A BLOCKCHAIN-BASED APPROACH TO ENABLE REMOTE SENSING TRUSTED DATA

被引:0
|
作者
Pincheira, Miguel [1 ,2 ]
Donini, Elena [1 ,2 ]
Giaffreda, Raffaele [1 ]
Vecchio, Massimo [1 ]
机构
[1] Fdn Bruno Kessler, Trento, Italy
[2] Univ Trento, Dept Informat Engn & Comp Sci, Trento, Italy
来源
2020 IEEE LATIN AMERICAN GRSS & ISPRS REMOTE SENSING CONFERENCE (LAGIRS) | 2020年
关键词
Open Data; Blockchain; Precision Agriculture; Remote Sensing;
D O I
10.1109/lagirs48042.2020.9165589
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Remote sensing considerably benefits from the fusion of open data from different sources, including far-range sensors mounted on satellites and short-range sensors on drones or Internet of Things devices. Open data is an emerging philosophy attracting an increasing number of data owners willing to share. However, most of the data owners are unknown and thus, untrustable, which makes shared data likely unreliable and possibly compromising associated outcomes. Currently, there exist tools that distribute open data, acting as intermediaries connecting data owners and users. However, these tools are managed by central authorities that set rules for data ownership, access, and integrity, limiting data owners and users. Therefore, a need emerges for a decentralized system to share and retrieve data without intermediaries limiting participants. Here, we propose a blockchain-based system to share and retrieve data without the need for a central authority. The proposed architecture (i) allows sharing data, (ii) maintains the data history (origin and updates), and (iii) allows retrieving and evaluating the data adding trustworthiness. To this end, the blockchain network enables the direct connection of data owners and users. Furthermore, blockchain automatically interacts with participants and keeps a transparent record of their actions, Hence, blockchain provides a decentralized database that enables trust among the participants without a central authority. We analyzed the potentials and critical issues of the architecture in a remote sensing use case of precision fanning. The analysis shows that participants benefit from the properties of the blockchain in providing trusted data for remote sensing applications.
引用
收藏
页码:652 / 657
页数:6
相关论文
共 50 条
  • [31] A Blockchain-Based Approach for Patient Data Alignment Across Institutions
    Zhou, Tianshu
    Lu, Yao
    Zhang, Yin
    Wang, Jiaqi
    Tian, Yu
    Li, Jingsong
    MEDINFO 2023 - THE FUTURE IS ACCESSIBLE, 2024, 310 : 1335 - 1336
  • [32] BATDIV: A Blockchain-based Approach for Tourism Data Insertion and Visualization
    Scarlato, Michele
    Catte, Martina
    Massidda, Carla
    Modica, Patrizia
    Pinna, Andrea
    Piras, Romano
    Tonelli, Roberto
    Jeon, Moongu
    2021 IEEE IOT VERTICAL AND TOPICAL SUMMIT FOR TOURISM, 2021,
  • [33] A blockchain-based audit approach for encrypted data in federated learning
    Sun, Zhe
    Wan, Junping
    Yin, Lihua
    Cao, Zhiqiang
    Luo, Tianjie
    Wang, Bin
    DIGITAL COMMUNICATIONS AND NETWORKS, 2022, 8 (05) : 614 - 624
  • [34] Blockchain-based Crowd-sensing System
    Huang, Junqin
    Kong, Lingkun
    Kong, Linghe
    Liu, Zhen
    Liu, Zhiqiang
    Chen, Guihai
    PROCEEDINGS OF 2018 1ST IEEE INTERNATIONAL CONFERENCE ON HOT INFORMATION-CENTRIC NETWORKING (HOTICN 2018), 2018, : 234 - 235
  • [35] A Trusted Blockchain-Based Traceability System for Fruit and Vegetable Agricultural Products
    Yang, Xinting--
    Li, Mengqi
    Yu, Huajing
    Wang, Mingting
    Xu, Daming
    Sun, Chuanheng
    IEEE ACCESS, 2021, 9 : 36282 - 36293
  • [36] Trusted and Secure Blockchain-Based Architecture for Internet-of-Medical-Things
    Bhattacharjya, Aniruddha
    Kozdroj, Kamil
    Bazydlo, Grzegorz
    Wisniewski, Remigiusz
    ELECTRONICS, 2022, 11 (16)
  • [37] Blockchain-based secure and trusted data sharing scheme for autonomous vehicle underlying 5G
    Kakkar, Riya
    Gupta, Rajesh
    Agrawal, Smita
    Tanwar, Sudeep
    Sharma, Ravi
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2022, 67
  • [38] Trusted Blockchain-based Data Fingerprinting Differential-Traceability and SkipList Indexing Methods in Privacy Protection
    Zhang, Jiazheng
    Bai, Fenhua
    Shen, Tao
    Gong, Bei
    Luo, Jianzhao
    PROCEEDINGS OF 2022 4TH BLOCKCHAIN AND INTERNET OF THINGS CONFERENCE, BIOTC 2022, 2022, : 73 - 83
  • [39] Earth Observation Data Provenance: A Blockchain-Based Solution
    Zhang, Feng
    Wang, Zihao
    Guo, Ruixin
    Qu, Guangzhi
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (07) : 9548 - 9556
  • [40] A blockchain-based IoT data marketplace
    Michael Sober
    Giulia Scaffino
    Stefan Schulte
    Salil S. Kanhere
    Cluster Computing, 2023, 26 : 3523 - 3545