GNSS World of China

Volume 49 Issue 4
Aug.  2024
Turn off MathJax
Article Contents
TAO Yihang, LI Jianhua. Differential privacy-based cooperative positioning for satellite internet[J]. GNSS World of China, 2024, 49(4): 22-27. doi: 10.12265/j.gnss.2024032
Citation: TAO Yihang, LI Jianhua. Differential privacy-based cooperative positioning for satellite internet[J]. GNSS World of China, 2024, 49(4): 22-27. doi: 10.12265/j.gnss.2024032

Differential privacy-based cooperative positioning for satellite internet

doi: 10.12265/j.gnss.2024032
  • Received Date: 2024-02-08
    Available Online: 2024-07-05
  • Satellite internet provides positioning, navigation and timing services for the whole world based on the Global Navigation Satellite System (GNSS), but the data containing users’ location information will be leaked during GNSS cooperative positioning process, which poses a threat to users’ privacy security. To address the current privacy-protection challenges in GNSS cooperative positioning systems, this paper proposes a differential privacy-based cooperative positioning method for GNSS systems. The method first generates the perturbed position and randomly selects one to calculate the positioning collaboration data under the premise of satisfying the privacy budget, so as to prevent the user’s location from being leaked during the collaboration process. The experimental results show that the proposed method can effectively protect user location privacy while guaranteeing real-time and accurate positioning service, which provides a theoretical reference for the research of GNSS cooperative positioning information security.

     

  • loading
  • [1]
    蔺陆洲, 邓平科. 低轨卫星导航系统建设与应用思考[J]. 卫星应用, 2023(2): 8-12. DOI: 10.3969/j.issn.1674-9030.2023.02.005
    [2]
    HERNANDEZ G, LAMOUNTAIN G, CLOSAS P. Privacy-preserving cooperative GNSS positioning[J]. Journal of the institute of navigation, 2023, 70(4). DOI: 10.13140/RG.2.2.33970.02246
    [3]
    杨囡囡, 宋成. K-匿名批量认证的位置隐私保护机制[J]. 重庆邮电大学学报(自然科学版), 2023, 35(3): 468-473.
    [4]
    ZHAO Y N, HOU Y Z, WANG L L, et al. An efficient certificateless aggregate signature scheme for the internet of vehicles[J]. Transactions on emerging telecommunications technologies, 2020, 31(5): e3708. DOI: 10.1002/ett.3708
    [5]
    赵国锋, 吴昊, 王杉杉, 等. 车联网POI查询中的位置隐私和查询隐私联合保护机制[J]. 电子与信息学报, 2024, 46(1): 155-164. DOI: 10.11999/JEIT221599
    [6]
    VERHEYDE T, BLAIS A, MACABIAU C, et al. SmartCoop algorithm: improving smartphones position accuracy and reliability through collaborative positioning[C]//International Conference on Localization and GNSS (ICL-GNSS), 2021.
    [7]
    ZHANG G H, NG H-F, WEN W S, et al. 3D mapping database aided GNSS based collaborative positioning using factor graph optimization[J]. IEEE transactions on intelligent transportation systems, 2021, 22(10): 6175-6187. DOI: 10.1109/TITS.2020.2988531
    [8]
    屈小媚, 王世法, 谭屈山, 等. 基于测距与GNSS信息融合的车联网协同定位技术[J/OL]. (2024-01-18)[2024-02-01]. 计算机应用研究, 2024.
    [9]
    PAN Q Q, WU J, ZHENG X, et al. Differential privacy and IRS empowered intelligent energy harvesting for 6G internet of things[J]. IEEE internet of things journal, 2022, 9(22): 22109-22122. DOI: 10.1109/JIOT.2021.3104833
    [10]
    于晓东, 吕志伟, 王兵浩, 等. DGNSS数据传输格式RTCM3.2的介绍及解码研究[J]. 全球定位系统, 2015, 40(3): 37-41.
    [11]
    NI J B, ZHANG K, YU Y, et al. Identity-based provable data possession from RSA assumption for secure cloud storage[J]. IEEE transactions on dependable and secure computing, 2022, 19(3): 1753-1769. DOI: 10.1109/TDSC.2020.3036641
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(5)  / Tables(1)

    Article Metrics

    Article views (169) PDF downloads(19) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return