Adaptive backstepping control for flexible-joint manipulator using interval type-2 fuzzy neural network approximator
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Khoygani, M.R.R., Ghasemi, R., Vali, A.R.: Intelligent nonlinear observer design for a class of nonlinear discrete-time flexible joint robot. Intell. Serv. Robot. 8(1), 45–56 (2015)
Fateh, M.M.: Nonlinear control of electrical flexible-joint robots. Nonlinear Dyn. 67(4), 2549–2559 (2012)
Yun, J.N., Su, J.B.: Design of a disturbance observer for a two-link manipulator with flexible joints. IEEE Trans. Control Syst. Technol. 22(2), 809–815 (2014)
Singh, J.P., Lochan, K., Kuznetsov, N.V., et al.: Coexistence of single- and multi-scroll chaotic orbits in a single-link flexible joint robot manipulator with stable spiral and index-4 spiral repellor types of equilibria. Nonlinear Dyn. 90(2), 1277–1299 (2017)
Bian, Y., Gao, Z., Yun, C.: Motion control of the flexible manipulator via controllable local degrees of freedom. Nonlinear Dyn. 55(4), 373–384 (2009)
Izadbakhsh, A.: Robust control design for rigid-link flexible-joint electrically driven robot subjected to constraint: theory and experimental verification. Nonlinear Dyn. 85(2), 751–765 (2016)
Kim, M.J., Park, Y.J., Chung, W.K.: Design of a momentum-based disturbance observer for rigid and flexible joint robots. Intell. Serv. Robot. 8(1), 57–65 (2015)
Chalhoub, N.G., Kfoury, G.A.: Development of a robust nonlinear observer for a single-link flexible manipulator. Nonlinear Dyn. 39(3), 217–233 (2005)
Luca, A.D., Albu-Schaffer, A., Haddadin, S., et al.: Collision detection and safe reaction with the DLR-III lightweight manipulator arm. In: IEEE/RSJ International Conference on Intelligent Robots & Systems (2007)
Zouari, L., Abid, H., Abid, M.: Sliding mode and PI controllers for uncertain flexible joint manipulator. Int. J. Autom. Comput. 12(2), 117–124 (2015)
Spong, M.W., Khorasani, K., Kokotovic, P.V.: An integral manifold approach to the feedback control of flexible joint robots. IEEE J. Robot. Autom. 3(4), 291–300 (1987)
Ghorbel, F., Hung, J.Y., Spong, M.W.: Adaptive control of flexible-joint manipulators. Control Syst. Mag. IEEE 9(7), 9–13 (1989)
Oh, J.H., Lee, J.S.: Control of flexible joint robot system by backstepping design approach. Intell. Autom. Soft Comput. 5(4), 12 (1999)
Kim, M.J., Chung, W.K.: Disturbance-observer-based pd control of flexible joint robots for asymptotic convergence. IEEE Trans. Robot. 31(6), 1–9 (2015)
Kugi, A., Ott, C., Albu-Schaffer, A., et al.: On the passivity-based impedance control of flexible joint robots. IEEE Trans. Robot. 24(2), 416–429 (2008)
Liu, Z.G., Huang, J.M.: A new adaptive tracking control approach for uncertain flexible joint robot system. Int. Autom. Comput. 12(5), 559–566 (2015)
Huang, A.C., Chen, et al.: Adaptive sliding control for single-link flexible-joint robot with mismatched uncertainties. IEEE Trans. Control Syst. Technol. 12(5), 770–775 (2004)
Liu, Y.J., Li, S., Tong, S., et al.: Adaptive reinforcement learning control based on neural approximation for nonlinear discrete-time systems with unknown nonaffine dead-zone input. IEEE Trans. Neural Netw. Learn. Syst. 99, 1–11 (2018)
Zhao, T., Liu, J., Dian, S.: Finite-time control for interval type-2 fuzzy time-delay systems with norm-bounded uncertainties and limited communication capacity. Inf. Sci. 483, 153–173 (2019)
Li, Y., Liu, L., Feng, G.: Robust adaptive output feedback control to a class of non-triangular stochastic nonlinear systems. Automatica 89, 325–332 (2018)
Miao, Z., Wang, Y.: Robust dynamic surface control of flexible joint robots using recurrent neural networks. J. Control Theory Appl. 11(2), 222–229 (2013)
Yoo, S.J., Park, J.B., Choi, Y.H.: Adaptive dynamic surface control of flexible-joint robots using self-recurrent wavelet neural networks. IEEE Trans. Syst. Man Cybern. Part B Cybern. A Publ. IEEE Syst. Man Cybern. Soc. 36(6), 1342–55 (2006)
