Skip to main content

Reflex Control

  • Reference work entry
  • First Online:
Humanoid Robotics: A Reference
  • 254 Accesses

Abstract

Reflexes have been viewed as integrated motions with the centrally generated motors commands to produce adaptive movement. Lateral and frontal disturbances during locomotion due to terrain irregularities have been dealt with using conventional sensory feedback that was realized based on the inverse pendulum model. This chapter deals with reflexes that highly adapt and control the movement of the humanoid robot when a large disturbance occurs. The reflex action consists of modulating the motors’ commands by the outputs from both the force sensors located under the robot legs and the gyro sensor located at the robot’s upper body. A primitive neural network can deal with simple reflexes. These reflexes can be improved further to robustly address particular classes of sudden events. Eventually, in this chapter, primitive reflex against sudden obstacles is improved by the afferent signals in order to be more adaptable and robust against unexpected obstacle hitting the robot sole plate at random locations. The modified adaptive reflex consists of increasing the support polygon by controlling the ankle joint of the leg touching the obstacle. With such adaptation, the reflex response can be coordinated and modulated with locomotion controller’s outputs to achieve an intended stabilizing behavior of the robot.

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 899.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 1,099.99
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. H. Miura, I. Shimoyama, Dynamic walk of a biped. Int. J. Robot. Res.3(2), 60–74 (1984)

    Article  Google Scholar 

  2. S. Kajita, O. Matsumoto, Real-time 3D walking pattern generation for a biped robot with telescopic legs, in Proceedings of the 2001 IEEE International Conference on Robotics & Automation, 2001, pp. 2299–2306

    Google Scholar 

  3. Q. Huang, K. Yokoi, S. Kajita, K. Kaneko, N. Koyachi, H. Arai, K. Tanie, Planning walking patterns for a biped robot. IEEE Trans. Robot. Autom. 17(3), 280–289 (2001)

    Google Scholar 

  4. Q. Huang, Y. Nakamura, Sensory reflex control for humanoid walking. IEEE Trans. Robot. Autom. 21(5), 977–984 (2005)

    Article  Google Scholar 

  5. S. Grillner, Neurobiological bases of rhythmic motor acts in vertebrates. Science. 228, 143–149 (1985)

    Article  Google Scholar 

  6. A.J. Ijspeert, J. Kodjabachia, Evolution and development of a central pattern generator for the swimming of a Lamprey. Artif. Life.5(3), 247–269, 1999

    Article  Google Scholar 

  7. P.A. Guertin, Central pattern generator for locomotion: anatomical, physiological, and pathophysiological considerations. Front. Neurol. 3, 4–15 (2013)

    Google Scholar 

  8. A.J Ijspeert, Central pattern generators for locomotion control in animals and robots: a review. Neural Netw. 21(4), 642–653 (2008)

    Article  Google Scholar 

  9. G. Taga, A model of the neuro-musculo-skeletal system for human locomotion, I. Emergence of basic gait. Boil. Cybern. 73, 97–111 (1995)

    Article  Google Scholar 

  10. G. Taga, Y. Yamaguchi, H. Shimizu, Self organized control of bipedal locomotion by neural oscillators in unpredictable environment. Biol. Cybern. 65, 147–159 (1991)

    Article  Google Scholar 

  11. A.J. Ijspeert, A. Crespi, D. Ryczko, J.M. Cabelguen, From swimming to walking with a salamander robot driven by a spinal cord model. Science. 315(5817), 1416–1420 (2007)

    Article  Google Scholar 

  12. L. Righetti, A.J. Ijspeert, Programmable central pattern generators: an application to biped locomotion control, in Proceedings of IEEE International Conference on Robotics & Automation, Orlando, 2006

    Google Scholar 

  13. L. Righetti, A.J. Ijspeert, Pattern generators with sensory feedback for the control of quadruped locomotion, in Proceedings of IEEE International Conference on Robotics & Automation, 2008, pp. 2188–2195

