Skip to main content

Continuous Control of the DLR Light-Weight Robot III by a Human with Tetraplegia Using the BrainGate2 Neural Interface System

  • Chapter
Experimental Robotics

Abstract

We have investigated control of the DLR Light-Weight Robot III with DLR Five-Finger Hand by a person with tetraplegia using the BrainGate2 Neural Interface System. The goal of this research is to develop assistive technologies for people with severe physical disabilities. A BrainGate-enabled DLR LWR III would potentially permit a person with tetraplegia to gain improved control over their environment, e.g. to drink a glass of water. First results of the developed control loop are very encouraging and allow the participant to perform simple interaction tasks with her environment, e.g., pick up a bottle and move it around. To this end, only a few minutes of system training are required, after which the system can be used.

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 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Haddadin, S., Albu-Schäffer, A., Hirzinger, G.: Requirements for safe robots: Measurements, analysis and new insights. International Journal on Robotics Research 28(11-12), 1507–1520 (2009)

    Article  Google Scholar 

  2. Kim, S.P., Simeral, J.D., Hochberg, L.R., Donoghue, J.P., Black, M.J.: Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia. Journal of Neural Engineering 5, 455 (2008)

    Article  Google Scholar 

  3. Donoghue, J.P., Friehs, G.M., Caplan, A.H., Stein, J., Mukand, J.A., Chen, D., Penn, R.D., Hochberg, L.R.: BrainGate neuromotor prosthesis: first experience by a person with brainstem stroke. Soc. Neurosci. Abs. 256 (2006)

    Google Scholar 

  4. Hochberg, L.R., Serruya, M.D., Friehs, G.M., Mukand, J.A., Saleh, M., Caplan, A.H., Branner, A., Chen, D., Penn, R.D., Donoghue, J.P.: Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 442, 164–171 (2006)

    Article  Google Scholar 

  5. Kim, S.P., Simeral, J.D., Hochberg, L.R., Donoghue, J.P., Friehs, G.M., Black, M.J.: Point and-click-cursor control with an intracortical neural interface system in humans with tetraplegia. Journal of Neural Eng. (2011) (in press)

    Google Scholar 

  6. Choi, K., Cichocki, A.: Control of a Wheelchair by Motor Imagery in Real Time. In: Fyfe, C., Kim, D., Lee, S.-Y., Yin, H. (eds.) IDEAL 2008. LNCS, vol. 5326, pp. 330–337. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  7. Velliste, M., Perel, S., Spalding, M.C., Whitford, A.S., Schwartz, A.B.: Cortical control of a prosthetic arm for self-feeding. Nature 453(7198), 1098–1101 (2008)

    Article  Google Scholar 

  8. Albu-Schäffer, A., Haddadin, S., Ott, C., Stemmer, A., Wimböck, T., Hirzinger, G.: The DLR lightweight robot: design and control concepts for robots in human environments. Industrial Robot: An International Journal 34(5), 376–385 (2007)

    Article  Google Scholar 

  9. Haddadin, S., Albu-Schäffer, A., Hirzinger, G.: Safety analysis for a human-friendly manipulator. International Journal of Social Robotics 2, 235–252 (2010)

    Article  Google Scholar 

  10. Albu-Schäffer, A., Ott, C., Hirzinger, G.: A unified passivity-based control framework for position, torque and impedance control of flexible joint robots. The International Journal of Robotics Research 26(1), 23 (2007)

    Article  Google Scholar 

  11. Haddadin, S., Albu-Schäffer, A., De Luca, A., Hirzinger, G.: Collision detection and reaction: A contribution to safe physical human-robot interaction. In: IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, Nice(France) (2008)

    Google Scholar 

  12. Haddadin, S., Parusel, S., Vogel, J., Belder, R., Rokahr, T., Albu-Schäffer, A., Hirzinger, G.: Holistic design and analysis for the human-friendly robotic co-worker. In: IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, Taipeh(Taiwan) (2010)

    Google Scholar 

  13. Haddadin, S., Suppa, M., Fuchs, S., Bodenmüller, T., Albu-Schäffer, A., Hirzinger, G.: Towards the robotic co-worker. In: International Symposium on Robotics Research (2009)

    Google Scholar 

  14. Wood, F., Black, M.J., Vargas-Irwin, C., Fellows, M., Donoghue, J.P.: On the variability of manual spike sorting. IEEE Transactions on Biomedical Engineering 51(6), 912–918 (2004)

    Article  Google Scholar 

  15. Wood, F., Black, M.J.: A nonparametric bayesian alternative to spike sorting. Journal of Neuroscience Methods 173(1), 1–12 (2008)

    Article  Google Scholar 

  16. Simeral, J.D., Kim, S.-P., Stavisky, S.D., Donoghue, J.P., Hochberg, L.R.: Assessment of BrainGate-enabled neural control of a point-and-click cursor by a person with tetraplegia 1000 days after array implant. In: Program No. 181.5 (ed.), Neuroscience Meeting Planner, Chicago, IL. Society for Neuroscience (2009)

    Google Scholar 

  17. Wu, W., Gao, Y., Bienenstock, E., Donoghue, J.P., Black, M.J.: Bayesian population decoding of motor cortical activity using a Kalman filter. Neural Computation 18, 80–118 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  18. Wu, W., Black, M.J., Gao, Y., Bienenstock, E., Serruya, M., Donoghue, J.P.: Inferring hand motion from multi-cell recordings in motor cortex using a Kalman filter. In: Workshop on Motor Control in Humans and Robots: On the Interplay of Real Brains and Artificial Devices, SAB 2002, pp. 66–73 (2002)

    Google Scholar 

  19. Bäuml, B., Hirzinger, G.: When hard realtime matters: Software for complex mechatronic systems robotics and autonomous systems. Robotics and Autonomous Systems 56, 5–13 (2008)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Joern Vogel .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer-Verlag GmbH Berlin Heidelberg

About this chapter

Cite this chapter

Vogel, J. et al. (2014). Continuous Control of the DLR Light-Weight Robot III by a Human with Tetraplegia Using the BrainGate2 Neural Interface System. In: Khatib, O., Kumar, V., Sukhatme, G. (eds) Experimental Robotics. Springer Tracts in Advanced Robotics, vol 79. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28572-1_9

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-28572-1_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28571-4

  • Online ISBN: 978-3-642-28572-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics