Abstract
This paper provides an adaptive robust control strategy for foot trajectory following control of hexapod robot on basis of the Udwadia–Kalaba theory. In this paper, the foot trajectory following control problem of the hexapod robot is transformed into the problem of solving the system control constraint force on basis of the Udwadia–Kalaba theory. Compared with the traditional control strategy, linearization or approximations are not required by using the Udwadia–Kalaba theory for nonlinear system such as the hexapod robot. Due to modeling error, measurement error and the change of working state, the system may have non-ideal initial conditions, vibration interference and other uncertain factors during operation, which affect the control accuracy. An adaptive robust controller is designed for solving uncertainties. Meanwhile, the stability is analyzed by using the second method of Lyapunov function. Finally, the accuracy and stability of the control method proposed are verified by establishing the leg model of the hexapod robot and conducting simulation analysis. The simulation results show that the provided adaptive control process has faster error convergence speed and response speed compared with the sliding mode control method.
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References
Wei, Y.F., Zhou, C., Guo, J., et al.: CPG-based stable walking control of the quadruped robot on the slope. Control Eng. China 28(06), 1055–1060 (2021)
Wang, X.J., Zhu, X.A., Wang, Y.: The impact of robot application on manufacturing employment. J. Quant. Tech. Econ. 39(04), 88–106 (2022)
Liu, F.: The predicament of my country’s industrial robot industry. Inform China 2022(02), 78–83 (2022)
Wei, J.T., Wang, L., Yang, H.Q.: Analysis of the application path of industrial robots in the field of automation. Ind. Innov. 2022(04), 36–38 (2022)
Guo, J., Xie, X., Jiang, P.: Structural design and motion analysis of hexapod bionic robot. Mach. Tool Hydraul. 47(03), 21–26 (2019)
Liu, P.: Research on Motion of Wheel-foot Hybrid Robot. Chongqing University of Posts and Telecommunications. Chongqing, China (2021)
Liu, X.F., Zhang, W.C., Wu, H., et al.: Analysis and prospect of motion control algorithm for legged rescue robot. Chin. Med. Equip. J. 43(01), 89–95 (2022)
Zhang, Z.F., Han, L.L.: Preliminary study on lunar robot for manned lunar exploration. Manned Spacefl. 25(05), 561–571 (2019)
Liu, Q.Y., Jing, T.T.: Survey on hexapod walking robot and gait planning. J. Chongqing Univ. Technol. (Nat. Sci.) 29(07), 87–94 (2015)
Wang, X.J.: Research on gait and leg control method for high-speed running quadruped robot. Yanshan University. Qinhuangdao, China (2021)
Zhao, J.B., Chen, Y.H., Wang, J.Z.: Research on leg impedance control for electronic wheel-legged robot based on fractional order. Trans. Beijing Instit. Technol. 39(02), 187–192 (2019)
Xie, S.L., Mei, J.P., Liu, H.T.: Kinematics modeling and simulation of trajectory tracking control of a foot-plate-based lower-limb rehabilitation robot. J. Tianjin Univ. Sci. Technol. 51(05), 443–452 (2018)
Park, H.Y., Kim, J.H., Yamamoto, K.: a new stability framework for trajectory tracking control of biped walking robots. IEEE Trans. Ind. Inform. 18(10), 6767–6777 (2022)
Oguzhan, K., Yagiz, S., Melih, B., et al.: Design, implementation, and evaluation of a backstepping control algorithm for an active ankle–foot orthosis. Control Eng. Pract. 106, 104667 (2021)
Tian, J., Yuan, L., Xiao, W., et al.: Trajectory following control of lower limb exoskeleton robot based on Udwadia–Kalaba theory. J. Vib. Control. 28, 3383 (2021)
Tian, J., Yuan, L., Xiao, W., et al.: Constrained control methods for lower extremity rehabilitation exoskeleton robot considering unknown perturbations. Nonlinear Dyn. 108(2), 1395–1408 (2022)
Udwadia, F.E., Kalaba, R.E.: Analytical dynamics: a new approach. Cambridge University Press, New York (1996)
Zhao, H., Zhao, F.M., Huang, K., et al.: Position control of mechanical manipulator based on Udwadia–Kalaba theory. J. Hefei Univ. Techn. (Nat. Sci.) 41(4), 433–438 (2018)
Zhen, S.C., Zhao, H., Huang, K., et al.: On Kepler’s law: Application of the Udwadia-Kalaba theory. Sci. Sin. (Phys., Mech. Astron.) 44(01), 24–31 (2014)
Udwadia, F.E., Kalaba, R.E.: A new perspective on constrained motion. Math. Phys. Sci. 439(9), 407–410 (1992)
Udwadia, F.E., Kalaba, R.E.: On motion. J. Frankl. Inst. 330(3), 571–577 (1993)
Udwadia, F.E., Kalaba, R.E.: Nonideal constraints and Lagrangian dynamics. J. Aerosp. Eng. 13(1), 17–22 (2000)
