Abstract
The active disturbance rejection control (AD RC), first proposed by Jingqing Han in late 1980s, is a powerful control technology being able to deal with external disturbances and internal uncertainties in large scale for control systems in engineering applications. This survey paper will articulate, from a theoretical perspective, the origin, ideology and progress of ADRC for not only uncertain finite-dimensional systems but also uncertain infinite-dimensional ones. Some recent theoretical developments, general framework and unsolved problems of ADRC for finite-dimensional systems with mismatched disturbances and uncertainties by output feedback, uncertain finite-dimensional stochastic systems, uncertain infinite-dimensional systems described by both the wave equation and the fractional-order partial differential equation are successively addressed, from which we see the challenges and opportunities for this remarkable emerging control technology to various types of control systems.
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References
Xie, L.L., Guo, L.: How much uncertainty can be dealt with by feedback? IEEE Trans. Automat. Control. 45(12), 2203–2217 (2000)
Gao, Z.: On the centrality of disturbance rejection in automatic control. ISA Trans. 53(4), 850–857 (2014)
Chen, W.H., Yang, J., Guo, L., Li, S.: Disturbance-observer-based control and related methods-An overview. IEEE Trans. Ind. Electron. 63(2), 1083–1095 (2015)
Guo, L., Cao, S.: Anti-disturbance control theory for systems with multiple disturbances: a survey. ISA Trans. 53(4), 846–849 (2014)
Maybeck, P.S.: Stochastic Models, Estimation, and Control, vol. 3. Academic Press, Cambridge (1982)
Deng, H., Krstić, M.: Stochastic nonlinear stabilization-I: a backstepping design. Syst. Control Lett. 32(3), 143–150 (1997)
Pan, Z., Basar, T.: Backstepping controller design for nonlinear stochastic systems under a risk-sensitive cost criterion. SIAM J. Control Optim. 37(3), 957–995 (1999)
Åström, K.J.: Introduction to Stochastic Control Theory. Courier Corporation, Chelmsford (2012)
Zhao, X.Y., Deng, F.Q.: Divided state feedback control of stochastic systems. IEEE Trans. Automat. Control. 60(7), 1870–1885 (2015)
Qu, Z.: Robust Control of Nonlinear Uncertain Systems. Wiley, New York (1998)
Zhou, K., Doyle, J.C.: Essentials of Robust Control, vol. 104. Prentice Hall, Upper Saddle River (1998)
Green, M., Limebeer, D.J.: Linear Robust Control. Courier Corporation, Chelmsford (2012)
Li, H., Xie, L., Wang, Y.: On robust control invariance of Boolean control networks. Automatica 68, 392–396 (2016)
Zhao, Z., He, X., Ren, Z., Wen, G.: Boundary adaptive robust control of a flexible riser system with input nonlinearities. IEEE Trans. Syst. Man Cybern. Syst. (2018). https://doi.org/10.1109/TSMC.2018.2882734
Van Der Schaft, A.J.: \(L_{2}\)-gain analysis of nonlinear systems and nonlinear state-feedback \(H_{\infty }\) control. IEEE Trans. Automat. Control. 37(6), 770–784 (1992)
Xu, S., Lam, J., Mao, X.: Delay-dependent \(H_ {\infty }\) control and filtering for uncertain markovian jump systems with time-varying delays. IEEE Trans. Circuits Syst. I. Regul. Pap. 54(9), 2070–2077 (2007)
Hou, T., Zhang, W., Ma, H.: Finite horizon \( H_ {2}/H_ {\infty } \) control for discrete-time stochastic systems with Markovian jumps and multiplicative noise. IEEE Trans. Automat. Control. 55(5), 1185–1191 (2010)
Chang, X.H., Yang, G.H.: New results on output feedback \( H_ {\infty } \) control for linear discrete-time systems. IEEE Trans. Automat. Control. 59(5), 1355–1359 (2013)
Krstić, M., Kanellakopoulos, I., Kokotović, P.: Nonlinear and Adaptive Control Design. Wiley, New York (1995)
