Skip to main content

Predictive Control for Behavior Generation of Omni-directional Robots

  • Conference paper
Book cover Progress in Artificial Intelligence (EPIA 2009)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5816))

Included in the following conference series:

Abstract

This paper describes the approach developed by the CAMBADA robotic soccer team to address physical constraints regarding omni-directional motion control, with special focus on system delay. CAMBADA robots carry inherent delays which associated with discrete time control results in non-instant, non-continuous control degrading the performance over time. Besides a natural maximum velocity, CAMBADA robots have also a maximum acceleration limit implemented at software level to provide motion stability as well as current peaks avoidance on DC motors. Considering the previous constraints, such as the cycle time and the overall sensor-action delay, compensations can be made to improve the robot control. Since CAMBADA robots are among the slowest robots in the RoboCup Medium Size League, such compensations can help to improve both several behaviours as well as a better field coverage formation.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. MSL Technical Committee 1997-2009: Middle Size Robot League Rules and Regulations for 2009 (2008)

    Google Scholar 

  2. Campion, G., Bastin, G., D’Andréa-Novel, B.: Structural Properties and Classification of Kinematic and Dynamic Models of Wheeled Mobile Robots. IEEE Transactions on Robotics and Automation 12(1) (1996)

    Google Scholar 

  3. Oubbati, M., Schanz, M., Buchheim, T., Levi, P.: Velocity control of an omnidirectional roboCup player with recurrent neural networks. In: Bredenfeld, A., Jacoff, A., Noda, I., Takahashi, Y. (eds.) RoboCup 2005. LNCS, vol. 4020, pp. 691–701. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  4. Hafner, R., Lange, S., Lauer, M., Riedmiller, M.: Brainstormers Tribots Team Description, RoboCup International Symposium 2008, CD Proc., Suzhou, China (2008)

    Google Scholar 

  5. Sato, Y., Yamaguchi, S., et al.: Hibikino-Musashi Team Description Paper, RoboCup Int. Symposium 2008, CD Proc., Suzhou, China (2008)

    Google Scholar 

  6. EtherCAT Robots win German Open, Press Release, EtherCAT Technology Group (May 8, 2008)

    Google Scholar 

  7. Behnke, S., Egorova, A., Gloye, A., Rojas, R., Simon, M.: Predicting away Robot Control Latency. In: Proc. of 7th RoboCup Int. Symposium, Padua, Italy (2003)

    Google Scholar 

  8. Indiveri, G., Paulus, J.J., Plöger, P.G.: Motion control of swedish wheeled mobile robots in the presence of actuator saturation. In: Lakemeyer, G., Sklar, E., Sorrenti, D.G., Takahashi, T. (eds.) RoboCup 2006: Robot Soccer World Cup X. LNCS (LNAI), vol. 4434, pp. 35–46. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  9. Lauer, M.: Ego-motion estimation and collision detection for omnidirectional robots. In: Lakemeyer, G., Sklar, E., Sorrenti, D.G., Takahashi, T. (eds.) RoboCup 2006: Robot Soccer World Cup X. LNCS, vol. 4434, pp. 466–473. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  10. Neves, A.J.R., Azevedo, J.L., Cunha, M.B., Lau, N., Corrente, G., Santos, F., Pereira, A., Almeida, L., Lopes, L.S., Pedreiras, P., Vieira, J., Martins, D., Figueiredo, N., Silva, J., Filipe, N., Pinheiro, I.: CAMBADA 2009 Team Description (2009)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Cunha, J., Lau, N., Rodrigues, J., Cunha, B., Azevedo, J.L. (2009). Predictive Control for Behavior Generation of Omni-directional Robots. In: Lopes, L.S., Lau, N., Mariano, P., Rocha, L.M. (eds) Progress in Artificial Intelligence. EPIA 2009. Lecture Notes in Computer Science(), vol 5816. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04686-5_23

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-04686-5_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-04685-8

  • Online ISBN: 978-3-642-04686-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics