Observer based attack detection and security control for UAVs against attacks on desired trajectory

被引:1
|
作者
Pan, Kunpeng [1 ,2 ,3 ]
Yang, Feisheng [1 ,2 ,3 ]
Lyu, Yang [1 ,2 ]
Tan, Zheng [1 ,2 ]
Pan, Quan [1 ,2 ]
机构
[1] Northwestern Polytech Univ, Sch Automat, Xian 710129, Shaanxi, Peoples R China
[2] Minist Educ, Key Lab Informat Fus Technol, Xian 710129, Peoples R China
[3] Northwestern Polytech Univ, Innovat Ctr NPU Chongqing, Chongqing 400000, Peoples R China
基金
中国国家自然科学基金;
关键词
Unmanned aerial vehicle; Desired trajectory attack; Attack detection; Attack estimation; Security control; SYSTEMS; SUBJECT; DESIGN;
D O I
10.1016/j.jfranklin.2024.106920
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper investigates an attack detection and security control strategy for unmanned aerial vehicles (UAVs) in the presence of malicious attacks. The detection, estimation, and compensation of the attack are the key points of the proposed scheme. This article considers that the desired trajectory sent by the ground control station (GCS) to the UAV is maliciously tampered with. First, a description of the UAV system and the desired trajectory attack is presented. The mathematical model is constructed by analyzing the characteristics of the desired trajectory attack. Secondly, an unknown input observer (UIO) is designed to generate the state estimation error. The attack detection framework is constructed by taking into account the state estimation error and the trajectory tracking error. Thirdly, an attack estimation observer with a prescribed H infinity performance is designed to compensate for the impact of attacks on the control system. A disturbance observer (DO) is used to compensate for the system disturbance. Finally, the simulation results are presented on Matlab and Gazebo to validate the effectiveness of the proposed security control strategy.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] Attack Detection and Security Control for UAVs Against Attacks on Desired Trajectory
    Pan, Kunpeng
    Lyu, Yang
    Yang, Feisheng
    Tan, Zheng
    Pan, Quan
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2024, 110 (02)
  • [2] Neural observer-based formation for multi-UAVs against deception and desired trajectory attacks
    Pan, Kunpeng
    Yang, Feisheng
    Lyu, Yang
    Ji, Mingyue
    Pan, Quan
    NEUROCOMPUTING, 2025, 622
  • [3] Adaptive observer-based attack estimation and event-triggered security control for UAVs
    Pan, Kunpeng
    Lyu, Yang
    Yang, Feisheng
    Pan, Quan
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2023, 37 (07) : 1961 - 1977
  • [4] An enhanced UAV safety control scheme against attacks on desired trajectory
    Gu, Yapei
    Guo, Kexin
    Guo, Lei
    Qiao, Jianzhong
    Jia, Jindou
    Yu, Xiang
    Xie, Lihua
    AEROSPACE SCIENCE AND TECHNOLOGY, 2021, 119
  • [5] Attack detection and security control for quadrotor under stealthy attacks
    Wu, Chengwei
    Zhu, Yupeng
    Xu, Lezhong
    Zhu, Hongming
    Zhang, Quanqi
    Zhu, Jiajing
    Yao, Weiran
    SYSTEMS & CONTROL LETTERS, 2025, 197
  • [6] A Control and Attack Detection Scheme for Fuzzy Systems against Cyber-attacks
    Zhang, Haili
    Li, Linlin
    Qiao, Liang
    2023 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, FUZZ, 2023,
  • [7] CONSTDET: Control Semantics-Based Detection for GPS Spoofing Attacks on UAVs
    Wei, Xiaomin
    Sun, Cong
    Lyu, Minjie
    Song, Qipeng
    Li, Yue
    REMOTE SENSING, 2022, 14 (21)
  • [8] Observer-Based Adaptive NN Security Control for Switched Nonlinear Systems Against DoS Attacks: An ADT Approach
    Xie, Hongzhen
    Zong, Guangdeng
    Yang, Dong
    Zhao, Xudong
    Shi, Kaibo
    IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (12) : 8024 - 8034
  • [9] Intelligent Detection Algorithm Against UAVs' GPS Spoofing Attack
    Wang, Shenqing
    Wang, Jiang
    Su, Chunhua
    Ma, Xinshu
    2020 IEEE 26TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS), 2020, : 382 - 389
  • [10] Fault detection based on extended state observer and interval observer for UAVs
    Cao, Lijia
    Yang, Xu
    Wang, Guoqing
    Liu, Yang
    Hu, Yu
    AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 2022, 94 (10): : 1759 - 1771