Åström, K.J., Wittenmark, B.: Adaptive Control. Courier Corporation, Chelmsford (2013)
Francis, B.A., Wonham, W.M.: The internal model principle of control theory. Automatica 12(5), 457–465 (1976)
Liu, L., Chen, Z.Y., Huang, J.: Parameter convergence and nomimal internal model with an adaptive output regulation problem. Automatica 45(5), 1306–1311 (2009)
Chen, W.H.: Disturbance observer based control for nonlinear systems. IEEE/ASME Trans. Mech. 9(4), 706–710 (2004)
Li, S., Yang, J., Chen, W.H., Chen, X.: Disturbance Observer-Based Control: Methods and Applications. CRC Press, Boca Raton (2016)
Zhao, Z., Ahn, C.K., Li, H.X.: Boundary antidisturbance control of a spatially nonlinear flexible string system. IEEE Trans. Ind. Electron. 67(6), 4846–4856 (2020)
Zhao, Z., Ahn, C.K., Wen, G.: Cooperative disturbance rejection control of vibrating flexible riser systems. Nonlinear Dyn. 98(3), 1603–1613 (2019)
Han, J.Q., Wang, W.: Nonlinear tracking-differentiator. J. Syst. Sci. Math. Sci. 14(2), 177–183 (1994). (in Chinese)
Han, J.Q.: A class of extended state observers for uncertain systems. Control Decision 10(1), 85–88 (1995). (in Chinese)
Han, J.Q.: Auto-disturbance rejection control and applications. Control Decision 13(1), 19–23 (1998). (in Chinese)
Han, J.Q.: Active Disturbance Rejection Control-The Technique for Extimating and Compensating Uncertainties. National Defence Industry Press, Beijing (2008)
Han, J.Q.: From PID to active disturbance rejection control. IEEE Trans. Ind. Electron. 56(3), 900–906 (2009)
Guo, B.Z., Zhao, Z.L.: Active Disturbance Rejection Control for Nonlinear Systems: An Introduction. Wiley, New York (2016)
Chang, X., Li, Y., Zhang, W., Wang, N., Xue, W.: Active disturbance rejection control for a flywheel energy storage system. IEEE Trans. Ind. Electron. 62(2), 991–1001 (2014)
Castañeda, L.A., Luviano-Juárez, A., Chairez, I.: Robust trajectory tracking of a delta robot through adaptive active disturbance rejection control. IEEE Trans. Control Syst. Technol. 23(4), 1387–1398 (2014)
Ma, D., Xia, Y., Li, T., Chang, K.: Active disturbance rejection and predictive control strategy for a quadrotor helicopter. IET Control Theory Appl. 10(17), 2213–2222 (2016)
Yao, J., Deng, W.: Active disturbance rejection adaptive control of hydraulic servo systems. IEEE Trans. Ind. Electron. 64(10), 8023–8032 (2017)
Sun, L., Li, D.H., Hu, K.T., Lee, K.Y., Pan, F.P.: On tuning and practical implementation of active disturbance rejection controller: a case study from a regenerative heater in a 1000 MW power plant. Ind. Eng. Chem. Res. 55, 6686–6695 (2016)
Sun, L., Zhang, Y., Li, D., Lee, K.Y.: Tuning of active disturbance rejection control with application to power plant furnace regulation. Control Eng. Pract. 92, 104122 (2019)
Sun, B., Gao, Z.: A DSP-based active disturbance rejection control design for a 1-kW H-bridge DC-DC power converter. IEEE Trans. Ind. Electron. 52(5), 1271–1277 (2005)
Wu, D., Chen, K.: Design and analysis of precision active disturbance rejection control for noncircular turning process. IEEE Trans. Ind. Electron. 56(7), 2746–2753 (2009)
Li, S., Yang, X., Yang, D.: Active disturbance rejection control for high pointing accuracy and rotation speed. Automatica 45(8), 1854–1860 (2009)
Vincent, J., Morris, D., Usher, N., Gao, Z.Q., Zhao, S., Nicoletti, A., Zheng, Q.L.: On active disturbance rejection based control design for superconducting RF cavities. Nucl. Instrum Methods Phys. Res. A. 643, 11–16 (2011)
Xia, Y.Q., Fu, M.Y.: Compound Control Methodology for Flight Vehicles. Springer, Berlin (2013)
