Skip to main content

CDPR Forward Kinematics with Error Covariance Bounds for Unconstrained End-Effector Attitude Parameterizations

  • Conference paper
  • First Online:
Cable-Driven Parallel Robots (CableCon 2021)

Part of the book series: Mechanisms and Machine Science ((Mechan. Machine Science,volume 104))

Included in the following conference series:

Abstract

This paper presents two methods to solve the forward kinematics of an overconstrained six degree-of-freedom cable-driven parallel robot (CDPR) that explicitly account for cable length measurement noise and are applicable to any unconstrained attitude parameterization of the CDPR’s end-effector. Nonlinear weighted least-squares optimization is used to solve the CDPR’s forward kinematics and determine covariance bounds on the pose estimation error using loop-closure equations based on either the magnitude of the CDPR’s cable lengths or the square of the CDPR’s cable lengths. It is shown through numerical simulations that the error covariance bounds obtained when using the cable length loop-closure equations are significantly more accurate than those found when using the cable length squared loop-closure equations.

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 219.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 279.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 279.99
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

Similar content being viewed by others

References

  1. Berti, A., Merlet, J.P., Carricato, M.: Solving the direct geometrico-static problem of underconstrained cable-driven parallel robots by interval analysis. Int. J. Robot. Res. 35(6), 723–739 (2016)

    Article  Google Scholar 

  2. Caverly, R.J., Forbes, J.R.: State estimator design for a single degree of freedom cable-actuated system. J. Frankl. Inst. 353(18), 4845–4869 (2016)

    Article  MathSciNet  Google Scholar 

  3. Chellal, R., Cuvillon, L., Laroche, E.: A kinematic vision-based position control of a 6-DoF cable-driven parallel robot. In: Pott, A., Bruckmann, T. (eds.) Cable-Driven Parallel Robots, Mechanisms and Machine Science, vol. 32, pp. 213–225. Springer, Cham, Switzerland (2015)

    Google Scholar 

  4. Crassidis, J.L., Junkins, J.L.: Optimal Estimation of Dynamic Systems. CRC Press, Boca Raton (2004)

    Book  Google Scholar 

  5. Dallej, T., Gouttefarde, M., Andreff, N., Hervé, P.E., Martinet, P.: Modeling and vision-based control of large-dimension cable-driven parallel robots using a multiple-camera setup. Mechatronics 61, 20–36 (2019)

    Article  Google Scholar 

  6. de Ruiter, A.H.J., Forbes, J.R.: General identities for parameterizations of SO(3) with applications. ASME. J. Appl. Mech. 81(7) (2014). 16 pages

    Google Scholar 

  7. Garant, X., Campeau-Lecours, A., Cardou, P., Gosselin, C.: Improving the forward kinematics of cable-driven parallel robots through cable angle sensors. In: Gosselin, C., Cardou, P., Bruckmann, T., Pott, A. (eds.) Cable-Driven Parallel Robots, Mechanisms and Machine Science, vol. 53, pp. 167–179. Springer International Publishing, Cham, Switzerland (2018)

    Google Scholar 

  8. Hughes, P.C.: Spacecraft Attitude Dynamics. Dover, Mineola (2004)

    Google Scholar 

  9. Korayem, M.H., Yousefzadeh, M., Kian, S.: Precise end-effector pose estimation in spatial cable-driven parallel robots with elastic cables using a data fusion method. Measurement 130, 177–190 (2018)

    Article  Google Scholar 

  10. Markley, F.L., Crassidis, J.L.: Fundamentals of Spacecraft Attitude Determination and Control. Springer, New York (2014)

    Google Scholar 

  11. Merlet, J.P.: An experimental investigation of extra measurements for solving the direct kinematics of cable-driven parallel robots. In: IEEE International Conference on Robotics, pp. 6947–6952 (2018)

    Google Scholar 

  12. Nguyen, V.L., Caverly, R.J.: Cable-driven parallel robot pose estimation using extended Kalman filtering with inertial payload measurements. IEEE Rob. Autom. Lett. 6(2), 3615–3622 (2021)

    Article  Google Scholar 

  13. Pott, A.: An algorithm for real-time forward kinematics for cable-driven parallel robots. In: Lenarčič, J., Stanišić, M.M. (eds.) Advances in Robot Kinematics: Motion in Man and Machine, pp. 529–538. Springer, Dordrecht (2010)

    Google Scholar 

  14. Pott, A., Schmidt, V.: On the forward kinematics of cable-driven parallel robots. In: IEEE International Conference on International Robotics, pp. 3182–3187 (2015)

    Google Scholar 

  15. Santos, J.C., Gouttefarde, M.: A real-time capable forward kinematics algorithm for cable-driven parallel robots considering pulley kinematics. In: Lenarčič, J., Siciliano, B. (eds.) Advances in Robot Kinematics 2020, Springer Proceedings in Advanced Robotics, vol. 15, pp. 199–208. Springer, Cham (2021)

    Google Scholar 

  16. Schenk, C.T.: Modelling and control of a cable-driven parallel robot methods for vibration reduction and motion quality improvement. Ph.D. thesis, University of Stuttgart, Stuttgart, Germany (2019)

    Google Scholar 

  17. Zake, Z., Chaumette, F., Pedemonte, N., Caro, S.: Vision-based control and stability analysis of a cable-driven parallel robot. IEEE Rob. Autom. Lett. 4(2), 1029–1036 (2019)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ryan James Caverly .

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

Nguyen, V.L., Caverly, R.J. (2021). CDPR Forward Kinematics with Error Covariance Bounds for Unconstrained End-Effector Attitude Parameterizations. In: Gouttefarde, M., Bruckmann, T., Pott, A. (eds) Cable-Driven Parallel Robots. CableCon 2021. Mechanisms and Machine Science, vol 104. Springer, Cham. https://doi.org/10.1007/978-3-030-75789-2_4

Download citation

Publish with us

Policies and ethics