Nonlinear optimal control of the planar inverted pendulum
G. Rigatos , G. Cuccurullo , P. Siano , M. Abbaszadeh , Z. Gao , F. Zouari
Autonomous Intelligent Systems ›› 2026, Vol. 6 ›› Issue (1) : 11
The control and stabilization problem of the 4-DOF planar inverted pendulum is nontrivial due to the complex nonlinear dynamics and the underactuation of this dynamical system. In this article, a new nonlinear optimal control method is proposed for solving the problem of control and stabilization of the 4-DOF planar (XY) inverted pendulum. To apply the proposed nonlinear optimal control method, the dynamic model of the planar inverted pendulum undergoes first approximate linearization around a temporary operating point that is updated at each iteration of the control algorithm. The linearization takes place through first-order Taylor series expansion and through the computation of the Jacobian matrices of the pendulum’s state-space description. For the approximately linearized model of the planar inverted pendulum an H-infinity feedback controller is designed. Actually, the H-infinity controller stands for the solution of the optimal control problem for the planar inverted pendulum under uncertainty and external perturbations. For the computation of the feedback gains of the H-infinity controller an algebraic Riccati equation is solved at each time-step of the control method. The stability properties of the control algorithm are proven through Lyapunov analysis. The proposed control method achieves fast and accurate tracking of setpoints under moderate variations of the control inputs.
4-DOF planar inverted pendulum / Underactuated robot / Nonlinear optimal control / H-infinity control / Lyapunov analysis / Global asymptotic stability
| [1] |
|
| [2] |
|
| [3] |
|
| [4] |
|
| [5] |
|
| [6] |
|
| [7] |
B. Yuan, G. Zhao, J. Kang, Fuzzy optimal controller design of spatial single inverted pendulum, in IEEE CSIS-IAC 2024, IEEE 2024 Intl. Annual Conference on Complex Systems and Intelligent Science, Guangzhou, China, Sep. 2024 |
| [8] |
|
| [9] |
|
| [10] |
|
| [11] |
L. Feng, Y. Yangcnuan, Q. Qian, Stabilize the planar single inverted pendulum based on LQR, in IEEE 2011 Intl. Conf. on Automation and Logistics, Changqing, China, Aug. 2011 |
| [12] |
|
| [13] |
I. Ananyevsky, N. Anokhin, Control of a multi-link inverted pendulum by a single torque, in 7th IFAC Mathmod Intl. Conference, Vienna, Austria, Sep. 2012 |
| [14] |
S. Kumar, M. Ajmeri, Stabilizing x-z Inverted Pendulum via Fractional Order PID Controller, in IEEE ICEFE 2020, IEEE 2020 Intl. Conf. on Emerging Frontiers in Electrical and Electronic Engineering, Patna, India, July 2020 |
| [15] |
|
| [16] |
|
| [17] |
|
| [18] |
|
| [19] |
|
| [20] |
|
| [21] |
|
| [22] |
X. Xinjefu, V. Hayward, H. Michalska, Stabilization of the spatial double inverted pendulum using stochastic programming seen as a model of standing posture control, in IEEE RAS 2009 Intl. Conf. on Humanoid Robotics, Paris, France, Dec. 2009 |
| [23] |
|
| [24] |
S.T. Kao, W.J. Chiu, M.T. Ho, Balancing of a spherical inverted pendulum with an omnidirectional mobile robot, in IEEE 2019 Intl. Conference on Control Applications, Hyderabad, India, Aug. 2013 |
| [25] |
|
| [26] |
|
| [27] |
|
| [28] |
Z. Chang, H. Che, Y. Shao, X. Zhang, A synthetic LQR control for the planar inverted pendulum, in IEEE CAC 2019, IEEE 2019 Chinese Automation Congress, Hangzhou China, Nov. 2019 |
| [29] |
I. Chawla, V. Rayankula, V. Chopra, A. Singla, Bond graph modelling and LQR-based neurofuzzy control of spatial inverted pendulum, in ACM AIR 2023, Proceedings of the 2023 6th Intl. Conf. on Advances in Robotics, Raipur, India, July 2023 |
| [30] |
|
| [31] |
|
| [32] |
|
| [33] |
|
| [34] |
|
| [35] |
|
| [36] |
|
| [37] |
|
| [38] |
|
| [39] |
|
| [40] |
|
| [41] |
|
| [42] |
|
| [43] |
|
| [44] |
|
| [45] |
|
| [46] |
|
| [47] |
|
| [48] |
J. Tamimi, Y. Sweiti, L. Shurabati, Y. Tahboub, Design, modelling and control of a ball-on T-shaped inverted pendulum system with experimental validation. Meas. Control, 1–10 (2026) |
| [49] |
|
| [50] |
A.H. Martinez-Vasquez, R. Castro-Linares, H. Sira-Ramirez, An equivalence of ADRC flat filters: an application to a quadrotor UAV with a spherical inverted or suspended pendulum. Int. J. Control, 1–23 (2024) |
| [51] |
|
| [52] |
|
| [53] |
|
| [54] |
|
| [55] |
|
| [56] |
|
| [57] |
|
| [58] |
|
| [59] |
|
| [60] |
|
| [61] |
|
| [62] |
|
| [63] |
|
| [64] |
|
| [65] |
|
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