Huang, C.E., Li, D., Xue, Y.: Active disturbance rejection control for the ALSTOM gasifier benchmark problem. Control Eng. Pract. 21(4), 556–564 (2013)
Tang, H., Li, Y.: Development and active disturbance rejection control of a compliant micro-/nanopositioning piezostage with dual mode. IEEE Trans. Ind. Electron. 61(3), 1475–1492 (2013)
Sira-Ramírez, H., Linares-Flores, J., García-Rodríguez, C., Contreras-Ordaz, M.A.: On the control of the permanent magnet synchronous motor: an active disturbance rejection control approach. IEEE Trans. Control Syst. Technol. 22(5), 2056–2063 (2014)
Zhu, E., Pang, J., Sun, N., Gao, H., Sun, Q., Chen, Z.: Airship horizontal trajectory tracking control based on active disturbance rejection control (ADRC). Nonlinear Dyn. 75(4), 725–734 (2014)
Xue, W., Bai, W., Yang, S., Song, K., Huang, Y., Xie, H.: ADRC with adaptive extended state observer and its application to air-fuel ratio control in gasoline engines. IEEE Trans. Ind. Electron. 62(9), 5847–5857 (2015)
Herbst, G.: Practical active disturbance rejection control: Bumpless transfer, rate limitation, and incremental algorithm. IEEE Trans. Ind. Electron. 63(3), 1754–1762 (2015)
Tao, J., Sun, Q., Tan, P., Chen, Z., He, Y.: Active disturbance rejection control (ADRC)-based autonomous homing control of powered parafoils. Nonlinear Dyn. 86(3), 1461–1476 (2016)
Yang, H., Cheng, L., Xia, Y., Yuan, Y.: Active disturbance rejection attitude control for a dual closed-loop quadrotor under gust wind. IEEE Trans. Control Syst. Technol. 26(4), 1400–1405 (2017)
Sun, L., Hua, Q., Li, D., Pan, L., Xue, Y., Lee, K.Y.: Direct energy balance based active disturbance rejection control for coal-fired power plant. ISA Trans. 70, 486–493 (2017)
Yuan, Y., Zhang, P., Wang, Z., Guo, L., Yang, H.: Active disturbance rejection control for the ranger neutral buoyancy vehicle: A delta operator approach. IEEE Trans. Ind. Electron. 64(12), 9410–9420 (2017)
Chu, Z., Sun, Y., Wu, C., Sepehri, N.: Active disturbance rejection control applied to automated steering for lane keeping in autonomous vehicles. Control Eng. Pract. 74, 13–21 (2018)
Ahi, B., Haeri, M.: Linear active disturbance rejection control from the practical aspects. IEEE/ASME Trans. Mechatron. 23(6), 2909–2919 (2018)
Cai, Z., Lou, J., Zhao, J., Wu, K., Liu, N., Wang, Y.X.: Quadrotor trajectory tracking and obstacle avoidance by chaotic grey wolf optimization-based active disturbance rejection control. Mech. Syst. Signal Process. 128, 636–654 (2019)
Ren, L., Mao, C., Song, Z., Liu, F.: Study on active disturbance rejection control with actuator saturation to reduce the load of a driving chain in wind turbines. Renew. Eng. 133, 268–274 (2019)
Gong, L., Wang, Q., Dong, C.: Disturbance rejection control of morphing aircraft based on switched nonlinear systems. Nonlinear Dyn. 96(2), 975–995 (2019)
Liu, J., Sun, M., Chen, Z., Sun, Q.: Output feedback control for aircraft at high angle of attack based upon fixed-time extended state observer. Aerosp. Sci. Technol 95, 105468 (2019)
Carreńo-Zagarra, J.J., Guzmán, J.L., Moreno, J.C., Villamizar, R.: Linear active disturbance rejection control for a raceway photobioreactor. Control Eng. Pract. 85, 271–279 (2019)
Sun, H., Sun, Q., Wu, W., Chen, Z., Tao, J.: Altitude control for flexible wing unmanned aerial vehicle based on active disturbance rejection control and feedforward compensation. Int. J. Robust Nonlinear Control. 30(1), 222–245 (2020)
Technical Reference Manual, “TMS320F28069M, TMS320F28068M InstaSPIN\(^{\rm TM}\)-MOTION Software”, Literature Number: SPRUHJ0A. Texas Instruments, April 2013-Revised November (2013)
