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
相关论文
共 50 条
  • [41] A Distributed Ledger-Based Automated Marketplace for the Decentralized Trading of Renewable Energy in Smart Grids
    Gajic, Dusan B.
    Petrovic, Veljko B.
    Horvat, Nebojsa
    Dragan, Dinu
    Stanisavljevic, Aleksandar
    Katic, Vladimir
    Popovic, Jelena
    ENERGIES, 2022, 15 (06)
  • [42] Network distributed monitoring system based on robot technology middleware
    Jia, Songmin
    Takase, Kunikatsu
    International Journal of Advanced Robotic Systems, 2007, 4 (01) : 69 - 72
  • [44] Distributed loom running monitoring system Based on ZigBee technology
    Dong FangWu
    Jia XiangSu
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL II, 2009, : 326 - 329
  • [45] Qualified eID Derivation into a Distributed Ledger based IdM System
    Abraham, Andreas
    Theuermann, Kevin
    Kirchengast, Emanuel
    2018 17TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (IEEE TRUSTCOM) / 12TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (IEEE BIGDATASE), 2018, : 1406 - 1412
  • [46] A novel reputation-based consensus framework (RCF) in distributed ledger technology
    Mohsenzadeh, Ali
    Bidgoly, Amir Jalaly
    Farjami, Yaghoub
    COMPUTER COMMUNICATIONS, 2022, 190 : 126 - 144
  • [47] Distributed Ledger Technologies for Electronic Health Care: IOTA-Based Remote Patient Monitoring and Telemedicine System
    Minhas, Noman Nasir
    Mubeen, Muhammad Wahaj
    Khawaja, Hasnain
    COMPUTER, 2023, 56 (10) : 31 - 39
  • [48] A Knowledge Graph-Based Survey on Distributed Ledger Technology for IoT Verticals
    Xu, Rongxin
    Lan, Qiujun
    Pokhrel, Shiva Raj
    Li, Gang
    ACM COMPUTING SURVEYS, 2024, 56 (02)
  • [49] A decentralized approach for mining event correlations in distributed system monitoring
    Wu, Gang
    Zhang, Huxing
    Qiu, Meikang
    Ming, Zhong
    Li, Jiayin
    Qin, Xiao
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2013, 73 (03) : 330 - 340
  • [50] Decentralized Assignment of Electric Vehicles at Charging Stations Based on Personalized Cost Functions and Distributed Ledger Technologies
    Moschella, Michela
    Ferraro, Pietro
    Crisostomi, Emanuele
    Shorten, Robert
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (14): : 11112 - 11122