Robust $H_{\infty}$ Adaptive Fuzzy Tracking Control for MIMO Nonlinear Stochastic Poisson Jump Diffusion Systems
| العنوان: | Robust $H_{\infty}$ Adaptive Fuzzy Tracking Control for MIMO Nonlinear Stochastic Poisson Jump Diffusion Systems |
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| المؤلفون: | Bor-Sen Chen, Xue-Lin Lin, Chien-Feng Wu |
| المصدر: | IEEE Transactions on Cybernetics. 49:3116-3130 |
| بيانات النشر: | Institute of Electrical and Electronics Engineers (IEEE), 2019. |
| سنة النشر: | 2019 |
| مصطلحات موضوعية: | Physics, Stochastic control, 0209 industrial biotechnology, Adaptive control, Stochastic process, Mathematical analysis, Jump diffusion, 02 engineering and technology, Positive-definite matrix, Computer Science Applications, Human-Computer Interaction, symbols.namesake, 020901 industrial engineering & automation, Diffusion process, Wiener process, Control and Systems Engineering, 0202 electrical engineering, electronic engineering, information engineering, symbols, 020201 artificial intelligence & image processing, Electrical and Electronic Engineering, Jump process, Software, Information Systems |
| الوصف: | Recently, stochastic Poisson jump diffusion system has attracted much attention in stochastic control. Poisson jump process has been used to model the random discontinuous jump behavior of the intrinsic discontinuous perturbation in stochastic system. Wiener process also called diffusion process represents the continuous random fluctuation to the system. In this paper, a robust adaptive control is introduced for multi-input multi-output (MIMO) nonlinear stochastic Poisson jump diffusion system with continuous and discontinuous random fluctuations to achieve the ${{ {H}}}_{{\infty }}$ tracking performance with a prescribed disturbance attenuation level. The system structure is of a strict-feedback form. Based on the backstepping design technique and ${{{H}}}_{{\infty }}$ control theory, a robust adaptive control law is constructed for MIMO nonlinear stochastic Poisson jump diffusion system to achieve the ${{{H}}}_{{\infty }}$ tracking performance with a prescribed attenuation level of external disturbance, despite of fuzzy approximation error and the effect of continuous and discontinuous random fluctuations. The proposed ${{ {H}}}_{{\infty }}$ adaptive control law combines both merits of ${{ {H}}}_{{\infty }}$ tracking control and adaptive control scheme to sufficiently solve the robust ${{ {H}}}_{{\infty }}$ adaptive tracking control problem for MIMO stochastic nonlinear systems with continuous and discontinuous random fluctuations. In addition, the uniformly positive definite assumption of control coefficient matrix is relaxed for the proposed MIMO adaptive control as well. A stochastic quadrotor trajectory tracking control simulation is provided to show the effectiveness of the proposed ${{ {H}}}_{{\infty }}$ robust adaptive control law. |
| تدمد: | 2168-2275 2168-2267 |
| DOI: | 10.1109/tcyb.2018.2839364 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::3c86c260a76bd426e79337929b426d75 https://doi.org/10.1109/tcyb.2018.2839364 |
| Rights: | CLOSED |
| رقم الانضمام: | edsair.doi...........3c86c260a76bd426e79337929b426d75 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 21682275 21682267 |
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| DOI: | 10.1109/tcyb.2018.2839364 |