Kinetis Motor Suite, Freescale Semiconductor Inc., http://cache.freescale.com/files/soft_dev_tools/doc/fact_sh eet/KINTMOTSUITFS.pdf, Accessed on June 5, (2015)
Zheng, Q., Gao, Z.Q.: An energy saving, factory-validated disturbance decoupling control design for extrusion processes. In: The 10th World Congress on Intelligent Control and Automation, Beijing, pp. 2891–2896 (2012)
Guo, B.Z., Zhao, Z.L.: Active disturbance rejection control: Theoretical perspectives. Commun. Inf. Syst. 15(3), 361–421 (2015)
Feng, H., Guo, B.Z.: Active disturbance rejection control: Old and new results. Annu. Rev. Control 44, 238–248 (2017)
Huang, Y., Xue, W.: Active disturbance rejection control: methodology and theoretical analysis. ISA Trans. 53(4), 963–976 (2014)
Guo, B.Z., Zhao, Z.L.: On convergence of tracking differentiator. Int. J. Control. 84(4), 693–701 (2011)
Guo, B.Z., Zhao, Z.L.: Weak convergence of nonlinear high-gain tracking differentiator. IEEE Trans. Automat. Control. 58, 1074–1080 (2013)
Zhao, Z.L., Guo, B.Z.: A nonlinear extended state observer based on fractional power functions. Automatica 81, 286–296 (2017)
Gao, Z.Q.: Scaling and bandwidth-parameterization based controller tuning. In: American Control Conference 4989–4996, (2003)
Zheng, Q., Gao, L., Gao, Z.: On stability analysis of active disturbance rejection control for nonlinear time-varying plants with unknow dynamics. IEEE Conf. Decis. Control. 3501–3506, (2007)
Guo, B.Z., Zhao, Z.L.: On the convergence of extended state observer for nonlinear systems with uncertainty. Syst. Control Lett. 60, 420–430 (2011)
Guo, B.Z., Zhao, Z.L.: On convergence of the nonlinear active disturbance rejection control for MIMO systems. SIAM J. Control Optim. 51(2), 1727–1757 (2013)
Pu, Z.Q., Yuan, R.Y., Yi, J.Q., Tan, X.M.: A class of adaptive extended state observers for nonlinear disturbed systems. IEEE Trans. Ind. Electron. 62, 5858–5869 (2015)
Shao, X.L., Wang, H.L.: Back-stepping active disturbance rejection control design for integrated missile guidance and control system via reduced-order ESO. ISA Trans. 57, 10–22 (2015)
Yao, J., Deng, W.: Active disturbance rejection adaptive control of uncertain nonlinear systems: theory and application. Nonlinear Dyn. 89(3), 1611–1624 (2017)
Ran, M., Wang, Q., Dong, C., Hou, Y., Wang, Z.: Backstepping active disturbance rejection control: a delayed activation approach. IET Control Theory Appl. 11, 2336–2342 (2017)
Tan, W., Fu, C.: Linear active disturbance-rejection control: analysis and tuning via IMC. IEEE Trans. Ind. Electron. 63(4), 2350–2359 (2015)
Jiang, T.T., Huang, C.D., Guo, L.: Control of uncertain nonlinear systems based on observers and estimators. Automatica 59, 35–47 (2015)
Li, J., Xia, Y., Qi, X., Gao, Z.: On the necessity, scheme, and basis of the linear-nonlinear switching in active disturbance rejection control. IEEE Trans. Ind. Electron. 64(2), 1425–1435 (2016)
Shao, S., Gao, Z.: On the conditions of exponential stability in active disturbance rejection control based on singular perturbation analysis. Int. J. Control. 90, 2085–2097 (2017)
Sira-Ramírez, H., Luviano-Juárez, A., Ramírez-Neria, M., Zurita-Bustamante, E.W.: Active Disturbance Rejection Control of Dynamic Systems: A Flatness Based Approach. Butterworth-Heinemann, Oxford (2018)
Aguilar-Ibañez, C., Sira-Ramirez, H., Acosta, J.Á.: Stability of active disturbance rejection control for uncertain systems: a Lyapunov perspective. Int. J. Robust Nonlinear Control. 27(18), 4541–4553 (2017)
Qi, X., Li, J., Xia, Y., Gao, Z.: On the robust stability of active disturbance rejection control for SISO systems. Cir. Syst. Signal Process. 36(1), 65–81 (2017)
