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Published in: Autonomous Robots 6/2016

01-08-2016

Compliance control for stabilizing the humanoid on the changing slope based on terrain inclination estimation

Authors: Zhibin Li, Chengxu Zhou, Nikos Tsagarakis, Darwin Caldwell

Published in: Autonomous Robots | Issue 6/2016

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Abstract

This paper presents a stabilization framework integrated with the estimation of the terrain inclination to balance a humanoid on the changing slope as an extension to our previous study. In this paper, the estimation of the terrain inclination is improved for walking in place on an inclination-varying slope. A passivity based admittance control utilizes the force/torque sensing in feet to actively regulate the impedance at the center of mass to stabilize the robot. The logic-based inclination estimation algorithm uses the feet to probe the terrain and deals with the under-actuation. The equilibrium set-point in the admittance control is regulated based on the detected inclination. The effectiveness of the control framework is validated on the humanoid robot COMAN and demonstrated by estimating the terrain inclination, coping with the under-actuation phase, adapting to the slope with changing inclination during both standing and walking. Experimental data are analyzed and discussed, and the future work is suggested.

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Appendix
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Literature
go back to reference Albu-Schaffer, A., Ott, C., & Hirzinger, G. (2004). A passivity based cartesian impedance controller for flexible joint robots-part II: Full state feedback, impedance design and experiments. IEEE International Conference on Robotics and Automation, 3, 2666–2672. Albu-Schaffer, A., Ott, C., & Hirzinger, G. (2004). A passivity based cartesian impedance controller for flexible joint robots-part II: Full state feedback, impedance design and experiments. IEEE International Conference on Robotics and Automation, 3, 2666–2672.
go back to reference Hashimoto, K., Sugahara, Y., Kawase, M., Ohta, A., Tanaka, C., Hayashi, A., Endo, N., Sawato, T., Lim, H., & Takanashi, A. (2006). Landing pattern modification method with predictive attitude and compliance control to deal with uneven terrain. In IEEE/RSJ international conference on intelligent robots and systems (pp. 1755–1760). Hashimoto, K., Sugahara, Y., Kawase, M., Ohta, A., Tanaka, C., Hayashi, A., Endo, N., Sawato, T., Lim, H., & Takanashi, A. (2006). Landing pattern modification method with predictive attitude and compliance control to deal with uneven terrain. In IEEE/RSJ international conference on intelligent robots and systems (pp. 1755–1760).
go back to reference Hogan, N. (1987). Stable execution of contact tasks using impedance control. IEEE International Conference on Robotics and Automation, 4, 1047–1054.MathSciNet Hogan, N. (1987). Stable execution of contact tasks using impedance control. IEEE International Conference on Robotics and Automation, 4, 1047–1054.MathSciNet
go back to reference Hyon, S., & Cheng, G. (2006). Passivity-based full-body force control for humanoids and application to dynamic balancing and locomotion. In IEEE/RSJ international conference on intelligent robots and systems (pp. 4915–4922). Hyon, S., & Cheng, G. (2006). Passivity-based full-body force control for humanoids and application to dynamic balancing and locomotion. In IEEE/RSJ international conference on intelligent robots and systems (pp. 4915–4922).
go back to reference Hyon, S., Hale, J., & 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., Hale, J., & 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 Kim, J., Park, I., & Oh, J. (2007). Walking control algorithm of biped humanoid robot on uneven and inclined floor. Journal of Intelligent & Robotic Systems, 48(4), 457–484.CrossRef Kim, J., Park, I., & Oh, J. (2007). Walking control algorithm of biped humanoid robot on uneven and inclined floor. Journal of Intelligent & Robotic Systems, 48(4), 457–484.CrossRef
