本文介绍了北京通用人工智能研究院(简称通研院)-乐聚人形机器人联合实验室于2024年6月发表于国际机器人顶级刊物IEEE Robotics and Automation Letters (RAL) 上的研究成果,题为《CDM-MPC: An Integrated Dynamic Planning and Control Framework for Bipedal Robots Jumping》[1]。
[1] He, Z., Wu, J., Zhang, J., Zhang, S., Shi, Y., Liu, H., Sun, L., Su, Y. and Leng, X., 2024. Cdm-mpc: An integrated dynamic planning and control framework for bipedal robots jumping. IEEE Robotics and Automation Letters.[2] Zhang, J., Shen, J., Liu, Y. and Hong, D., 2023, October. Design of a jumping control framework with heuristic landing for bipedal robots. In 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 8502-8509). IEEE.[3] Wensing, P.M., Posa, M., Hu, Y., Escande, A., Mansard, N. and Del Prete, A.,2023. Optimization-based control for dynamic legged robots. IEEE Transactions on Robotics.[4] Zhou, Z., Wingo, B., Boyd, N., Hutchinson, S. and Zhao, Y., 2022. Momentum-aware trajectory optimization and control for agile quadrupedal locomotion. IEEE Robotics and Automation Letters, 7(3), pp.7755-7762.
[5] Chignoli, M., Kim, D., Stanger-Jones, E. and Kim, S., 2021, July. The MIT humanoid robot: Design, motion planning, and control for acrobatic behaviors. In 2020 IEEE-RAS 20th International Conference on Humanoid Robots (Humanoids) (pp. 1-8). IEEE.[6] Shen, J., Zhang, J., Liu, Y. and Hong, D., 2022, November. Implementation of a robust dynamic walking controller on a miniature bipedal robot with proprioceptive actuation. In 2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids) (pp. 39-46). IEEE.[7] Liu, Y., Shen, J., Zhang, J., Zhang, X., Zhu, T. and Hong, D., 2022, May. Design and control of a miniature bipedal robot with proprioceptive actuation for dynamic behaviors. In 2022 International Conference on Robotics and Automation (ICRA) (pp. 8547-8553). IEEE.[8] Vatavuk, I. and Kovačić, Z., 2021, May. Precise jump planning using centroidal dynamics based bilevel optimization. In 2021 IEEE International Conference on Robotics and Automation (ICRA) (pp. 3026-3032). IEEE.[9] Ponton, B., Khadiv, M., Meduri, A. and Righetti, L., 2021. Efficient multicontact pattern generation with sequential convex approximations of the centroidal dynamics. IEEE Transactions on Robotics, 37(5), pp.1661-1679.[10] Scianca, N., De Simone, D., Lanari, L. and Oriolo, G., 2020. MPC for humanoid gait generation: Stability and feasibility. IEEE Transactions on Robotics, 36(4), pp.1171-1188.
[11] Grandia, R., Jenelten, F., Yang, S., Farshidian, F. and Hutter, M., 2023. Perceptive locomotion through nonlinear model-predictive control. IEEE Transactions on Robotics, 39(5), pp.3402-3421.