Skip to main content

Advertisement

Log in

Hybrid Control Scheme of a Hydraulically Actuated Lower Extremity Exoskeleton for Load-Carrying

  • Published:
Journal of Intelligent & Robotic Systems Aims and scope Submit manuscript

Abstract

In this paper, a lower extremity exoskeleton is developed to help human beings walk and carry heavy loads. The exoskeleton is actuated by a pump-based hydraulic actuation system. The hydraulic actuation system has a high speed on/off valve and a unidirectional cylinder with embedded springs on the cylinder rod. The hybrid control scheme, including two modes, i.e., position control and following control, is proposed to drive the exoskeleton system. The position control mode is employed to support the carrying load in the stance phase. The following control mode is used to shut down the DC motor to disable the pump and open the relief valve in the swing phase. In the position control, an online Gaussian process regression algorithm is proposed to estimate the human gait trajectory using the human robot interaction signals. A general position control strategy, i.e., proportion integration differentiation (PID), is utilized to control the exoskeleton to shadow the estimated human gait trajectory. In the following control, the operator can lead the mechanical legs with the help of embedded springs on the cylinder rod. Experiments are performed on the healthy human subject, who walks on the level ground at natural speed. The experimental results demonstrate that the proposed hybrid control strategy is suitable for the pump-based hydraulically actuated lower extremity exoskeleton.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Dollar, A.M., Herr, H.: Lower extremity exoskeletons and active orthoses: challenges and state-of-the-art. IEEE Trans. Robot. 24(1), 144–158 (2008)

    Article  Google Scholar 

  2. Zoss, A.B., Kazerooni, H., Chu, A.: Biomechanical design of the berkeley lower extremity exoskeleton (BLEEX). IEEE/ASME Trans. Mechatronics 11(2), 128–138 (2006)

    Article  Google Scholar 

  3. Sankai, Y.: Hybrid Assistive Limb Based on Cybernics. Robotics Research, pp. 25–34. Springer, Berlin (2010)

    Google Scholar 

  4. Letier, P., Motard, E., Verschueren, J.P.: EXOSTATION: haptic exoskeleton based control station. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 1106–1107 (2010)

  5. Stegall, P., Winfree, K., Zanotto, D.: Rehabilitation exoskeleton design: exploring the effect of the anterior lunge degree of freedom. IEEE Trans. Robot. 29(4), 838–846 (2013)

    Article  Google Scholar 

  6. Anam, K., Jumaily, A.A.: Active exoskeleton control systems: state of the art. Procedia Eng. 41, 988–994 (2012)

    Article  Google Scholar 

  7. Kazerooni, H., Steger, R.: The Berkeley lower extremity Exoskeleton. Trans. ASME, J. Dyn. Syst., Meas. Control 128, 14–25 (2006)

    Article  Google Scholar 

  8. Huo, W., Mohammed, S., Moreno, J.C., Amirat, Y.: Lower limb wearable robots for assistance and rehabilitation: a state of the art. IEEE Syst. J. 10(1), 1068–1081 (2017)

    Google Scholar 

  9. Zoss, A., Kazerooni, H., Zoss, A., Kazerooni, H.: Architecture and hydraulics of a lower extremity exoskeleton. In: Proceedings of ASME International Mechanical Engineering Congress and Exposition, pp. 1447–1455 (2005)

  10. Adam, B.Z.: Actuation Design and Implementation for Human Performance Enhancement. University of California, Berkeley (2006)

    Google Scholar 

  11. Kazerooni, H.: The Berkeley Lower Extremity Exoskeleton. Field and Service Robotics, pp. 9–15. Springer, Berlin (2006)

    Book  Google Scholar 

  12. Karlin, S.: Raiding iron man’s closet [Geek Life]. IEEE Spectr. 48(8), 25–25 (2011)

    Article  Google Scholar 

  13. Ackerman, S.: The report of production display for HULC made in lockheed martin, montgomery county, md USA. http://www.lockheedmartin.com/ (2010)

  14. Kazerooni, H., Steger, R., Huang, L.: Hybrid control of the berkeley lower extremity exoskeleton (BLEEX). Int. J. Robot. Res. 25(5-6), 561–573 (2006)

    Article  Google Scholar 

  15. Kazerooni, H., Racine, J.L., Huang, L., Steger, R.: On the control of the Berkeley lower extremity exoskeleton (BLEEX). In: Proceedings of the 2005 IEEE International Conference on Robotics and Automation, ICRA, pp. 4353–4360 (2005)

  16. Guo, Q., Li, S.J., Jiang, D.: Lower extremity exoskeleton: human-machine coupled modeling, robust control design, simulation, and overload-carrying experiment. Math. Probl. Eng. 1, 1–15 (2015)

    Google Scholar 

  17. Guo, Q., Jiang, D.: Method for walking gait identification in a lower extremity Exoskeleton based on C4.5 decision tree algorithm. Int. J. Adv. Robot. Syst. 12, 1–11 (2015)

    Article  Google Scholar 

  18. Long, Y., Du, Z.J., Wang, W.D., Dong, W.: Robust sliding mode control based on GA optimization and CMAC compensation for lower limb exoskeleton. Appl. Bionics Biomech. 2016, 1–13 (2016)

    Article  Google Scholar 

  19. Long, Y., Du, Z.J., Wang, W.D., Dong, W.: Development of a wearable exoskeleton rehabilitation system based on hybrid control mode. Int. J. Adv. Robot. Syst. 13(5), 1–10 (2016)

    Article  Google Scholar 

  20. Long, Y., Du, Z.J., Wang, W.D., et al.: PSO-SVM-based online locomotion mode identification for rehabilitation robotic exoskeletons. Sensors 16(9), 1408 (2016)

    Article  Google Scholar 

  21. Long, Y., Du, Z.J., Cong, L., et al.: Active disturbance rejection control based human gait tracking for lower extremity rehabilitation exoskeleton. ISA Trans. 67, 389–397 (2017)

    Article  Google Scholar 

  22. Long, Y., Du, Z.J., Dong, W., et al.: Human Gait Trajectory Learning Using Online Gaussian Process for Assistive Lower Limb Exoskeleton. Wearable Sensors and Robots, pp. 165–179. Springer, Singapore (2017)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wei Dong.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Long, Y., Du, Zj., Chen, Cf. et al. Hybrid Control Scheme of a Hydraulically Actuated Lower Extremity Exoskeleton for Load-Carrying. J Intell Robot Syst 91, 493–500 (2018). https://doi.org/10.1007/s10846-017-0708-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10846-017-0708-1

Keywords

Navigation