Udwadia, F.E., Kalaba, R.E.: On the foundations of analytical dynamics. Int. J. Non-Linear Mech. 37(6), 1079–1090 (2002)
Udwadia, F., Wanichanon, T.: On general nonlinear constrained mechanical systems. Numer. Algebra Control Optim. 3(3), 425–443 (2013)
Yu, R.R., Zhao, H., Zhen, S.C., et al.: A novel approach for 2-degrees of freedom redundant parallel manipulator dynamics. Adv. Mech. Eng. (Sage Publications Inc.) 09(6), 1–12 (2017)
Yu, R.R., Ding, S.H., Tian, H.Q., et al.: A hierarchical constraint approach for dynamic modeling and trajectory tracking control of a mobile robot. J. Vib. Control. 28(56), 564–576 (2021)
Qin, F.F., Zhao, H., Huang, K., et al.: A novel joint moments analysis approach based on Udwadia–Kalaba theory. Chin. J. Appl. Mech. 37(05): 2141–2145+2329–2330 (2020)
Zhang, Y., Zhao, H., Huang, K., et al.: Position tracking control of automatic clutch based on Udwadia–Kalaba theory. Automot. Eng. 40(04), 423–430 (2018)
Zhang, S.Z., Bi, Y.F.: Analyzing dynamics of a novel parallel tracking solar device. Mech. Sci. Technol. Aerosp. Eng. 39(01), 35–40 (2020)
Han, J., Wang, P., Dong, F.F., et al.: Robust servo constrained control of parallel robots based on the udwadia-kalaba method. Appl. Math. Mech. 42(03), 264–274 (2021)
Udwadia, F.E., Wanichanon, T.: Control of uncertain nonlinear multibody mechanical systems. J. Appl. Mech. 81(4) (2014)
Udwadia, F.E., Koganti, P.B., Wanichanon, T., et al.: Decentralised control of nonlinear dynamical systems. Int. J. Control 87(4), 827–843 (2013)
Udwadia, F.E., Wanichanon, T.: A closed-form approach to tracking control of nonlinear uncertain systems using the fundamental equation. Pasadena, California, United States. (2012)
Wanichanon, T., Cho, H., Udwadia, F.E.: An approach to the dynamics and control of uncertain multi-body systems. Procedia IUTAM. 13, 43–52 (2015)
Cho, H., Wanichanon, T., Udwadia, F.E.: Continuous sliding mode controllers for multi-input multi-output systems. Nonlinear Dyn. 94(4), 2727–2747 (2018)
Cho, H., Udwadia, F.E., Wanichanon, T.: Autonomous precision control of satellite formation flight under unknown time-varying model and environmental uncertainties. J. Astronaut. Sci. 67(4), 1470–1499 (2020)
Udwadia, F.E.: Optimal tracking control of nonlinear dynamical systems. Proc. R. Soc. A Math. Phys. Eng. Sci. 464(2097), 2341–2363 (2008)
ThanapatWanichanon, H.C.A.F.: Satellite formation-keeping using the fundamental equation in the presence of uncertainties in the system. Long Beach, California (2011)
Cho, H., Udwadia, F.E.: Explicit solution to the full nonlinear problem for satellite formation-keeping. Acta Astronaut. 67(3), 369–387 (2010)
Udwadia, F.E., Wanichanon, T., Cho, H.: Methodology for satellite formation-keeping in the presence of system uncertainties. J. Guid. Control. Dyn. 37(5), 1611–1624 (2014)
Udwadia, F.E., Phohomsiri, P.: Explicit equations of motion for constrained mechanical systems with singular mass matrices and applications to multi-body dynamics. Proc. R. Soc. A Math. Phys. Eng. Sci. 462(2071), 2097–2117 (2006)
Udwadia, F.E., Wanichanon, T.: Hamel’s paradox and the foundations of analytical dynamics. Appl. Math. Comput. 217(3), 1253–1265 (2010)
Udwadia, F.E.: A new perspective on the tracking control of nonlinear structural and mechanical systems. Proc. R. Soc. A Math. Phys. Eng. Sci. 459(2035), 1783–1800 (2003)
Chang, S.Y., Yang, C.M., Feng, F., et al.: Dynamics modeling and simulation of industrial manipulator subject to constraint. J. Mech. Transm. 41(06), 138–142 (2017)
Han, J., Wang, F.Z., Dong, F.F., et al.: A novel trajectory tracking control of collaborative robot based on Udwadia–Kalaba theory. Modul. Mach. Tool Autom. Manuf. Tech. 2021(01), 78–83 (2021)
Tian, H.: Research on trajectory planning and coordinated control of hydraulically driven hexapod robot. Jilin University, Jilin, China (2021)
Meng, Q.D., Nan, X.Y., Zhang, Y.X.: Trajectory tracking control of manipulator based on PD type iterative learning. Modul. Mach. Tool Autom. Manuf. Tech. 2022(11), 62–65 (2022)
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This research was funded by the Provincial Natural Science Foundation of Shandong, Grant: ZR2021ME233, ZR202103040075.
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Wei, J., Tao, G., Zhang, J. et al. Foot trajectory following control of hexapod robot based on Udwadia–Kalaba theory. Nonlinear Dyn 111, 14055–14075 (2023). https://doi.org/10.1007/s11071-023-08487-7
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DOI: https://doi.org/10.1007/s11071-023-08487-7