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2017 | OriginalPaper | Buchkapitel

Method and Experiment of the NAO Humanoid Robot Walking on a Slope Based on CoM Motion Estimation and Control

verfasst von : Qingdan Yuan, Zhigang Xi, Qinghua Lu, Zhihao Lin

Erschienen in: Intelligent Robotics and Applications

Verlag: Springer International Publishing

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Abstract

In this paper, a method of biped walking on a slope is studied, taking the NAO humanoid robot as research object. Firstly, we adopt the 3D linear inverted pendulum mode (3D-LIPM) to generate walking pattern, and obtain the reference trajectory of the center of mass (CoM). Then the Denavit-Hatenberg (D-H) parameters of the leg chain are determined based on the analysis of the NAO leg configuration. Finally in the process of walking, an extended Kalman filter (EKF) via fusing sensor data is used to estimate the robot’s CoM motion, in addition, an inverse kinematics (IK) controller is implemented which regulates the CoM position state in real time based on position tracking errors. On a slope with given angle, walking uphill and downhill experiments are conducted. The experimental results show that for the NAO humanoid robot, the deviation of walking direction can be controlled within 2 cm, so that it can keep walking stability for a long distance.

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Literatur
1.
Zurück zum Zitat Kagami, S., Kitagawa, T., Nishiwaki, K., Sugihara, T., Inaba, M.: A fast dynamically equilibrated walking trajectory generation method of humanoid robot. Auton. Robots 12(1), 71–82 (2002)CrossRefMATH Kagami, S., Kitagawa, T., Nishiwaki, K., Sugihara, T., Inaba, M.: A fast dynamically equilibrated walking trajectory generation method of humanoid robot. Auton. Robots 12(1), 71–82 (2002)CrossRefMATH
2.
Zurück zum Zitat Kajita, S., Kanehiro, F., Kaneko, K., Yokoi, K.: The 3-D linear inverted pendulum mode: a simple modeling for a biped walking pattern generation. IEEE/RSJ Int. Conf. Intell. Robots Syst. 1(1), 239–246 (2001) Kajita, S., Kanehiro, F., Kaneko, K., Yokoi, K.: The 3-D linear inverted pendulum mode: a simple modeling for a biped walking pattern generation. IEEE/RSJ Int. Conf. Intell. Robots Syst. 1(1), 239–246 (2001)
3.
Zurück zum Zitat Nagasaka, K., Inoue, H., Inaba, M.: Dynamic walking pattern generation for a humanoid robot based on optimal gradient method. IEEE Int. Conf. Syst. 6(6), 908–913 (1999) Nagasaka, K., Inoue, H., Inaba, M.: Dynamic walking pattern generation for a humanoid robot based on optimal gradient method. IEEE Int. Conf. Syst. 6(6), 908–913 (1999)
4.
Zurück zum Zitat Zheng, Y.F., Shen, J.: Gait synthesis for the SD-2 biped robot to climb sloping surface. IEEE Trans. Robot. Autom. 6(1), 86–96 (1990)CrossRef Zheng, Y.F., Shen, J.: Gait synthesis for the SD-2 biped robot to climb sloping surface. IEEE Trans. Robot. Autom. 6(1), 86–96 (1990)CrossRef
5.
Zurück zum Zitat Chew, C.M., Pratt, J., Pratt, G.: Blind walking of a planar bipedal robot on sloped terrain. In: IEEE International Conference on Robotics and Automation, pp. 381–386. IEEE press, New York (1999) Chew, C.M., Pratt, J., Pratt, G.: Blind walking of a planar bipedal robot on sloped terrain. In: IEEE International Conference on Robotics and Automation, pp. 381–386. IEEE press, New York (1999)
6.
Zurück zum Zitat Kim, J.Y., Park, I.W., Oh, J.H.: Walking control algorithm of biped humanoid robot on uneven and inclined floor. J. Intell. Robot. Syst. 48(4), 457–484 (2007)CrossRef Kim, J.Y., Park, I.W., Oh, J.H.: Walking control algorithm of biped humanoid robot on uneven and inclined floor. J. Intell. Robot. Syst. 48(4), 457–484 (2007)CrossRef
7.
