Hao Liu

Dr. Hao Liu

orcid

Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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30 May 2014 in International Journal of Systems Science
Verified
Journal Article
Closed access
HLHao Liu
Hao Liu
PSPeng Shi
Peng Shi
HKHamid Reza Karimi
Hamid Reza Karimi
Mohammed ChadliMohammed Chadli
Mohammed Chadli
This paper is concerned with the problems of finite-time stability (FTS) and finite-time stabilisation for a class of nonlinear systems with time-varying delay, which can be represented by Takagi–Sugeno fuzzy system. Some new delay-dependent FTS conditions are provided and applied to the design problem of finite-time fuzzy controllers. First, based on an integral inequality and a fuzzy Lyapunov–Krasovskii functional, a delay-dependent FTS criterion is proposed for open-loop fuzzy system by introducing some free fuzzy weighting matrices, which are less conservative than other existing ones. Then, the parallel distributed compensation controller is designed to ensure FTS of the time-delay fuzzy system. Finally, an example is given to illustrate the effectiveness of the proposed design approach.

1 February 2021 in Nonlinear Analysis: Hybrid Systems
Verified
Journal Article
Closed access
HLHao Liu
Hao Liu
ZWZhujun Wang
Zhujun Wang

1 October 2020 in Communications in Nonlinear Science and Numerical Simulation
Verified
Journal Article
Closed access
HLHao Liu
Hao Liu

20 June 2022 in IEEE Transactions on Automatic Control
Verified
Journal Article
Closed access
HLHao Liu
Hao Liu
YLYuzhe Li
Yuzhe Li
QHQing-Long Han
Qing-Long Han
TRTarek Raïssi
Tarek Raïssi
In this article, a novel proactive attack defense strategy is proposed to deal with the secure remote estimation issue in cyber-physical systems with unknown-but-bounded noises in the presence of man-in-the-middle attacks. It is assumed that the residue calculated by the smart sensor is sent to the remote estimator and the abnormal intrusion detector via a wireless network, and the watermark is assumed to belong to a zonotope. In order to guarantee the detection rate, the data processes and the watermark are time-varying and secret to an adversary. Moreover, the effect on system performance caused by the watermark can be removed when the system is attack free. Furthermore, four different attack scenarios are discussed to analyze the detection ability of the proposed defense approach, and the designed strategy can be applied to detect replay attacks. Finally, an unmanned aircraft system subject to malicious attacks is leveraged to illustrate the effectiveness of the proposed proactive defense strategy.

17 April 2020 in IEEE Transactions on Cybernetics
Verified
Journal Article
Closed access
HLHao Liu
Hao Liu
Ben NiuBen Niu
Ben Niu
YLYuzhe Li
Yuzhe Li
This article studies a security issue in remote distributed consensus estimation where sensors transmit their measurements to remote estimators via a wireless communication network. The relative entropy is utilized as a stealthiness metric to detect whether the data transmitted through the wireless network are attacked. The performance degradation induced by an attacker that attempts to be stealthy or undetected is analyzed, and the corresponding false-data attack strategy is characterized, which can achieve the maximal integrated mean-square error (IMSE). Finally, the tradeoff between the performance degradation and attack stealthiness level is evaluated through an example.

11 January 2021 in IEEE Transactions on Automatic Control
Verified
Journal Article
Closed access
HLHao Liu
Hao Liu
Ben NiuBen Niu
Ben Niu
JQJiahu Qin
Jiahu Qin
In this article, the reachability analysis is investigated for the linear discrete-time systems in the presence of malicious cyber attacks. Moreover, the system disturbance and measurement noise are assumed to be unknown-but-bounded (UBB). Then, the attack model is built and a novel attack detector, which depends on the estimate residue is developed. Based on the stealthy cyber-attack set, reachability analysis is done, and the corresponding reachable set is computed. In order to reduce the computation burden, a recursive reachable set computation algorithm is proposed. Finally, an example is provided to illustrate the validity of main results.