The Merits of a Decentralized Pollution-Monitoring System Based on Distributed Ledger Technology

被引:5
|
作者
Luecking, Markus [1 ]
Kannengiesser, Niclas [2 ]
Kilgus, Maurice [1 ]
Riedel, Till [3 ]
Beigl, Michael [3 ]
Sunyaev, Ali [2 ]
Stork, Wilhelm [4 ]
机构
[1] FZI Res Ctr Informat Technol, Res Div Embedded Syst & Sensors, D-76131 Karlsruhe, Germany
[2] Karlsruhe Inst Technol, Inst Appl Informat & Formal Descript Methods, D-76131 Karlsruhe, Germany
[3] Karlsruhe Inst Technol, Chair Pervas Comp Syst, D-76131 Karlsruhe, Germany
[4] Karlsruhe Inst Technol, Inst Informat Proc Technol, D-76131 Karlsruhe, Germany
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
基金
俄罗斯科学基金会;
关键词
Distributed ledger; Pollution; Monitoring; Distributed databases; Peer-to-peer computing; Sensor phenomena and characterization; Blockchain; distributed ledger technology (DLT); Internet of Things (IoT); LoRa; low-energy sensors; pollution monitoring systems; AIR-QUALITY; PERSONAL EXPOSURE; BLOCKCHAIN; ARCHITECTURE; MANAGEMENT; INTERNET; SENSORS; DESIGN; THINGS; FIELD;
D O I
10.1109/ACCESS.2020.3028430
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Pollution-monitoring systems (PMSs) are used worldwide to sense environmental changes, such as air quality conditions or temperature increases, and to monitor compliance with regulations. However, organizations manage the environmental data collected by such PMSs in a centralized manner, which is why recorded environmental data are vulnerable to manipulation. Moreover, the analysis of pollution data often lacks transparency to outsiders, which may lead to wrong decisions regarding environmental regulations. To address these challenges, we propose a software design for PMSs based on distributed ledger technology (DLT) and the long-range (LoRa) protocol for flexible, transparent, and energy-efficient environment monitoring and data management. To design the PMS, we conducted a comprehensive requirements analysis for PMSs. We benchmarked different consensus mechanisms (e.g., BFT-SMaRt and Raft) and digital signature schemes (e.g., ECDSA and EdDSA) to adequately design the PMS and fulfill the identified requirements. On this basis, we designed and implemented a prototype PMS and evaluated it in the field. The evaluation shows the effectiveness of DLT-based PMSs that include portable low-energy sensor nodes and demonstrates the applicability of the proposed software design for PMSs in contexts other than air pollution.
引用
收藏
页码:189365 / 189381
页数:17
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