Attack-Resilient State Estimation for Uncertain Complex Networks with Fading Measurements and Encoding-Decoding Strategy under Bitrate Constraints
In this paper, the attack-resilient state estimation problem is investigated for uncertain complex networks (UCNs) with fading measurements and encoding-decoding scheme under bitrate constrains (EDSBC). First of all, the phenomenon of fading measurements is described by the attenuation coefficient m...
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| Vydáno v: | Proceedings (IEEE ... International Conference on Control Science and Systems Engineering. Online) s. 325 - 330 |
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16.06.2023
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| ISSN: | 2832-1871 |
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| Abstract | In this paper, the attack-resilient state estimation problem is investigated for uncertain complex networks (UCNs) with fading measurements and encoding-decoding scheme under bitrate constrains (EDSBC). First of all, the phenomenon of fading measurements is described by the attenuation coefficient matrix governed by uniform distributed random variables within a given interval. Subsequently, the false data injection attack (FDIA) is modeled by a bounded signal sequence and an encoding-decoding scheme subject to bitrate constrains is employed to schedule data through a bandwidth-limited channel. An EDSBC-dependent state estimation method against FDIA and fading measurements for UCNs is developed such that an upper bound of error covariance of state estimation is obtained and the state estimator gain is determined in the sense of mean-square error (MSE). Finally, the derived results are demonstrated by a numerical simulation with respect to effectiveness and feasibility. |
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| AbstractList | In this paper, the attack-resilient state estimation problem is investigated for uncertain complex networks (UCNs) with fading measurements and encoding-decoding scheme under bitrate constrains (EDSBC). First of all, the phenomenon of fading measurements is described by the attenuation coefficient matrix governed by uniform distributed random variables within a given interval. Subsequently, the false data injection attack (FDIA) is modeled by a bounded signal sequence and an encoding-decoding scheme subject to bitrate constrains is employed to schedule data through a bandwidth-limited channel. An EDSBC-dependent state estimation method against FDIA and fading measurements for UCNs is developed such that an upper bound of error covariance of state estimation is obtained and the state estimator gain is determined in the sense of mean-square error (MSE). Finally, the derived results are demonstrated by a numerical simulation with respect to effectiveness and feasibility. |
| Author | Hu, Jun Jia, Chaoqing Luo, Ruonan Cao, Zhipeng |
| Author_xml | – sequence: 1 givenname: Zhipeng surname: Cao fullname: Cao, Zhipeng email: cauchy027@foxmail.com organization: Harbin University of Science and Technology,Department of Mathematics,Harbin,China – sequence: 2 givenname: Chaoqing surname: Jia fullname: Jia, Chaoqing email: chaoqingjia@hrbust.edu.cn organization: School of Automation Harbin University of Science and Technology,Harbin,China – sequence: 3 givenname: Jun surname: Hu fullname: Hu, Jun email: jhu@hrbust.edu.cn organization: School of Automation Harbin University of Science and Technology,Harbin,China – sequence: 4 givenname: Ruonan surname: Luo fullname: Luo, Ruonan email: 21209000004@stu.hrbust.edu.cn organization: Harbin University of Science and Technology,Department of Mathematics,Harbin,China |
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| Snippet | In this paper, the attack-resilient state estimation problem is investigated for uncertain complex networks (UCNs) with fading measurements and... |
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| SubjectTerms | Bit rate bitrate constrains Complex networks cyber-attack encoding-decoding scheme Fading channels Measurement uncertainty Schedules state estimation Systems engineering and theory uncertain complex networks Upper bound |
| Title | Attack-Resilient State Estimation for Uncertain Complex Networks with Fading Measurements and Encoding-Decoding Strategy under Bitrate Constraints |
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