single-rb.php

JRM Vol.36 No.5 pp. 1110-1121
doi: 10.20965/jrm.2024.p1110
(2024)

Paper:

Landing Guidance Control Combining Powered Descending with Nonlinear Optimization and Vertical Descending with Model Prediction

Yusuke Nakatsuka, Satoshi Satoh ORCID Icon, and Katsuhiko Yamada

Graduate School of Engineering, Osaka University
2-1 Yamadaoka, Suita, Osaka 565-0871, Japan

Received:
March 20, 2024
Accepted:
August 10, 2024
Published:
October 20, 2024
Keywords:
moon landing, landing guidance control, trajectory update, nonlinear programming, model predictive control
Abstract

In this study, we propose a landing guidance control method for the Moon using two control methods. The landing of a spacecraft on the Moon is divided into two phases: the powered descending phase and the vertical descending phase. The powered descending phase aims to optimize the entire trajectory to satisfy the termination constraint, instead of allowing for a relatively long control period. This phase performs feedback control using trajectory updates via nonlinear optimization. The vertical-descending phase aims to achieve accurate control over a short control period. This phase applies nonlinear model predictive control for fast optimization on finite time intervals. First, the landing of a spacecraft on the Moon is modeled as a two-body problem of the Moon and spacecraft, and equations of motion are derived. Subsequently, we formulated an optimization problem for each phase and developed the proposed landing guidance method by combining the two control methods. Furthermore, numerical simulations based on the derived equations of motion were performed to confirm the effectiveness of the proposed method and to compare its performance with another optimization method, the successive convexification (SCvx) algorithm.

Coordinate setting

Coordinate setting

Cite this article as:
Y. Nakatsuka, S. Satoh, and K. Yamada, “Landing Guidance Control Combining Powered Descending with Nonlinear Optimization and Vertical Descending with Model Prediction,” J. Robot. Mechatron., Vol.36 No.5, pp. 1110-1121, 2024.
Data files:
References
  1. [1] S. Sakai and K. Kushiki, “Overview on a small lunar lander project SLIM,” Proc. 64th Space Sciences and Technology Conf., 2020.
  2. [2] H. Shimoji, H. Saito, Y. Shimizu, Y. Shibasaki, K. Shuto, K. Sawayama, A. Chiba, Y. Munemoto, T. Matsuda, T. Niwa, K. Nakamura, Y. Tanaka, J. Kono, D. Watabe, Y. Mukumoto, Y. Hamafuku, Y. Oikawa, J. Otsubo, A. Sugihara, F. Komagata, M. Oba, Y. Aoki, S. Sakai, K. Kushiki, S. Sawai, and S. Fukuda, “System design and development test of SLIM,” Proc. 64th Space Sciences and Technology Conf., 2020.
  3. [3] G. Fujii, K. Michigami, H. Tani, K. Kawatsu, Y. Daimon, K. Kushiki, S. Sawai, and S. Sakai, “The SLIM propulsion system combustion test results and reflection on system design,” Proc. 64th Space Sciences and Technology Conf., 2020.
  4. [4] M. Kato, S. Sasaki, Y. Takizawa, and the Kaguya project team, “The Kaguya mission overview,” Space Science Reviews, Vol.154, pp. 3-19, 2010. https://doi.org/10.1007/s11214-010-9678-3
  5. [5] S. Ueda, T. Ito, and S. Sakai, “Resilience enhancement of lunar landing trajectory control using reinforcement learning,” Trans. the Society of Instrument and Control Engineers, Vol.58, No.3, pp. 194-201, 2022. https://doi.org/10.9746/sicetr.58.194
  6. [6] A. Scorsoglio, A. D’Ambrosio, L. Ghilardi, B. Gaudet, F. Curti, and R. Furfaro, “Image-based deep reinforcement meta-learning for autonomous lunar landing,” J. Spacecraft and Rockets, Vol.59, No.1, pp. 153-165, 2022. https://doi.org/10.2514/1.A35072
  7. [7] L. Sun, G. Sun, and J. Jiang, “Adaptive guidance and control of uncertain lunar landers in terminal landing phases,” Mechanical Systems and Signal Processing, Vol.142, Article No.106763, 2020. https://doi.org/10.1016/j.ymssp.2020.106763
  8. [8] I. M. Mehedi and T. Kubota, “A trajectory generation scheme for precise and safe lunar landing,” J. Space Engineering, Vol.4, No.1, pp. 1-13, 2011. https://doi.org/10.1299/spacee.4.1
  9. [9] S. Ueda, T. Ito, and S. Sakai, “A study on guidance technique for precise lunnar landing,” Proc. 31st Int. Symp. Space Technology and Science, 2017.
  10. [10] X. L. Liu, G. R. Duan, and K. L. Teo, “Optimal soft landing control for moon lander,” Automatica, Vol.44, No.4, pp. 1097-1103, 2008. https://doi.org/10.1016/j.automatica.2007.08.021
  11. [11] T. Otsuka, “Practical Applications of Control by Real-Time Optimization,” Corona Publishing Co., Ltd., 2015.
  12. [12] T. Higuchi, S. Ueno, and Y. Kimura, “Optimal trajectory of powered descending phase with coasting for smart lander for investigating moon,” Proc. 60th Space Sciences and Technology Conf., 2016.
  13. [13] Y. Mao, M. Szmuk, and B. Açıkmeşe, “Successive convexification of non-convex optimal control problems and its convergence properties,” IEEE 55th Conf. on Decision and Control, 2016. https://doi.org/10.1109/CDC.2016.7798816
  14. [14] M. Szmuk and B. Açıkmeşe, “Successive convexification for 6-dof mars rocket powered landing with free-final-time,” AIAA Guidance, Navigation, and Control Conf., 2018. https://doi.org/10.2514/6.2018-0617

*This site is desgined based on HTML5 and CSS3 for modern browsers, e.g. Chrome, Firefox, Safari, Edge, Opera.

Last updated on Mar. 19, 2025