go back to reference Koolen, T., De Boer, T., Rebula, J., Goswami, A., & Pratt, J. (2012). Capturability-based analysis and control of legged locomotion, part 1: Theory and application to three simple gait models. The International Journal of Robotics Research, 31(9), 1094–1113.CrossRef Koolen, T., De Boer, T., Rebula, J., Goswami, A., & Pratt, J. (2012). Capturability-based analysis and control of legged locomotion, part 1: Theory and application to three simple gait models. The International Journal of Robotics Research, 31(9), 1094–1113.CrossRef
go back to reference Li, Z., Tsagarakis, N., & Caldwell, D. G. (2012). A passivity based admittance control for stabilizing the compliant humanoid COMAN. In IEEE-RAS international conference on humanoid robots (pp. 44–49). Osaka, Japan. Li, Z., Tsagarakis, N., & Caldwell, D. G. (2012). A passivity based admittance control for stabilizing the compliant humanoid COMAN. In IEEE-RAS international conference on humanoid robots (pp. 44–49). Osaka, Japan.
go back to reference Li, Z., Tsagarakis, N. G., & Caldwell, D. G. (2013a). Stabilizing humanoids on slopes using terrain inclination estimation. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 4124–4129). Li, Z., Tsagarakis, N. G., & Caldwell, D. G. (2013a). Stabilizing humanoids on slopes using terrain inclination estimation. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 4124–4129).
go back to reference Li, Z., Tsagarakis, N. G., & Caldwell, D. G. (2013b). Walking pattern generation for a humanoid robot with compliant joints. Autonomous Robots, 35, 1–14.CrossRef Li, Z., Tsagarakis, N. G., & Caldwell, D. G. (2013b). Walking pattern generation for a humanoid robot with compliant joints. Autonomous Robots, 35, 1–14.CrossRef
go back to reference Nashner, L. M., & McCollum, G. (1985). The organization of human postural movements: A formal basis and experimental synthesis. Behavioral and Brain Sciences, 8(01), 135–150.CrossRef Nashner, L. M., & McCollum, G. (1985). The organization of human postural movements: A formal basis and experimental synthesis. Behavioral and Brain Sciences, 8(01), 135–150.CrossRef
go back to reference Nenchev, D. N., & Nishio, A. (2008). Ankle and hip strategies for balance recovery of a biped subjected to an impact. Robotica, 26(5), 643–653.CrossRef Nenchev, D. N., & Nishio, A. (2008). Ankle and hip strategies for balance recovery of a biped subjected to an impact. Robotica, 26(5), 643–653.CrossRef
go back to reference Ott, C., Albu-Schaffer, A., Kugi, A., Stamigioli, S., & Hirzinger, G. (2004). A passivity based cartesian impedance controller for flexible joint robots-part I: Torque feedback and gravity compensation. IEEE International Conference on Robotics and Automation, 3, 2659–2665. Ott, C., Albu-Schaffer, A., Kugi, A., Stamigioli, S., & Hirzinger, G. (2004). A passivity based cartesian impedance controller for flexible joint robots-part I: Torque feedback and gravity compensation. IEEE International Conference on Robotics and Automation, 3, 2659–2665.
go back to reference Ott, C., Baumgartner, C., Mayr, J., Fuchs, M., Burger, R., Lee, D., Eiberger, O., Albu-Schaffer, A., Grebenstein, M., & Hirzinger, G. (2010). Development of a biped robot with torque controlled joints. In 10th IEEE-RAS international conference on humanoid robots (pp. 167–173). Ott, C., Baumgartner, C., Mayr, J., Fuchs, M., Burger, R., Lee, D., Eiberger, O., Albu-Schaffer, A., Grebenstein, M., & Hirzinger, G. (2010). Development of a biped robot with torque controlled joints. In 10th IEEE-RAS international conference on humanoid robots (pp. 167–173).
go back to reference Ott, C., Roa, M., & Hirzinger, G. (2011). Posture and balance control for biped robots based on contact force optimization. In 11th IEEE-RAS international conference on humanoid robots (pp. 26–33). Bled, Slovenia. Ott, C., Roa, M., & Hirzinger, G. (2011). Posture and balance control for biped robots based on contact force optimization. In 11th IEEE-RAS international conference on humanoid robots (pp. 26–33). Bled, Slovenia.
