Cybersecurity Challenges in UAV Systems: IEMI Attacks Targeting Inertial Measurement Units

被引:0
|
作者
Boukabou, Issam [1 ]
Kaabouch, Naima [1 ]
Rupanetti, Dulana [1 ]
机构
[1] Artificial Intelligence Research (AIR) Center, University of North Dakota, Grand Forks,ND,58202, United States
关键词
Aircraft accidents - Combines - Fertilizers - Units of measurement - Unmanned aerial vehicles (UAV);
D O I
10.3390/drones8120738
中图分类号
学科分类号
摘要
The rapid expansion in unmanned aerial vehicles (UAVs) across various sectors, such as surveillance, agriculture, disaster management, and infrastructure inspection, highlights the growing need for robust navigation systems. However, this growth also exposes critical vulnerabilities, particularly in UAV package delivery operations, where intentional electromagnetic interference (IEMI) poses significant security and safety threats. This paper addresses IEMI attacks targeting inertial measurement units (IMUs) in UAVs, focusing on their susceptibility to medium-power electromagnetic interference. Our approach combines a comprehensive literature review and QuickField simulation with experimental validation using a commercially available 6-degree-of-freedom (DOF) IMU sensor. We propose a hardware-based electromagnetic shielding solution using mu-metal to mitigate IEMI’s impact on sensor performance. The study combines experimental testing with simulations to evaluate the shielding effectiveness under controlled conditions. The results of the measurements showed that medium-power IEMI significantly distorted IMU sensor readings, but our proposed shielding method effectively reduces the impact, improving sensor reliability. We demonstrate the mechanisms by which medium-power IEMI disrupts sensor operation, offering insights for future research directions. These findings also highlight the importance of integrating hardware-based shielding solutions to safeguard UAV systems against electromagnetic threats. © 2024 by the authors.
引用
收藏
相关论文
共 15 条
  • [1] Investigation of the effects of temperature variations on Inertial Measurement Units for UAV
    Patrizi, Gabriele
    Catelani, Marcantonio
    Ciani, Lorenzo
    Carratu, Marco
    Pietrosanto, Antonio
    Sommella, Paolo
    Betta, Giovanni
    Capriglione, Domenico
    2022 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AEROSPACE (IEEE METROAEROSPACE 2022), 2022, : 54 - 58
  • [2] Marine Inertial Measurement Units: Communication, Capabilities, and Challenges
    Kennedy, Donal
    Cullen, Eric
    McNulty, Regina
    Gaffney, Mark
    Walsh, Michael
    O'Flynn, Brendan
    MARINE TECHNOLOGY SOCIETY JOURNAL, 2015, 49 (03) : 56 - 63
  • [3] Insights on Using Deep Learning to Spoof Inertial Measurement Units for Stealthy Attacks on UAVs
    Kim, Kyo Hyun
    Kara, Denizkhan
    Paruchuri, Vineetha
    Mohan, Sibin
    Kimberly, Greg
    Osipychev, Denis
    Kim, Jae H.
    Eckhardt, Josh D.
    Pajic, Miroslav
    2022 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM), 2022,
  • [4] An Effective Method for Data Processing of Inertial Measurement Units Applied to Embedded Systems
    Kolhoff, Christoph
    Kemper, Markus
    PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS (ICINCO), 2021, : 558 - 565
  • [5] Inertial Measurement Units for shoulder functional assessment in telerehabilitation systems: a preliminary study
    Iurato, Matteo
    Job, Mirko
    Leuzzi, Gaia
    Stanzani, Ronny
    Dondero, Paolo
    Ingegnosi, Igor
    Testa, Marco
    17TH ACM INTERNATIONAL CONFERENCE ON PERVASIVE TECHNOLOGIES RELATED TO ASSISTIVE ENVIRONMENTS, PETRA 2024, 2024, : 672 - 673
  • [6] Designing vibration and shock isolation systems for micro electrical machined based inertial measurement units
    Braman, Todd
    Grossman, Owen
    2006 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM, VOLS 1-3, 2006, : 400 - +
  • [7] Information Fusion and Data-Driven Processing In Inertial Measurement Units for Cyber-Physical Systems
    Lee, Nelson
    Lyshevski, Sergey Edward
    2017 IEEE 37TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND NANOTECHNOLOGY (ELNANO), 2017, : 438 - 442
  • [8] 40 years of sensor fusion for orientation tracking via magnetic and inertial measurement units: Methods, lessons learned, and future challenges
    Nazarahari, Milad
    Rouhani, Hossein
    INFORMATION FUSION, 2021, 68 (68) : 67 - 84
  • [9] Enhanced Biomechanical Risk Assessment in Manual Lifting: Comparing Inertial Measurement Units with Optoelectronic Systems for Composite Lifting Index Calculation
    Varrecchia, Tiwana
    Motta, Filippo
    Chini, Giorgia
    Galli, Manuela
    Ranavolo, Alberto
    Applied Sciences (Switzerland), 2024, 14 (23):
  • [10] An improved multi-position calibration method for low cost micro-electro mechanical systems inertial measurement units
    Ding, Zhijian
    Cai, Hong
    Yang, Huabo
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2015, 229 (10) : 1919 - 1930