    Google Scholar 

  14. L. Righetti, A.J. Ijspeert, Design methodologies for central pattern generators: an application to crawling humanoids, in Proceedings of Robotics: Science and Systems, 2006

    Google Scholar 

  15. M. Morisawa, S. Kajita, K. Harada, K. Fujiwara, Emergency stop algorithm for walking humanoid robots, in IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005, pp. 2109–2115

    Google Scholar 

  16. M. Okada, K. Osato, Y. Nakamura, Motion emergency of humanoid robots by an attractor design of a nonlinear dynamics, in IEEE International Conference on Robotics and Automation, 2005, pp. 18–23

    Google Scholar 

  17. R. Zaier, F. Nagashima, Recurrent neural network language for robot learning, in The 20th Annual Conf. of the Robotics Society of Japan, Osaka, Japan Oct 2002

    Google Scholar 

  18. R. Zaier, F. Nagashima, Motion generation of humanoid robot based on polynomials generated by recurrent neural network, in Proceedings of the First Asia International Symposium on Mechatronics, 2004, pp. 659–664

    Google Scholar 

  19. W. Gerstner, Time structure of the activity in neural network models. Phys. Rev. E. 51, 738–758 (1995)

    Article  Google Scholar 

  20. R. Zaier, F. Nagashima, Motion pattern generator and reflex system for humanoid robots, in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

    Google Scholar 

  21. R. Zaier, S. Kanda, Piecewise-linear pattern generator and reflex system for humanoid robots, in Proceedings of IEEE International Conference on Robotics & Automation, pp. 2188–2195, 2007

    Google Scholar 

  22. R. Zaier, Experimental study of sensory reflex for humanoid robots: activation and stability issues, in 25th Annual Conference of the Robotics Society of Japan, 2007

    Google Scholar 

  23. C.S. Sherrington. Encyclopædia Britannica, Inc. Retrieved 31 July 2012

    Google Scholar 

  24. E.R. Kandel, J.H. Schwartz, T.M. Jessell, Kandel_Principles of Neural Science, Part VI, 5th edn. McGraw-Hill (2013)

    Google Scholar 

  25. R.A. Dicaprio, F. Clarac, Reversal of a walking leg reflex elicited by a muscles receptor. J. Exp. Biol. 90, 197–203 (1981)

    Google Scholar 

  26. H. Wolf, K.G. Pearson, Proprioceptive input patterns elevator activity in the locust flight system. J. Neurophysiol. 59(6), 1831–1853 (1988)

    Article  Google Scholar 

  27. H.K. Khalil, Nonlinear Systems (MacMillan, New York, 1996). Chap. 3

    Google Scholar 

  28. Inverted Pendulum: PID Controller Design. http://ctms.engin.umich.edu/CTMS/index.php?example=InvertedPendulum&section=ControlPID

  29. HOAP-3, Fujitsu Automation Ltd. Available at: http://www.automation.fujitsu.com/group/fja/services/hoap/

  30. R. Zaier, J. Abdo, Legged vehicle control and vibration reduction. Int. J. Veh. Noise Vib. 8(1), 74–94 (2012)

    Article  Google Scholar 

  31. R. Zaier, Reflex system for humanoid robots against large disturbances, in The 24th Annual Conference of the Robotics Society of Japan, Okayama, 2006)

    Google Scholar 

  32. J.M. Goncalves, A. Megretski, M.A. Dahleh, Global stability of relay feedback systems, in Proceedings of the American Control Conference, 2000, pp. 220–224

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Riadh Zaier .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature B.V.

About this entry

Check for updates. Verify currency and authenticity via CrossMark

Cite this entry

Zaier, R. (2019). Reflex Control. In: Goswami, A., Vadakkepat, P. (eds) Humanoid Robotics: A Reference. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-6046-2_53

Download citation

Publish with us

Policies and ethics