Hybrid‐driven‐based fuzzy secure filtering for nonlinear parabolic partial differential equation systems with cyber attacks

The problem of hybrid‐driven fuzzy filtering for nonlinear semi‐linear parabolic partial differential equation systems with dual cyber attacks is investigated. First, a Takagi‐Sugeno (T‐S) fuzzy model is employed to reconstruct the original nonlinear systems. Second, a hybrid‐driven mechanism is applied for filter design to balance the systems' performance and the limited network resource consumption under dual cyber attacks composed of deception and denial of service attacks. Based on the Lyapunov direct method, sufficient conditions to guarantee the stability of the augmented system are obtained, and the parameters of the designed filter are earned with explicit form. Finally, a simulation example with robust analysis and comparative analysis is provided to illustrate the effectiveness of the proposed method.

[1]  Kaibo Shi,et al.  Relaxed Resilient Fuzzy Stabilization of Discrete-Time Takagi–Sugeno Systems via a Higher Order Time-Variant Balanced Matrix Method , 2022, IEEE Transactions on Fuzzy Systems.

[2]  H. Lam,et al.  Security-Based Fuzzy Control for Nonlinear Networked Control Systems With DoS Attacks via a Resilient Event-Triggered Scheme , 2022, IEEE Transactions on Fuzzy Systems.

[3]  C. Ahn,et al.  Adaptive Event-Triggered Control of Networked Fuzzy PDE Systems Under Hybrid Cyber Attacks , 2022, IEEE Transactions on Fuzzy Systems.

[4]  Deqiang Zeng,et al.  Fuzzy Secure Control for Nonlinear $N$-D Parabolic PDE-ODE Coupled Systems Under Stochastic Deception Attacks , 2022, IEEE Transactions on Fuzzy Systems.

[5]  Peng Shi,et al.  Resilient Adaptive Event-Triggered Fuzzy Tracking Control and Filtering for Nonlinear Networked Systems Under Denial-of-Service Attacks , 2022, IEEE Transactions on Fuzzy Systems.

[6]  O. Kwon,et al.  Robust Asynchronous Filtering for Discrete-Time T–S Fuzzy Complex Dynamical Networks Against Deception Attacks , 2022, IEEE Transactions on Fuzzy Systems.

[7]  Xiao-Heng Chang,et al.  Fuzzy Energy-to-Peak Filtering for Continuous-Time Nonlinear Singular System , 2022, IEEE Transactions on Fuzzy Systems.

[8]  Jianwei Xia,et al.  Enhanced gain‐scheduling fault estimation of discrete‐time Takagi–Sugeno nonlinear systems: A novel free matrix approach , 2022, International Journal of Robust and Nonlinear Control.

[9]  Dong Yue,et al.  Event-Based Secure Control of T–S Fuzzy-Based 5-DOF Active Semivehicle Suspension Systems Subject to DoS Attacks , 2022, IEEE transactions on fuzzy systems.

[10]  H. Karimi Guest Editorial: Recent advances in sliding mode control under network environment. , 2022, ISA transactions.

[11]  Wei-Wei Che,et al.  Composite Control of Linear Systems With Event-Triggered Inputs and Outputs , 2022, IEEE Transactions on Circuits and Systems II: Express Briefs.

[12]  An-Yang Lu,et al.  Malicious adversaries against secure state estimation: Sparse sensor attack design , 2022, Autom..

[13]  Yen‐Chen Liu,et al.  Finite‐time resilient control for networked control systems with multiple cyber‐attacks: Memory/adaptive event‐triggered scheme , 2022, International Journal of Adaptive Control and Signal Processing.

[14]  P. X. Liu,et al.  Finite‐time adaptive fuzzy command filtering control for stochastic nonlinear systems with input quantization , 2021, International Journal of Adaptive Control and Signal Processing.

[15]  Dan Ye,et al.  Memory‐based dynamic event‐triggered control for networked interval type‐2 fuzzy systems subject to DoS attacks , 2021, International Journal of Adaptive Control and Signal Processing.

[16]  Nagi Gebraeel,et al.  Detection and Differentiation of Replay Attack and Equipment Faults in SCADA Systems , 2021, IEEE Transactions on Automation Science and Engineering.

[17]  Huai-Ning Wu,et al.  Sampled-Data Fuzzy Control for Nonlinear Delayed Distributed Parameter Systems , 2021, IEEE Transactions on Fuzzy Systems.

[18]  Jingtao Man,et al.  Synchronization of fractional-order spatiotemporal complex-valued neural networks in finite-time interval and its application , 2021, J. Frankl. Inst..

[19]  Lina Yao,et al.  Fault diagnosis and fault‐tolerant control of uncertain network control systems , 2021, International Journal of Adaptive Control and Signal Processing.

[20]  Choon Ki Ahn,et al.  Sampled-Data-Based Event-Triggered Fuzzy Control for PDE Systems Under Cyberattacks , 2021, IEEE Transactions on Fuzzy Systems.

[21]  Yong-ming Li,et al.  Observer-Based Adaptive Optimized Control for Stochastic Nonlinear Systems With Input and State Constraints , 2021, IEEE Transactions on Neural Networks and Learning Systems.

[22]  S. Tong,et al.  Adaptive Optimized Backstepping Control-Based RL Algorithm for Stochastic Nonlinear Systems With State Constraints and Its Application , 2021, IEEE Transactions on Cybernetics.

[23]  B. Cui,et al.  Event-generator-based H∞ control of fuzzy distributed parameter systems , 2021, Fuzzy Sets Syst..

[24]  M. Saif,et al.  Observer-Based Attack Detection and Mitigation for Cyberphysical Systems: A Review , 2021, IEEE Systems, Man, and Cybernetics Magazine.