Bai, W., Xue, W., Huang, Y., Fang, H.: On extended state based Kalman filter design for a class of nonlinear time-varying uncertain systems. Sci China Inf Sci 61(4), 042201 (2018)
Bai, W., Chen, S., Huang, Y., Guo, B.Z., Wu, Z.H.: Observers and observability for uncertain nonlinear systems: a necessary and sufficient condition. Int. J. Robust Nonlinear Control. 29(10), 2960–2977 (2019)
Zhang, C., Yang, J., Li, S., Yang, N.: A generalized active disturbance rejection control method for nonlinear uncertain systems subject to additive disturbance. Nonlinear Dyn. 83(4), 2361–2372 (2016)
Abdul-Adheem, W.R., Ibraheem, I.K.: Improved sliding mode nonlinear extended state observer based active disturbance rejection control for uncertain systems with unknown total disturbance. Int. J. Adv. Comput. Sci. Appl 7(12), 80–93 (2016)
Zhao, Z.L., Guo, B.Z.: A novel extended state observer for output tracking of MIMO systems with mismatched uncertainty. IEEE Trans. Automat. Control. 63(1), 211–218 (2017)
Sun, L., Li, D., Gao, Z., Yang, Z., Zhao, S.: Combined feedforward and model-assisted active disturbance rejection control for non-minimum phase system. ISA Trans. 64, 24–33 (2016)
Li, D.Z., Ding, P., Gao, Z.Q.: Fractional active disturbance rejection control. ISA Trans. 6, 109–119 (2016)
Gao, Z.: Active disturbance rejection control for nonlinear fractional-order systems. Int. J. Robust Nonlinear Control. 26, 876–892 (2016)
Ran, M., Wang, Q., Dong, C.: Active disturbance rejection control for uncertain nonaffine-in-control nonlinear systems. IEEE Trans. Automat. Control. 62(11), 5830–5836 (2016)
Xue, W.C., Huang, Y.: On performance analysis of ADRC for a class of MIMO lower-triangular nonlinear uncertain system. ISA Trans. 53, 955–962 (2014)
Guo, B.Z., Wu, Z.H.: Output tracking for a class of nonlinear systems with mismatched uncertainties by active disturbance rejection control. Syst. Control Lett. 100, 21–31 (2017)
Wu, Z.H., Guo, B.Z.: Approximate decoupling and output tracking for MIMO nonlinear systems with mismatched uncertainties via ADRC approach. J. Franklin Inst. 355(9), 3873–3894 (2018)
Castillo, A., García, P., Sanz, R., Albertos, P.: Enhanced extended state observer-based control for systems with mismatched uncertainties and disturbances. ISA Trans. 73, 1–10 (2018)
Chen, S., Huang, Y.: The selection criterion of nominal model in active disturbance rejection control for non-affine uncertain systems. J. Franklin Inst. (2019). https://doi.org/10.1016/j.jfranklin.2019.12.023
Chen, S., Bai, W., Hu, Y., Huang, Y., Gao, Z.: On the conceptualization of total disturbance and its profound implications. Sci China Inf. Sci. 63(2), 129201 (2020)
Zheng, Q., Gao, Z.: Predictive active disturbance rejection control for processes with time delay. ISA Trans. 53(4), 873–881 (2014)
Zhao, S., Gao, Z.: Modified active disturbance rejection control for time-delay systems. ISA Trans. 53(4), 882–888 (2014)
Chen, S., Xue, W., Zhong, S., Huang, Y.: On comparison of modified ADRCs for nonlinear uncertain systems with time delay. Sci. China Inf. Sci. 61(7), 70223 (2018)
Chen, S., Xue, W., Huang, Y.: Analytical design of active disturbance rejection control for nonlinear uncertain systems with delay. Control Eng. Pract. 84, 323–336 (2019)
Ran, M., Wang, Q., Dong, C., Xie, L.: Active disturbance rejection control for uncertain time-delay nonlinear systems. Automatica 112, 108692 (2020)
Sun, J., Yang, J., Li, S., Zheng, W.X.: Sampled-data-based event-triggered active disturbance rejection control for disturbed systems in networked environment. IEEE Trans. Cybern. 99, 1–11 (2017)
Yu, Y., Yuan, Y., Yang, H., Liu, H.: Nonlinear sampled-data ESO-based active disturbance rejection control for networked control systems with actuator saturation. Nonlinear Dyn. 95(2), 1415–1434 (2019)