Zurück zum Zitat Yang, L., Chew, C.M., Zielinska, T., Poo, A.N.: A uniform biped gait generator with offline optimization and online adjustable parameters. Robotica 25(5), 549–565 (2007)CrossRef Yang, L., Chew, C.M., Zielinska, T., Poo, A.N.: A uniform biped gait generator with offline optimization and online adjustable parameters. Robotica 25(5), 549–565 (2007)CrossRef
8.
Zurück zum Zitat Vundavilli, P.R., Pratihar, D.K.: Soft computing-based gait planners for a dynamically balanced biped robot negotiating sloping surfaces. Appl. Soft Comput. 9(1), 191–208 (2009)CrossRef Vundavilli, P.R., Pratihar, D.K.: Soft computing-based gait planners for a dynamically balanced biped robot negotiating sloping surfaces. Appl. Soft Comput. 9(1), 191–208 (2009)CrossRef
9.
Zurück zum Zitat Liu, J., Urbann, O.: Bipedal walking with dynamic balance that involves three-dimensional upper body motion. Robot. Auton. Syst. 77(C), 39–54 (2016)CrossRef Liu, J., Urbann, O.: Bipedal walking with dynamic balance that involves three-dimensional upper body motion. Robot. Auton. Syst. 77(C), 39–54 (2016)CrossRef
10.
Zurück zum Zitat Shahabazi, H., Jamshidi, K., Hasan, A.: Sensor-based programming of central pattern generators in humanoid robots. Int. J. Adv. Robot. Syst. 10(3), 1 (2013) Shahabazi, H., Jamshidi, K., Hasan, A.: Sensor-based programming of central pattern generators in humanoid robots. Int. J. Adv. Robot. Syst. 10(3), 1 (2013)
11.
Zurück zum Zitat Hornung, A., Oβwald, S., Maier, D., Bennewitz, M.: Monte carlo localization for humanoid robot navigation in complex indoor environments. Int. J. Humanoid Robot. 11(2), 793–806 (2014)CrossRef Hornung, A., Oβwald, S., Maier, D., Bennewitz, M.: Monte carlo localization for humanoid robot navigation in complex indoor environments. Int. J. Humanoid Robot. 11(2), 793–806 (2014)CrossRef
12.
Zurück zum Zitat Wu, C.M., Huang, C.P., Hsieh, C.H., Song, K.T.: A novel sensory mapping design for bipedal walking on a sloped surface. Int. J. Adv. Robot. Syst. 9(4), 1 (2012)CrossRef Wu, C.M., Huang, C.P., Hsieh, C.H., Song, K.T.: A novel sensory mapping design for bipedal walking on a sloped surface. Int. J. Adv. Robot. Syst. 9(4), 1 (2012)CrossRef
13.
Zurück zum Zitat Vukobratovic, M., Borovac, B.: Zero-moment point – thirty five years of its life. Int. J. Humanoid Robot. 1(1), 157–173 (2004)CrossRef Vukobratovic, M., Borovac, B.: Zero-moment point – thirty five years of its life. Int. J. Humanoid Robot. 1(1), 157–173 (2004)CrossRef
14.
Zurück zum Zitat Tsuji, T., Ohnishi, K.: A control of biped robot which applies inverted pendulum mode with virtual supporting point. In: International Workshop on Advanced Motion Control, pp. 478–483 (2002) Tsuji, T., Ohnishi, K.: A control of biped robot which applies inverted pendulum mode with virtual supporting point. In: International Workshop on Advanced Motion Control, pp. 478–483 (2002)
15.
Zurück zum Zitat Ali, F., Shukor, A.Z.H., Miskon, M.F., Nor, M.K.M., Salim, S.I.M.: 3-D biped robot walking along slope with dual length linear inverted pendulum method. Int. J. Adv. Robot. Syst. 10(377), 1–12 (2013) Ali, F., Shukor, A.Z.H., Miskon, M.F., Nor, M.K.M., Salim, S.I.M.: 3-D biped robot walking along slope with dual length linear inverted pendulum method. Int. J. Adv. Robot. Syst. 10(377), 1–12 (2013)
16.
Zurück zum Zitat Lin, P.C., Komsuoglu, H., Koditschek, D.E.: A leg configuration measurement system for full-body pose estimates in a hexapod robot. IEEE Trans. Robot. 21(3), 411–422 (2005)CrossRef Lin, P.C., Komsuoglu, H., Koditschek, D.E.: A leg configuration measurement system for full-body pose estimates in a hexapod robot. IEEE Trans. Robot. 21(3), 411–422 (2005)CrossRef
Metadaten
Titel
Method and Experiment of the NAO Humanoid Robot Walking on a Slope Based on CoM Motion Estimation and Control
verfasst von
Qingdan Yuan
Zhigang Xi
Qinghua Lu
Zhihao Lin
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-65298-6_15