Skip to main content

Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface

  • Conference paper
  • First Online:
Intelligent Distributed Computing XIII (IDC 2019)

Abstract

In this article, we present an intelligent human-machine interface designed to control the medical robotic exoskeleton of the lower limbs “Remotion”. Intelligent bimodal interface combines tools of contactless voice control, as well as contact sensor-based control on mobile devices. The authors argue that the use of intelligent techniques of interaction between the user and the exoskeleton increases the level of ergonomics as well as effectiveness of its use in medical rehabilitation practice due to an intuitive and natural way of human-machine communication and control. The salient features of the proposed and developed system are automatic voice command recognition, conversion audio signal into text data, remote control and remote supervision of the exoskeleton through a PC, and active and informative feedback with the user, securing safety during rehabilitation sessions. The design of the interface is shown in the paper in details, outlines of engineering solutions applied for this exoskeleton are provided as well. Despite the existence of conceptually similar devices in Russia, the presented exoskeleton differs by the presence of an intelligent user interface, which significantly improves the ergonomics of the system. Another feature is a total modularity of the device. Such a solution greatly facilitates the maintenance of the exoskeleton and provides a range of adjustment opportunities.

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

References

  1. Kapustin, A.V., Loskutov, Yu.V., Skvortsov, D.V., Nasybullin, A.R., Klyuzhev, K.S., Kudryavtsev, A.I.: Circuit solutions for the management of a rehabilitation exoskeleton for medical purposes. Vestnik Povolzhskogo gosudarstvennogo tekhnologicheskogo universiteta 2(38), 77–86 (2018)

    Google Scholar 

  2. Antsaklis, P.J., Passino, K.M.: An Introduction to Intelligent and Autonomous Control. Kluwer Academic Publishers (1993)

    Google Scholar 

  3. Shcherbatov, I.A.: Intellectual control of robotic systems in conditions of uncertainty. Vestnik Astrakhanskogo gosudarstvennogo tekhnicheskogo universiteta 1, 73–77 (2010)

    Google Scholar 

  4. Karpov, A.A., Yusupov, R.M.: Multimodal interfaces of human-computer interaction. Herald Russ. Acad. Sci. 88(1), 67–74 (2018)

    Article  Google Scholar 

  5. Ronzhin, A.L., Yusupov, R.M., Li, I.V.: Speech and Multimodal Interfaces. Moscow (2006)

    Google Scholar 

  6. Ushakov, I.B., Karpov, A.A., Kryuchkov, B.I., Polyakov, A.V., Usov, V.M.: Promising solutions in the field of medical robotics to support crew life and reduce medical risks in space flight. Aviakosmicheskaya i ekologicheskaya meditsina 49(6), 76–83 (2015)

    Google Scholar 

  7. World Robotics - Service Robots 2017: Statistics, Market Analysis, Forecasts and Case Studies. VDMA Verlag, Frankfurt-am-Main (2017)

    Google Scholar 

  8. Ermolov, I.L., Knyaz’kov, M.M., Kryukova, A.A., Sukhanov, A.N., Kryuchkov, B.I., Usov, V.M.: Method of controlling an exoskeleton device using the system of recognition of arm movements on basis of biosignals from the skeletal muscles of a human operator’s arms. Pilotiruemye polety v kosmos 4(17), 80–93 (2015)

    Google Scholar 

  9. Ferris, D.: The exoskeletons are here. J. Neuroeng. Rehabil. 6(17) (2009)

    Google Scholar 

  10. Vorob’ev, A.A., Andryushchenko, F.A., Ponomareva, O.A., Solov’eva, I.O., Krivonozhkina, P.S.: Controversial terminology and classification of exoskeletons (Analytical review, own data, clarifications, suggestions). Volgogradskii nauchno-meditsinskii zhurnal 3(47), 14–20 (2015)

