CMPCC: Corridor-Based Model Predictive Contouring Control for Aggressive Drone Flight | SpringerLink
Skip to main content

CMPCC: Corridor-Based Model Predictive Contouring Control for Aggressive Drone Flight

  • Conference paper
  • First Online:
Experimental Robotics (ISER 2020)

Part of the book series: Springer Proceedings in Advanced Robotics ((SPAR,volume 19))

Included in the following conference series:

Abstract

Among the criteria of designing autonomous quadrotors, generating optimized trajectories and tracking the flight paths precisely are two critical components in the action aspect.

J. Ji and X. Zhou—Equal contributors.

This work was supported by the Fundamental Research Funds for the Central Universities underGrant 2020QNA5013.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
JPY 3498
Price includes VAT (Japan)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
JPY 32031
Price includes VAT (Japan)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
JPY 40039
Price includes VAT (Japan)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
JPY 40039
Price includes VAT (Japan)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

Notes

  1. 1.

    https://github.com/ZJU-FAST-Lab/CMPCC.

  2. 2.

    https://www.intelrealsense.com/depth-camera-d435i/.

  3. 3.

    https://www.dji.com/n3.

  4. 4.

    https://www.dji.com/manifold-2.

  5. 5.

    https://www.youtube.com/watch?v=_7CzBh-0wQ0.

References

  1. Bansal, S., Chen, M., Herbert, S., Tomlin, C.J.: Hamilton-jacobi reachability: a brief overview and recent advances. In: 2017 IEEE 56th Annual Conference on Decision and Control (CDC), pp. 2242–2253. IEEE (2017)

    Google Scholar 

  2. Gao, F., Wang, L., Zhou, B., Zhou, X., Pan, J., Shen, S.: Teach-repeat-replan: a complete and robust system for aggressive flight in complex environments. IEEE Trans. Robot. 36(5), 1526–1545 (2020)

    Article  Google Scholar 

  3. Lam, D., Manzie, C., Good, M.: Model predictive contouring control. In: 49th IEEE Conference on Decision and Control (CDC), pp. 6137–6142. IEEE (2010)

    Google Scholar 

  4. Li, Z., Arslan, O., Atanasov, N.: Fast and safe path-following control using a state-dependent directional metric. arXiv preprint arXiv:2002.02038 (2020)

  5. Liniger, A., Domahidi, A., Morari, M.: Optimization-based autonomous racing of 1: 43 scale rc cars. Optimal Control Appl. Method 36(5), 628–647 (2015)

    Article  MathSciNet  Google Scholar 

  6. Oleynikova, H., Lanegger, C., Taylor, Z., Pantic, M., Millane, A., Siegwart, R., Nieto, J.: An open-source system for vision-based micro-aerial vehicle mapping, planning, and flight in cluttered environments. J. Field Robot. 37(4), 642–666 (2020)

    Article  Google Scholar 

  7. Seo, H., Lee, D., Son, C.Y., Tomlin, C.J., Kim, H.J.: Robust trajectory planning for a multirotor against disturbance based on hamilton-jacobi reachability analysis. In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 3150–3157. IEEE (2019)

    Google Scholar 

  8. Stellato, B., Banjac, G., Goulart, P., Bemporad, A., Boyd, S.: OSQP: an operator splitting solver for quadratic programs. Math. Program. Comput. 1–36 (2020)

    Google Scholar 

  9. Tal, E., Karaman, S.: Accurate tracking of aggressive quadrotor trajectories using incremental nonlinear dynamic inversion and differential flatness. In: 2018 IEEE Conference on Decision and Control (CDC), pp. 4282–4288. IEEE (2018)

    Google Scholar 

  10. Usenko, V., Von Stumberg, L., Pangercic, A., Cremers, D.: Real-time trajectory replanning for mavs using uniform b-splines and a 3d circular buffer. In: 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 215–222. IEEE (2017)

    Google Scholar 

  11. Zhou, B., Gao, F., Pan, J., Shen, S.: Robust real-time uav replanning using guided gradient-based optimization and topological paths. arXiv preprintarXiv:1912.12644 (2019)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Fei Gao .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Ji, J., Zhou, X., Xu, C., Gao, F. (2021). CMPCC: Corridor-Based Model Predictive Contouring Control for Aggressive Drone Flight. In: Siciliano, B., Laschi, C., Khatib, O. (eds) Experimental Robotics. ISER 2020. Springer Proceedings in Advanced Robotics, vol 19. Springer, Cham. https://doi.org/10.1007/978-3-030-71151-1_4

Download citation

Publish with us

Policies and ethics