Skip to main content
Top
Published in: Autonomous Robots 1/2013

01-07-2013

Observer based biped walking control, a sensor fusion approach

Authors: Oliver Urbann, Stefan Tasse

Published in: Autonomous Robots | Issue 1/2013

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In humanoid walking research, the prevailing approach is to utilize an abstraction of the robot to a single center of mass (3D linear inverted pendulum mode). Smaller disturbances or an oscillation of the body are typical for a walking robot and must be addressed by an appropriate sensor feedback. To this end, this paper proposes a novel observer fusing joint angle sensors and force sensing resistors. This new method of sensor feedback in a preview control system balances the walk by damping those disturbances and oscillations of the body. Moreover, novel stabilizing methods for defining reference trajectories for the zero moment point and limbs are examined.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
6
Note that the procedure in Sect. 3.1 is especially for preview controller
 
9
A video of the experiments depicting the disturbance, oscillation (as explained in Sect. 2) and the stabilizing effect of the observer can be seen here: http://​www.​youtube.​com/​watch?​v=​ZuebspajdZU It also shows the maximum speed that is reachable
 
10
In this experiment the axes of the robot coordinate system and the world coordinate system are parallel
 
14
For a detailed description of the structure see Nao Devils Team Report 2011 (Tasse et al. 2011): http://​www.​irf.​tu-dortmund.​de/​nao-devils/​download/​2011/​TeamReport-2011-NaoDevilsDortmun​d.​pdf
 
