This paper propounds addressing the design of a high gain observer optimization method in order to ensure a reliable state synchronization of nonlinear perturbed chaotic systems. The salient feature of the developed approach lies in the optimization of the high gain observer by using the optimal control theory associated with a proposed numerical algorithm. Thereby, an innovative quadratic optimization criterion is proposed to calculate the required optimal value of the observer setting parameter θ, characterizing the observation gain and corresponding to the minimal value of the cost function, by achieving a compromise between the correction term of the state observer and its observation error. Moreover, the exponential stability of the high gain observer is demonstrated within the Lyapunov framework. The efficacy of the designed approach is highlighted by numerical simulation on two prominent examples of nonlinear perturbed chaotic systems.
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November 2018
Research-Article
Design of a High Gain Observer Optimization Method for the State Synchronization of Nonlinear Perturbed Chaotic Systems
Ines Daldoul,
Ines Daldoul
Laboratory of Advanced Systems,
Polytechnic School of Tunisia,
BP. 743,
La Marsa 2078, Tunisia
e-mail: ines.daldoul@gmail.com
Polytechnic School of Tunisia,
BP. 743,
La Marsa 2078, Tunisia
e-mail: ines.daldoul@gmail.com
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Ali Sghaier Tlili
Ali Sghaier Tlili
Laboratory of Advanced Systems,
Polytechnic School of Tunisia,
La Marsa 2078, Tunisia
e-mail: ali.tlili@ept.rnu.tn
Polytechnic School of Tunisia,
BP. 743
,La Marsa 2078, Tunisia
e-mail: ali.tlili@ept.rnu.tn
Search for other works by this author on:
Ines Daldoul
Laboratory of Advanced Systems,
Polytechnic School of Tunisia,
BP. 743,
La Marsa 2078, Tunisia
e-mail: ines.daldoul@gmail.com
Polytechnic School of Tunisia,
BP. 743,
La Marsa 2078, Tunisia
e-mail: ines.daldoul@gmail.com
Ali Sghaier Tlili
Laboratory of Advanced Systems,
Polytechnic School of Tunisia,
La Marsa 2078, Tunisia
e-mail: ali.tlili@ept.rnu.tn
Polytechnic School of Tunisia,
BP. 743
,La Marsa 2078, Tunisia
e-mail: ali.tlili@ept.rnu.tn
1Corresponding author.
Contributed by the Design Engineering Division of ASME for publication in the JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS. Manuscript received April 7, 2018; final manuscript received July 30, 2018; published online August 27, 2018. Assoc. Editor: Katrin Ellermann.
J. Comput. Nonlinear Dynam. Nov 2018, 13(11): 111004 (10 pages)
Published Online: August 27, 2018
Article history
Received:
April 7, 2018
Revised:
July 30, 2018
Citation
Daldoul, I., and Tlili, A. S. (August 27, 2018). "Design of a High Gain Observer Optimization Method for the State Synchronization of Nonlinear Perturbed Chaotic Systems." ASME. J. Comput. Nonlinear Dynam. November 2018; 13(11): 111004. https://doi.org/10.1115/1.4041084
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