Modeling and Analysis of Data Trading on Blockchain-Based Market in IoT Networks

被引:45
|
作者
Lam Duc Nguyen [1 ]
Leyva-Mayorga, Israel [1 ]
Lewis, Amari N. [2 ]
Popovski, Petar [1 ]
机构
[1] Aalborg Univ, Dept Elect Syst, Connect Sect, DK-9100 Aalborg, Denmark
[2] Univ Calif Irvine, Donald Bren Sch Informat & Comp Sci, Irvine, CA 92697 USA
基金
美国国家科学基金会; 欧洲研究理事会;
关键词
Distributed databases; Internet of Things; Distributed ledger; Sensors; Downlink; Data models; Blockchain; data trading; distributed ledger technology (DLT); Internet of Things (IoT); narrowband IoT (NB-IoT); smart contract; smart city;
D O I
10.1109/JIOT.2021.3051923
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile devices with embedded sensors for data collection and environmental sensing create a basis for a cost-effective approach for data trading. For example, these data can be related to pollution and gas emissions, which can be used to check the compliance with national and international regulations. The current approach for IoT data trading relies on a centralized third-party entity to negotiate between data consumers and data providers, which is inefficient and insecure on a large scale. In comparison, a decentralized approach based on distributed ledger technologies (DLT) enables data trading while ensuring trust, security, and privacy. However, due to the lack of understanding of the communication efficiency between sellers and buyers, there is still a significant gap in benchmarking the data trading protocols in IoT environments. Motivated by this knowledge gap, we introduce a model for DLT-based IoT data trading over the narrowband Internet-of-Things (NB-IoT) system, intended to support massive environmental sensing. We characterize the communication efficiency of three basic DLT-based IoT data trading protocols via NB-IoT connectivity in terms of latency and energy consumption. The model and analyses of these protocols provide a benchmark for IoT data trading applications.
引用
收藏
页码:6487 / 6497
页数:11
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