Literature
go back to reference Buschmann, T., Lohmeier, S., Bachmayer, M., Ulbrich, H., & Pfeiffer, F. (2007). A collocation method for real-time walking pattern generation. In IEEE/RAS International Conference on Humanoid Robotics. Buschmann, T., Lohmeier, S., Bachmayer, M., Ulbrich, H., & Pfeiffer, F. (2007). A collocation method for real-time walking pattern generation. In IEEE/RAS International Conference on Humanoid Robotics.
go back to reference Czarnetzki, S., Kerner, S., & Urbann, O. (2009a). Applying dynamic walking control for biped robots. In Proceedings RoboCup 2009 International Symposium, Graz, Austria. Czarnetzki, S., Kerner, S., & Urbann, O. (2009a). Applying dynamic walking control for biped robots. In Proceedings RoboCup 2009 International Symposium, Graz, Austria.
go back to reference Czarnetzki, S., Kerner, S., & Urbann, O. (2009b). Observer-based dynamic walking control for biped robots. Robotics and Autonomous Systems, 57(8), 839–845. Czarnetzki, S., Kerner, S., & Urbann, O. (2009b). Observer-based dynamic walking control for biped robots. Robotics and Autonomous Systems, 57(8), 839–845.
go back to reference Gouaillier, D., Collette, C., & Kilner, C. (2010). Omni-directional closed-loop walk for nao. In 10th IEEE-RAS International Conference on Humanoid Robots (Humanoids)(pp. 448–454). doi:10.1109/ICHR.2010.5686291. Gouaillier, D., Collette, C., & Kilner, C. (2010). Omni-directional closed-loop walk for nao. In 10th IEEE-RAS International Conference on Humanoid Robots (Humanoids)(pp. 448–454). doi:10.​1109/​ICHR.​2010.​5686291.
go back to reference Graf, C., & Röfer, T. (2010). A closed-loop 3d-lipm gait for the robocup standard platform league humanoid. In E. Pagello, C. Zhou, S. Behnke, E. Menegatti, T. Röfer, & P. Stone (Eds.), Proceedings of the Fifth Workshop on Humanoid Soccer Robots in conjunction with the 2010 IEEE-RAS International Conference on Humanoid Robots. Nashville, TN, USA. Graf, C., & Röfer, T. (2010). A closed-loop 3d-lipm gait for the robocup standard platform league humanoid. In E. Pagello, C. Zhou, S. Behnke, E. Menegatti, T. Röfer, & P. Stone (Eds.), Proceedings of the Fifth Workshop on Humanoid Soccer Robots in conjunction with the 2010 IEEE-RAS International Conference on Humanoid Robots. Nashville, TN, USA.
go back to reference Harada, K., Kajita, S., Kaneko, K., & Hirukawa, H. (2006). An analytical method for real-time gait planning for humanoid robots. International Journal of Humanoid Robotics, 3(01), 1–19.CrossRef Harada, K., Kajita, S., Kaneko, K., & Hirukawa, H. (2006). An analytical method for real-time gait planning for humanoid robots. International Journal of Humanoid Robotics, 3(01), 1–19.CrossRef
go back to reference Hyon, S. H., Hale, J. G., & Cheng, G. (2007). Full-body compliant human-humanoid interaction: Balancing in the presence of unknown external forces. IEEE Transactions on Robotics, 23(5), 884–898.CrossRef Hyon, S. H., Hale, J. G., & Cheng, G. (2007). Full-body compliant human-humanoid interaction: Balancing in the presence of unknown external forces. IEEE Transactions on Robotics, 23(5), 884–898.CrossRef
go back to reference Kajita, S., Kanehiro, F., Kaneko, K., Fujiwara, K., Harada, K., Yokoi, K., & Hirukawa, H. (2003). Biped walking pattern generation by using preview control of zero-moment point. In IEEE, ICRA (pp. 1620–1626). Kajita, S., Kanehiro, F., Kaneko, K., Fujiwara, K., Harada, K., Yokoi, K., & Hirukawa, H. (2003). Biped walking pattern generation by using preview control of zero-moment point. In IEEE, ICRA (pp. 1620–1626).
go back to reference Kajita, S., Kanehiro, F., Kaneko, K., Fujiwara, K., Yokoi, K., & Hirukawa, H. (2006). Biped walking pattern generator allowing auxiliary zmp control. In IEEE, IROS (pp. 2993–2999). Kajita, S., Kanehiro, F., Kaneko, K., Fujiwara, K., Yokoi, K., & Hirukawa, H. (2006). Biped walking pattern generator allowing auxiliary zmp control. In IEEE, IROS (pp. 2993–2999).
go back to reference Katayama, T., Ohki, T., Inoue, T., & Kato, T. (1985). Design of an optimal controller for a discrete-time system subject to previewable demand. International Journal of Control, 41(3), 677–699.MathSciNetMATHCrossRef Katayama, T., Ohki, T., Inoue, T., & Kato, T. (1985). Design of an optimal controller for a discrete-time system subject to previewable demand. International Journal of Control, 41(3), 677–699.MathSciNetMATHCrossRef