Macnab, C.J.B.: Improved output tracking of a flexible-joint arm using neural networks. Neural Process. Lett. 32(2), 201–218 (2010)
He, W., Yan, Z., Sun, Y., et al.: Neural-learning-based control for a constrained robotic manipulator with flexible joints. In: IEEE Transactions on Neural Networks and Learning Systems, pp. 1–11 (2018)
Liu, J.K.: Design of Robot Control System and MATLAB Simulation. Tsinghua University Press, Beijing (2008)
Li, Y., Tong, S., Li, T.: Fuzzy adaptive dynamic surface control for a single-link flexible-joint robot. Nonlinear Dyn. 70(3), 2035–2048 (2012)
Park, C.W., Cho, Y.W.: Adaptive tracking control of flexible joint manipulator based on fuzzy model reference approach. IEE Proc. Control Theory Appl. 150(2), 198 (2003)
Liu, J., Zha, L., Xie, X., et al.: Resilient observer-based control for networked nonlinear TCS fuzzy systems with hybrid-triggered scheme. Nonlinear Dyn. 91(3), 2049–2061 (2018)
Li, H., Gao, Y., Shi, P., et al.: Observer-based fault detection for nonlinear systems with sensor fault and limited communication capacity. IEEE Trans. Autom. Control 61(9), 2745–2751 (2016)
Xie, X., Yue, D., Peng, C.: Multi-instant switching control of nonlinear networked systems under unreliable wireless digital channels. J. Frankl. Inst. 354(9), 3872–3884 (2017)
Su, X., Xia, F., Liu, J., et al.: Event-triggered fuzzy control of nonlinear systems with its application to inverted pendulum systems. Automatica 94, 236–248 (2018)
Zhou, H.B., Ying, H., Duan, J.A.: Adaptive control using interval type-2 fuzzy logic for uncertain nonlinear systems. J. Cent. S. Univ. Technol. 18(3), 760–766 (2011)
Oh, S.K., Jang, H.J., Pedrycz, W.: A comparative experimental study of type-1/type-2 fuzzy cascade controller based on genetic algorithms and particle swarm optimization. Expert Syst. Appl. 38(9), 11217–11229 (2011)
Xie, T.T., Yu, H., Wilamowski, B.M.: Comparison of Fuzzy and Neural Systems for Implementation of Nonlinear Control Surfaces// Human–Computer Systems Interaction: Backgrounds and Applications 2. Springer, Berlin (2012)
Zhao, T., Dian, S.: State feedback control for interval type-2 fuzzy systems with time-varying delay and unreliable communication links. IEEE Trans. Fuzzy Syst. 26(2), 951–966 (2018)
Mohammadzadeh, A., Ghaemi, S., Kaynak, O., et al.: Observer-based method for synchronization of uncertain fractional order chaotic systems by the use of a general type-2 fuzzy system. Appl. Soft Comput. 49, 544–560 (2016)
Li, Y.M., Yang, Y., Li, L.: Adaptive backstepping fuzzy control based on type-2 fuzzy system. J. Appl. Math. 2012(3), 295–305 (2012)
Ezziani, N., Hussain, A., Essounbouli, N., et al.: Backstepping adaptive type-2 fuzzy controller for induction machine. In: IEEE International Symposium on Industrial Electronics, 2008. ISIE 2008. IEEE (2008)
Meskine, K., Khaber, F.: Robust backstepping control for uncertain chaotic multi-inputs multi-outputs systems using type 2 fuzzy systems. Trans. Inst. Meas. Control (2018). https://doi.org/10.1177/0142331217742965
Chaoui, H., Gueaieb, W.: Type-2 fuzzy logic control of a flexible-joint manipulator. J. Intell. Robot. Syst. 51(2), 159–186 (2008)
Chaoui, H., Gueaieb, W., Biglarbegian, M., et al.: Computationally efficient adaptive type-2 fuzzy control of flexible-joint manipulators. Robotics 2(2), 66–91 (2013)
Li, Y., Li, K., Tong, S.: Finite-time adaptive fuzzy output feedback dynamic surface control for MIMO nonstrict feedback systems. IEEE Trans. Fuzzy Syst. 27(1), 96–110 (2019)
Wu, D.: Approaches for reducing the computational cost of interval type-2 fuzzy logic systems: overview and comparisons. IEEE Trans. Fuzzy Syst. 21(1), 80–99 (2013)
Mohammadzadeh, A., Hashemzadeh, F.: A new robust observer-based adaptive type-2 fuzzy control for a class of nonlinear systems. Appl. Soft Comput. 37, 204–216 (2015)
Bibi, Y., Bouhali, O., Bouktir, T.: Petri type 2 fuzzy neural networks approximator for adaptive control of uncertain non-linear systems. IET Control Theory Appl. 11(17), 3130–3136 (2017)