Chen, S., Chen, Z.: On active disturbance rejection control for a class of uncertain systems with measurement uncertainty. IEEE Trans. Ind. Electron. (2020). https://doi.org/10.1109/TIE.2020.2970623
Guo, B.Z., Wu, Z.H., Zhou, H.C.: Active disturbance rejection control approach to output-feedback stabilization of a class of uncertain nonlinear systems subject to stochastic disturbance. IEEE Trans. Automat. Control. 61, 1613–1618 (2016)
Wu, Z.H., Guo, B.Z.: On convergence of active disturbance rejection control for a class of uncertain stochastic nonlinear systems. Int. J. Control. 92(5), 1103–1116 (2019)
Guo, B.Z., Wu, Z.H.: Active disturbance rejection control approach to output feedback stabilization of lower triangular nonlinear systems with stochastic uncertainty. Int. J. Robust Nonlinear Control. 27, 2773–2797 (2017)
Wu, Z.H., Guo, B.Z.: Active disturbance rejection control to MIMO nonlinear systems with stochastic uncertainties: approximate decoupling and output-feedback stabilisation. Int. J. Control. 93(6), 1408–1427 (2020)
Wu, Z.H., Guo, B.Z.: Extended state observer for MIMO nonlinear systems with stochastic uncertainties. Int. J. Control. 93(3), 424–436 (2020)
Guo, B.Z., Jin, F.F.: The active disturbance rejection and sliding mode control approach to the stabilization of Euler–Bernoulli beam equation with boundary input disturbance. Automatica 49, 2911–2918 (2013)
Li, Y., Xu, G., Han, Z.: Stabilization of an Euler-Bernoulli beam system with a tip mass subject to non-uniform bounded disturbance. IMA J. Math. Control Inform. 34(4), 1239–1254 (2016)
Li, Y., Xu, G.: Stabilization of an Euler-Bernoulli beam with a tip mass under the unknown boundary external disturbances. J. Syst. Sci. Complex. 30(4), 803–817 (2017)
Guo, B.Z., Jin, F.F.: Sliding mode and active disturbance rejection control to stabilization of one-dimensional anti-stable wave equations subject to disturbance in boundary input. IEEE Trans. Automat. Control. 58, 1269–1274 (2013)
Guo, B.Z., Liu, J.J.: Sliding mode control and active disturbance rejection control to the stabilization of one-dimensional schrödinger equation subject to boundary control matched disturbance. Int. J. Robust Nonlinear Control. 24, 2194–2212 (2014)
Guo, Y.P., Wang, J.M.: The active disturbance rejection control of the rotating disk-beam system with boundary input disturbances. Int. J. Control. 89(11), 2322–2335 (2016)
Zhang, Y.L., Zhu, M., Li, D., Wang, J.M.: ADRC Dynamic Stabilization of an Unstable Heat Equation. IEEE Trans. Automat. Control. (2019). https://doi.org/10.1109/TAC.2019.2957690
Guo, B.Z., Zhou, H.C.: The active disturbance rejection control to stabilization for multi-dimensional wave equation with boundary control matched disturbance. IEEE Trans. Automat. Control. 60, 143–157 (2015)
Guo, B.Z., Zhou, H.C.: Active disturbance rejection control for rejecting boundary disturbance from multi-dimensional Kirchhoff plate via boundary control. SIAM J. Control Optim. 52, 2800–2830 (2014)
Guo, B.Z., Jin, F.F.: Output feedback stabilization for one-dimensional wave equation subject to boundary disturbance. IEEE Trans. Automat. Control. 60, 824–830 (2015)
Guo, B.Z., Zhou, H.C.: Output feedback stabilization for multi-dimensional Kirchhoff plate with general corrupted boundary observation. Eur. J. Control. 28, 38–48 (2016)
Feng, H., Guo, B.Z.: Distributed disturbance estimator and application to stabilization for multi-dimensional wave equation with corrupted boundary observation. Automatica 66, 25–33 (2016)