go back to reference Kim, J. H. (2007). Walking pattern generation of a biped walking robot using convolution sum. In 7th IEEE-RAS International Conference on Humanoid Robots (pp. 539–544). doi:10.1109/ICHR.2007.4813923. Kim, J. H. (2007). Walking pattern generation of a biped walking robot using convolution sum. In 7th IEEE-RAS International Conference on Humanoid Robots (pp. 539–544). doi:10.​1109/​ICHR.​2007.​4813923.
go back to reference Kim, J. Y., Park, I. W., Lee, J., Kim, M. S., Cho, B. K., & Oh, J. H. (2005). System design and dynamic walking of humanoid robot khr-2. In IEEE International Conference on Robotics and Automation. Kim, J. Y., Park, I. W., Lee, J., Kim, M. S., Cho, B. K., & Oh, J. H. (2005). System design and dynamic walking of humanoid robot khr-2. In IEEE International Conference on Robotics and Automation.
go back to reference Kim, J. Y., Park, I. W., & Oh, J. H. (2006). Experimental realization of dynamic walking of biped humanoid robot khr-2 using zmp feedback and inertial measurement. Advanced Robotics, 20(6), 707–736.CrossRef Kim, J. Y., Park, I. W., & Oh, J. H. (2006). Experimental realization of dynamic walking of biped humanoid robot khr-2 using zmp feedback and inertial measurement. Advanced Robotics, 20(6), 707–736.CrossRef
go back to reference Kudoh, S., & Komura, T. (2003). C2 continuous gait-pattern generation for biped robots. In Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Vol. 2, pp. 1135–1140). doi:10.1109/IROS.2003.1248797. Kudoh, S., & Komura, T. (2003). C2 continuous gait-pattern generation for biped robots. In Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Vol. 2, pp. 1135–1140). doi:10.​1109/​IROS.​2003.​1248797.
go back to reference Laue, T., Spiess, K., & Röfer, T. (2006). SimRobot: A general physical robot simulator and its application in RoboCup. In A. Bredenfeld, A. Jacoff, I. Noda, & Y. Takahashi (Eds.), RoboCup 2005: Robot Soccer World Cup IX, no. 4020 in Lecture Notes in Artificial Intelligence (pp. 173–183). Heidelberg: Springer. http://www.springer.de/. Laue, T., Spiess, K., & Röfer, T. (2006). SimRobot: A general physical robot simulator and its application in RoboCup. In A. Bredenfeld, A. Jacoff, I. Noda, & Y. Takahashi (Eds.), RoboCup 2005: Robot Soccer World Cup IX, no. 4020 in Lecture Notes in Artificial Intelligence (pp. 173–183). Heidelberg: Springer. http://​www.​springer.​de/​.
go back to reference Lee, S. H., & Goswami, A. (2007). Reaction mass pendulum (rmp): An explicit model for centroidal angular momentum of humanoid robots. In IEEE International Conference on Robotics and Automation (pp. 4667–4672). doi:10.1109/ROBOT.2007.364198. Lee, S. H., & Goswami, A. (2007). Reaction mass pendulum (rmp): An explicit model for centroidal angular momentum of humanoid robots. In IEEE International Conference on Robotics and Automation (pp. 4667–4672). doi:10.​1109/​ROBOT.​2007.​364198.
go back to reference Meriçli, Ç., & Veloso, M. (2010). Biped walk learning through playback and corrective demonstration. In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010) (pp. 1594–1599). Meriçli, Ç., & Veloso, M. (2010). Biped walk learning through playback and corrective demonstration. In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010) (pp. 1594–1599).
go back to reference Mistry, M., Nakanishi, J., Cheng, G., & Schaal, S. (2008). Inverse kinematics with floating base and constraints for full body humanoid robot control. In International Conference on Humanoids (pp. 22–27). Mistry, M., Nakanishi, J., Cheng, G., & Schaal, S. (2008). Inverse kinematics with floating base and constraints for full body humanoid robot control. In International Conference on Humanoids (pp. 22–27).
go back to reference Morisawa, M., Harada, K., Kajita, S., Kaneko, K., Sola, J., Yoshida, E., Mansard, N., Yokoi, K., & Laumond, J. P. (2009). Reactive stepping to prevent falling for humanoids. In 9th IEEE-RAS International Conference on Humanoid Robots (pp. 528–534). Paris: Humanoids. doi:10.1109/ICHR.2009.5379522. Morisawa, M., Harada, K., Kajita, S., Kaneko, K., Sola, J., Yoshida, E., Mansard, N., Yokoi, K., & Laumond, J. P. (2009). Reactive stepping to prevent falling for humanoids. In 9th IEEE-RAS International Conference on Humanoid Robots (pp. 528–534). Paris: Humanoids. doi:10.​1109/​ICHR.​2009.​5379522.
go back to reference Nakanishi, J., Mistry, M., & Schaal, S. (2007). Inverse dynamics control with floating base and constraints. In ICRA (pp. 1942–1947). Nakanishi, J., Mistry, M., & Schaal, S. (2007). Inverse dynamics control with floating base and constraints. In ICRA (pp. 1942–1947).
go back to reference Park, I. W., & Kim, J. Y. (2010). Fourier series-based walking pattern generation for a biped humanoid robot. In International Conference on Humanoids (pp. 461–467). Park, I. W., & Kim, J. Y. (2010). Fourier series-based walking pattern generation for a biped humanoid robot. In International Conference on Humanoids (pp. 461–467).
