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
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
  • [41] Blockchain-Based Trusted Electronic Records Preservation in Cloud Storage
    Deng, Zhiliang
    Ren, Yongjun
    Liu, Yepeng
    Yin, Xiang
    Shen, Zixuan
    Kim, Hye-Jin
    CMC-COMPUTERS MATERIALS & CONTINUA, 2019, 58 (01): : 135 - 151
  • [42] DareChain: A Blockchain-Based Trusted Collaborative Network Infrastructure for Metaverse
    Li Q.
    Kong L.
    Min X.
    Zhang B.
    International Journal of Crowd Science, 2023, 7 (04) : 168 - 179
  • [43] Trusted and Secure Blockchain-Based Durable Medium Electronic Service
    Bazydlo, Grzegorz
    Wisniewski, Remigiusz
    Kozdroj, Kamil
    CRYPTOGRAPHY, 2022, 6 (01)
  • [44] A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing
    Isaja, Mauro
    Nguyen, Phu
    Goknil, Arda
    Sen, Sagar
    Husom, Erik Johannes
    Tverdal, Simeon
    Anand, Abhilash
    Jiang, Yunman
    Pedersen, Karl John
    Myrseth, Per
    Stang, Jorgen
    Niavis, Harris
    Pfeifhofer, Simon
    Lamplmair, Patrick
    COMPUTERS IN INDUSTRY, 2023, 146
  • [45] A blockchain-based audit approach for encrypted data in federated learning
    Zhe Sun
    Junping Wan
    Lihua Yin
    Zhiqiang Cao
    Tianjie Luo
    Bin Wang
    Digital Communications and Networks, 2022, 8 (05) : 614 - 624
  • [46] 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
  • [47] 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,
  • [48] 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
  • [49] 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
  • [50] A Consortium Blockchain-Based Secure and Trusted Electronic Portfolio Management Scheme
    Merlec, Mpyana Mwamba
    Islam, Md. Mainul
    Lee, Youn Kyu
    In, Hoh Peter
    SENSORS, 2022, 22 (03)