Feng, H., Guo, B.Z.: A new active disturbance rejection control to output feedback stabilization for a one-dimensional anti-stable wave equation with disturbance. IEEE Trans. Automat. Control. 62, 3774–3787 (2017)
Zhou, H.C.: Output-based disturbance rejection control for 1-D anti-stable Schrödinger equation with boundary input matched unknown disturbance. Int. J. Robust Nonlinear Control. 27, 4686–4705 (2017)
Zhou, H.C., Feng, H.: Disturbance estimator based output feedback exponential stabilization for Euler-Bernoulli beam equation with boundary control. Automatica 91, 79–88 (2018)
Zhou, H.C., Guo, B.Z.: Performance output tracking for one-dimensional wave equation subject to unmatched general disturbance and non-collocated control. Eur. J. Control. 39, 39–52 (2018)
Zhou, H.C., Guo, B.Z., Xiang, S.H.: Performance output tracking for multidimensional heat equation subject to unmatched disturbance and noncollocated control. IEEE Trans. Automat. Control. 65, 1940–1955 (2020)
Zhou, H.C., Lv, C.W., Guo, B.Z., Chen, Y.Q.: Mittag-Leffler stabilization for an unstable time fractional anomalous diffusion equation with boundary control matched disturbance. Int. J. Robust Nonlinear Control. 29, 4384–4401 (2019)
Lv, C.W., Zhou, H.C., Deng, F.Q.: Mittag–Leffler stabilization of an unstable time fractional hyperbolic PDEs. IEEE Access 7, 102580–102588 (2019)
Isidori, A.: Nonlinear Control Systems: An introduction, 3rd edn. Springer, Berlin (1995)
Cheng, D., Hu, X., Shen, T.: Analysis and Design of Nonlinear Control Systems. Springer, Berlin (2010)
Huang, Z.L., Zhu, W.Q., Ni, Y.Q., Ko, J.M.: Stochastic averaging of strongly non-linear oscillators under bounded noise excitation. J. Sound Vib. 254, 245–267 (2002)
Hu, F., Chen, L.C., Zhu, W.Q.: Stationary response of strongly non-linear oscillator with fractional derivative damping under bounded noise excitation. Int. J. Non-Linear Mech. 47, 1081–1087 (2012)
Huang, Z.L., Zhu, W.Q.: Stochastic averaging of quasi-integrable Hamiltonian systems under bounded noise excitations. Prob. Eng. Mech. 19, 219–228 (2004)
Zhou, H.C., Weiss, G.: Output feedback exponential stabilization for one-dimensional unstable wave equations with boundary control matched disturbance. SIAM J. Control Optim. 56, 4098–4129 (2018)
Weiss, G.: Admissibility of unbounded control operators. SIAM J. Control Optim. 27, 527–545 (1989)
Zhou, H.C., Guo, B.Z.: Stabilization of ODE with hyperbolic equation actuator subject to boundary controlmatched disturbance. Int. J. Control. 92, 12–26 (2019)
Chen, G.: Energy decay estimates and exact boundary value controllability for the wave equation in a boundaed domain. J. Math. pures et appl. 58, 249–273 (1979)
Zhou, H.C., Guo, B.Z.: Boundary feedback stabilization for an unstable time fractional reaction diffusion equations. SIAM J. Control Optim. 56, 75–101 (2018)
Ahrens, J.H., Khalil, H.K.: High-gain observers in the presence of measurement noise: A switched-gain approach. Automatica 45, 936–943 (2009)
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This work was supported by the National Natural Science Foundation of China (Grant Nos. 61903087, 61803386, 61873260, 61733008 and 11801077) and the Natural Science Foundation of Guangdong Province (Grant Nos. 2018A030310357 and 2018A1660005).
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Wu, ZH., Zhou, HC., Guo, BZ. et al. Review and new theoretical perspectives on active disturbance rejection control for uncertain finite-dimensional and infinite-dimensional systems. Nonlinear Dyn 101, 935–959 (2020). https://doi.org/10.1007/s11071-020-05845-7
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DOI: https://doi.org/10.1007/s11071-020-05845-7