go back to reference Röfer, T., Laue, T., Weber, M., Burkhard, H. D., Jüngel, M., Göhring, D., Hoffmann, J., Altmeyer, B., Krause, T., Spranger, M., Schwiegelshohn, U., Hebbel, M., Nisticó, W., Czarnetzki, S., Kerkhof, T., Meyer, M., Rohde, C., Schmitz, B., Wachter, M., Wegner, T., Zarges, C., von Stryk, O., Brunn, R., Dassler, M., Kunz, M., Oberlies, T., & Risler, M. (2005). GermanTeam RoboCup 2005. Technical Report Available online http://www.germanteam.org/GT2005.pdf. Röfer, T., Laue, T., Weber, M., Burkhard, H. D., Jüngel, M., Göhring, D., Hoffmann, J., Altmeyer, B., Krause, T., Spranger, M., Schwiegelshohn, U., Hebbel, M., Nisticó, W., Czarnetzki, S., Kerkhof, T., Meyer, M., Rohde, C., Schmitz, B., Wachter, M., Wegner, T., Zarges, C., von Stryk, O., Brunn, R., Dassler, M., Kunz, M., Oberlies, T., & Risler, M. (2005). GermanTeam RoboCup 2005. Technical Report Available online http://​www.​germanteam.​org/​GT2005.​pdf.
go back to reference Seven, U., & Erbatur, K. (2007). An inverted pendulum based approach to biped trajectory generation with swing leg dynamics. In 2007 7th IEEE-RAS International Conference on Humanoid Robotics (p. 44). Seven, U., & Erbatur, K. (2007). An inverted pendulum based approach to biped trajectory generation with swing leg dynamics. In 2007 7th IEEE-RAS International Conference on Humanoid Robotics (p. 44).
go back to reference Strom, J., Slavov, G., Chown, E. (2009). Omnidirectional walking using zmp and preview control for the nao humanoid robot. In: RoboCup (pp. 378–389). Strom, J., Slavov, G., Chown, E. (2009). Omnidirectional walking using zmp and preview control for the nao humanoid robot. In: RoboCup (pp. 378–389).
go back to reference Tasse, S., Kerner, S., Urbann, O., Hofmann, M., & Schwarz, I. (2011). Nao devils dortmund team report 2011. Tech. rep. Tasse, S., Kerner, S., Urbann, O., Hofmann, M., & Schwarz, I. (2011). Nao devils dortmund team report 2011. Tech. rep.
go back to reference Urbann, O., Kerner, S., & Tasse, S. (2011). Rigid and soft body simulation featuring realistic walk behaviour. In RoboCup 2011: Robot Soccer World Cup XV Preproceedings. RoboCup Federation. Urbann, O., Kerner, S., & Tasse, S. (2011). Rigid and soft body simulation featuring realistic walk behaviour. In RoboCup 2011: Robot Soccer World Cup XV Preproceedings. RoboCup Federation.
go back to reference Vukobratović, M., & Borovac, B. (2004). Zero-moment point—Thirty five years of its life. International Journal of Humanoid Robotics, 1(1), 157–173.CrossRef Vukobratović, M., & Borovac, B. (2004). Zero-moment point—Thirty five years of its life. International Journal of Humanoid Robotics, 1(1), 157–173.CrossRef
go back to reference Vukobratović, M., & Juričić, C. (1968). Contribution to the synthesis of biped gait. In Proceedings IFAC Symposium on Technical and Biological Problem on Control, Erevan. Vukobratović, M., & Juričić, C. (1968). Contribution to the synthesis of biped gait. In Proceedings IFAC Symposium on Technical and Biological Problem on Control, Erevan.
go back to reference Vukobratović, M., & Juričić, C. (1969). Contribution to the synthesis of biped gait. In IEEE Transactions on Biomedical Engineering (Vol. 16, pp. 1–6). Vukobratović, M., & Juričić, C. (1969). Contribution to the synthesis of biped gait. In IEEE Transactions on Biomedical Engineering (Vol. 16, pp. 1–6).
go back to reference Wang, L. (2009). Model predictive control system design and implementation using MATLAB (1st ed.). Berlin: Springer Publishing Company, Incorporated.MATH Wang, L. (2009). Model predictive control system design and implementation using MATLAB (1st ed.). Berlin: Springer Publishing Company, Incorporated.MATH
go back to reference Xue, F., Chen, X., Liu, J., Nardi, D. (2011). Real time biped walking gait pattern generator for a real robot. In RoboCup 2011: Robot Soccer World Cup XV Preproceedings. RoboCup Federation. Xue, F., Chen, X., Liu, J., Nardi, D. (2011). Real time biped walking gait pattern generator for a real robot. In RoboCup 2011: Robot Soccer World Cup XV Preproceedings. RoboCup Federation.
Metadata
Title
Observer based biped walking control, a sensor fusion approach
Authors
Oliver Urbann
Stefan Tasse
Publication date
01-07-2013
Publisher
Springer US
Published in
Autonomous Robots / Issue 1/2013
Print ISSN: 0929-5593
Electronic ISSN: 1573-7527
DOI
https://doi.org/10.1007/s10514-013-9333-4

Other articles of this Issue 1/2013

Autonomous Robots 1/2013 Go to the issue