[25]  Jie Cao,et al.  Hybrid-triggered-based security controller design for networked control system under multiple cyber attacks , 2021, Inf. Sci..

[26]  M. Xie,et al.  Dynamic event-triggered L∞ control for networked control systems under deception attacks: a switching method , 2021, Inf. Sci..

[27]  Yuechao Ma,et al.  Exponential stabilization and non-fragile sampled-date dissipative control for uncertain time-varying delay T-S fuzzy systems with state quantization , 2021, Inf. Sci..

[28]  Xin Zhao,et al.  Adaptive Event-Triggered Fuzzy $H_{\infty }$ Filter Design for Nonlinear Networked Systems , 2020, IEEE Transactions on Fuzzy Systems.

[29]  Ju H. Park,et al.  Dissipative Fuzzy Tracking Control for Nonlinear Networked Systems With Quantization , 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[30]  Guang-Hong Yang,et al.  Secure State Estimation for Multiagent Systems With Faulty and Malicious Agents , 2020, IEEE Transactions on Automatic Control.

[31]  Qing-Long Han,et al.  Dynamic Event-Triggered Distributed Coordination Control and its Applications: A Survey of Trends and Techniques , 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[32]  Wensheng Luo,et al.  Resilient Distributed Fuzzy Load Frequency Regulation for Power Systems Under Cross-Layer Random Denial-of-Service Attacks , 2020, IEEE Transactions on Cybernetics.

[33]  Dong Yue,et al.  Secure Adaptive-Event-Triggered Filter Design With Input Constraint and Hybrid Cyber Attack , 2020, IEEE Transactions on Cybernetics.

[34]  Dong Yue,et al.  Co-Design of Dynamic Event-Triggered Communication Scheme and Resilient Observer-Based Control Under Aperiodic DoS Attacks , 2020, IEEE Transactions on Cybernetics.

[35]  Liu Yang,et al.  Dynamic event-triggered actuator fault estimation and accommodation for dynamical systems , 2020, Inf. Sci..

[36]  Huai-Ning Wu,et al.  Estimator-Based $H_\infty$ Sampled-Data Fuzzy Control for Nonlinear Parabolic PDE Systems , 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[37]  Chen Peng,et al.  Observer Design of Discrete-Time Fuzzy Systems Based on an Alterable Weights Method , 2020, IEEE Transactions on Cybernetics.

[38]  Romain Postoyan,et al.  Integral Input-to-State Stability of Networked Control Systems , 2020, IEEE Transactions on Automatic Control.

[39]  Xiaona Song,et al.  Event-triggered reliable H∞ fuzzy filtering for nonlinear parabolic PDE systems with Markovian jumping sensor faults , 2020, Inf. Sci..

[40]  Xiao-Heng Chang,et al.  Quantized Static Output Feedback Fuzzy Tracking Control for Discrete-Time Nonlinear Networked Systems With Asynchronous Event-Triggered Constraints , 2019, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[41]  Xiaoli Chen,et al.  Event-triggered quantized H∞ control for networked control systems in the presence of denial-of-service jamming attacks , 2019, Nonlinear Analysis: Hybrid Systems.

[42]  Huai-Ning Wu,et al.  Fuzzy Control Under Spatially Local Averaged Measurements for Nonlinear Distributed Parameter Systems With Time-Varying Delay , 2019, IEEE Transactions on Cybernetics.

[43]  Qing-Guo Wang,et al.  Robust $H_2$ Control of Linear Systems With Mismatched Quantization , 2019, IEEE Transactions on Automatic Control.

[44]  Jie Cao,et al.  Event-Triggered $H_\infty$ Load Frequency Control for Multiarea Power Systems Under Hybrid Cyber Attacks , 2019, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[45]  He Zhang,et al.  Event-triggered H∞ filtering control for a class of distributed parameter systems with Markovian switching topology , 2018, J. Frankl. Inst..

[46]  Weihua Gui,et al.  Event-Based Fault Detection Filtering for Complex Networked Jump Systems , 2018, IEEE/ASME Transactions on Mechatronics.

[47]  Sarangapani Jagannathan,et al.  Boundary Control of Linear Uncertain 1-D Parabolic PDE Using Approximate Dynamic Programming , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[48]  Han-Xiong Li,et al.  Spatially Piecewise Fuzzy Control Design for Sampled-Data Exponential Stabilization of Semilinear Parabolic PDE Systems , 2018, IEEE Transactions on Fuzzy Systems.

[49]  Baotong Cui,et al.  H ∞ Filtering Design for a Class of Distributed Parameter Systems with Randomly Occurring Sensor Faults and Markovian Channel Switching , 2017, PAAP.

[50]  Shumin Fei,et al.  Hybrid-driven-based stabilisation for networked control systems , 2016 .

[51]  Pietro Tesi,et al.  Input-to-State Stabilizing Control Under Denial-of-Service , 2015, IEEE Transactions on Automatic Control.

[52]  Antoine Girard,et al.  Dynamic Triggering Mechanisms for Event-Triggered Control , 2013, IEEE Transactions on Automatic Control.

[53]  P. Christofides,et al.  Nonlinear and Robust Control of PDE Systems: Methods and Applications to Transport-Reaction Processes , 2002 .

[54]  Jinkun Liu,et al.  Event-triggered vibration control for a class of flexible mechanical systems with bending deformation and torsion deformation based on PDE model , 2022 .

[55]  Wuneng Zhou,et al.  Security event-triggered control for Markovian jump neural networks against actuator saturation and hybrid cyber attacks , 2021, J. Frankl. Inst..