    Google Scholar 

  11. Herr, H.: Exoskeletons and orthoses: classification, design challenges and future directions. J. Neuroeng. Rehabil. 6(21) (2009)

    Google Scholar 

  12. Gorgey, A.S.: Robotic exoskeletons: the current pros and cons. World J. Orthop. 9(9), 112–119 (2018)

    Article  Google Scholar 

  13. Vorob’ev, A.A., Zasypkina, O.A., Krivonozhkina, P.S., Petrukhin, A.V., Pozdnyakov, A.M.: Exoskeleton - the state of the problem and the prospects for the introduction of the system of habilitation and rehabilitation of persons with disabilities (analytical review). Vestnik Volgogradskogo gosudarstvennogo meditsinskogo universiteta 2(54), 9–17 (2015)

    Google Scholar 

  14. Banala, S.K., Agrawal, S.K., Kim, S.H., Scholz, J.P.: Novel gait adaptation and neuromotor training results using an active leg exoskeleton. IEEE/ASME Trans. Mechatron. 15(2), 216–225 (2010)

    Article  Google Scholar 

  15. Banala, S.K., Kim, S.H., Agrawal, S.K., Scholz, J.P.: Robot assisted gait training with Active Leg Exoskeleton (ALEX). IEEE Trans. Neural Syst. Rehabil. Eng. 17(1), 2–8 (2009)

    Article  Google Scholar 

  16. Talaty, M., Esquenazi, A., Briceno, J.E.: Differentiating ability in users of the ReWalk(TM) powered exoskeleton: an analysis of walking kinematics. In: IEEE International Conference on Rehabilitation Robotics (2013)

    Google Scholar 

  17. Exoskeleton (2019). https://bleex.me.berkeley.edu/research/exoskeleton

  18. Bednyak, S.G., Eremina, O.S.: HAL robotic exoskeletons (Feel like a HALc). Sworld 2(1), 49–51 (2009)

    Google Scholar 

  19. USA (2019). http://www.army-technology.co

  20. Ergasheva, B.I.: Lower limb exoskeletons: brief review. Sci. Tech. J. Inf. Technol. Mech. Opt. 17(6), 1153–1158 (2017)

    Google Scholar 

  21. Yan, T., Cempini, M., Oddo, C.M., Vitiello, N.: Review of assistive strategies in powered lower-limb orthoses and exoskeletons. Robot. Auton. Syst. 64, 120–136 (2015)

    Article  Google Scholar 

  22. Robopedia (2019). http://robotrends.ru/robopedia/katalog--ekzoskeletov/

  23. Exoatlet (2019). https://www.exoatlet.com/ru/node/84/

  24. Exoskeletonrepor (2019). https://exoskeletonreport.com/product/arke/

  25. SpeechRecognizer (2019). https://developer.android.com/reference/android/speech/Speech--Recognizer

  26. He, Y., Eguren, D., Azorín, J.M., Grossman, R., Luu, T.Ph., Contreras-Vidal, J.: Brain–machine interfaces for controlling lower–limb powered robotic systems. J. Neural Eng. 15 (2018)

    Article  Google Scholar 

  27. Rosen, M.: Mind to motion: brain-computer interfaces promise new freedom for the paralyzed and immobile. Sci. News 184(10), 22–24 (2013)

    Article  Google Scholar 

Download references

Acknowledgments

This work was performed within the joint project “Creating a high–tech production of multifunctional robotic exoskeleton for medical purposes (RME)” No. 2017–218–09–1807, and as a part of state research No. 0073–2019–0005.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ildar Kagirov .

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

Kagirov, I. et al. (2020). Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface. In: Kotenko, I., Badica, C., Desnitsky, V., El Baz, D., Ivanovic, M. (eds) Intelligent Distributed Computing XIII. IDC 2019. Studies in Computational Intelligence, vol 868. Springer, Cham. https://doi.org/10.1007/978-3-030-32258-8_54

Download citation

Publish with us

Policies and ethics