Skip to main content

Trajectory Tracking of a Four-Wheel-Steering Vehicle on Harsh Road

  • Conference paper
  • First Online:
Advances in Dynamics of Vehicles on Roads and Tracks (IAVSD 2019)

Part of the book series: Lecture Notes in Mechanical Engineering ((LNME))

Abstract

Along with the development of technology, an increasing number of special unmanned vehicles are required to achieve complex mission. Trajectory tracking, as one of the key factors of unmanned technology, has emerged into engineer’s vision. Four-wheel-steering (4WS) is more flexible than front steering vehicle in many conditions. This study is focusing on achieving higher accurate trajectory tracking on complex ground with 4WS vehicle. The control of trajectory tracking can be obtained by using MPC method, adjusting front wheel angle and rear wheel angle independently. Computer simulations with 4WS dynamic model were used to support the analysis in this study. MATLAB/Simulink was also used to verify the reliability of the results. Finally, the control law of 4WS vehicle was tested on complex ground. By solving the problem of 4WS trajectory tracking, the backstepping algorithm exhibited higher efficiency and accuracy than traditional genetic algorithm. By solving the problem of 4WS trajectory tracking, the backstepping algorithm exhibited higher efficiency and accuracy than traditional algorithm. The process of 4WS vehicle trajectory tracking provides reference for relevant applications.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 329.99
Price excludes VAT (USA)
  • 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

References

  1. Konghui, G.: Preview follower theory and simulations of large angle cornering motion of a man-vehicle system. Autom. Eng. 1992(1), 1–11 (1992)

    Google Scholar 

  2. Flores-Cerrillo, J., MacGregor, J.F.: Latent variable MPC for trajectory tracking in batch processes. J. Process Control 15(6), 651–663 (2005)

    Article  Google Scholar 

  3. Cariou, C., Lenain, R., Thuilot, B., et al.: Automatic guidance of a four-wheel-steering mobile robot for accurate field operations. J. Field Robot. 26(6–7), 504–518 (2010)

    Google Scholar 

  4. Ulusoy, M.: Designing an MPC controller with Simulink and MPC Toolbox (2018). https://www.mathworks.com/matlabcentral/fileexchange/68992-designing-an-mpc-controller-with-simulink-and-mpc-toolbox. MATLAB Central File Exchange. Accessed 18 Dec 2018

  5. Ma, F., Ni, L., Wu, L., Nie, J., Xu, G.: Position and attitude closed loop control of wheel-legged all terrain mobile robot. J. Jilin Univ. (Eng. Technol. Edn.) 49(6), 1745–1755 (2019)

    Google Scholar 

  6. Li, J., et al.: Survey on artificial intelligence for vehicles. Autom. Innov. 1(1), 1–13 (2018). https://doi.org/10.1007/s42154018-0009-9

    Article  Google Scholar 

  7. Chu, T.D., Chen, C.K.: Modelling and model predictive control for a bicycle-rider system. Veh. Syst. Dyn. 56(1), 128–149 (2018)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Jiahong Nie or Liang Wu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Ma, F., Nie, J., Wu, L., Ni, L., Xu, G., Jia, W. (2020). Trajectory Tracking of a Four-Wheel-Steering Vehicle on Harsh Road. In: Klomp, M., Bruzelius, F., Nielsen, J., Hillemyr, A. (eds) Advances in Dynamics of Vehicles on Roads and Tracks. IAVSD 2019. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-38077-9_138

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-38077-9_138

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-38076-2

  • Online ISBN: 978-3-030-38077-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics