, PoQF and practical Byzantine fault tolerance (PBFT) by 56%, 60% and 64% in terms of the system throughput, respectively.
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