go back to reference Pratt, J., Koolen, T., De Boer, T., Rebula, J., Cotton, S., Carff, J., et al. (2012). Capturability-based analysis and control of legged locomotion, part 2: Application to m2v2, a lower-body humanoid. The International Journal of Robotics Research, 31(10), 1117–1133.CrossRef Pratt, J., Koolen, T., De Boer, T., Rebula, J., Cotton, S., Carff, J., et al. (2012). Capturability-based analysis and control of legged locomotion, part 2: Application to m2v2, a lower-body humanoid. The International Journal of Robotics Research, 31(10), 1117–1133.CrossRef
go back to reference Runge, C., Shupert, C., Horak, F., & Zajac, F. (1999). Ankle and hip postural strategies defined by joint torques. Gait & Posture, 10(2), 161–170.CrossRef Runge, C., Shupert, C., Horak, F., & Zajac, F. (1999). Ankle and hip postural strategies defined by joint torques. Gait & Posture, 10(2), 161–170.CrossRef
go back to reference Stephens, B. (2007). Integral control of humanoid balance. In IEEE/RSJ International conference on intelligent robots and systems (pp. 4020–4027). Stephens, B. (2007). Integral control of humanoid balance. In IEEE/RSJ International conference on intelligent robots and systems (pp. 4020–4027).
go back to reference Stephens, B., & Atkeson, C. (2010). Dynamic balance force control for compliant humanoid robots. In IEEE/RSJ international conference on intelligent robots and systems (pp. 1248–1255). Stephens, B., & Atkeson, C. (2010). Dynamic balance force control for compliant humanoid robots. In IEEE/RSJ international conference on intelligent robots and systems (pp. 1248–1255).
go back to reference Stephens, B., & Atkeson, C. (2010). Push recovery by stepping for humanoid robots with force controlled joints. In 10th IEEE-RAS international conference on humanoid robots (Humanoids) (pp. 52–59). Stephens, B., & Atkeson, C. (2010). Push recovery by stepping for humanoid robots with force controlled joints. In 10th IEEE-RAS international conference on humanoid robots (Humanoids) (pp. 52–59).
go back to reference Sugahara, Y., Mikuriya, Y., Hashimoto, K., Hosobata, T., Sunazuka, H., Kawase, M., Lim, H., & Takanishi, A. (2005). Walking control method of biped locomotors on inclined plane. In IEEE International conference on robotics and automation (pp. 1977–1982). Sugahara, Y., Mikuriya, Y., Hashimoto, K., Hosobata, T., Sunazuka, H., Kawase, M., Lim, H., & Takanishi, A. (2005). Walking control method of biped locomotors on inclined plane. In IEEE International conference on robotics and automation (pp. 1977–1982).
go back to reference Tsagarakis, N., Li, Z., Saglia, J. A., & Caldwell, D. G. (2011). The design of the lower body of the compliant humanoid robot ‘cCub’. In IEEE international conference on robotics and automation (pp. 2035–2040). Shanghai, China. Tsagarakis, N., Li, Z., Saglia, J. A., & Caldwell, D. G. (2011). The design of the lower body of the compliant humanoid robot ‘cCub’. In IEEE international conference on robotics and automation (pp. 2035–2040). Shanghai, China.
go back to reference Tsagarakis, N., Morfey, S., Medrano-Cerda, G., Li, Z., & Caldwell, D. (2013). Compliant humanoid coman: Optimal joint stiffness tuning for modal frequency control. In IEEE international conference on robotics and automation (ICRA) (pp. 665–670). Tsagarakis, N., Morfey, S., Medrano-Cerda, G., Li, Z., & Caldwell, D. (2013). Compliant humanoid coman: Optimal joint stiffness tuning for modal frequency control. In IEEE international conference on robotics and automation (ICRA) (pp. 665–670).
Metadata
Title
Compliance control for stabilizing the humanoid on the changing slope based on terrain inclination estimation
Authors
Zhibin Li
Chengxu Zhou
Nikos Tsagarakis
Darwin Caldwell
Publication date
01-08-2016
Publisher
Springer US
Published in
Autonomous Robots / Issue 6/2016
Print ISSN: 0929-5593
Electronic ISSN: 1573-7527
DOI
https://doi.org/10.1007/s10514-015-9504-6

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