Abstract
This paper proposes a footstep planning algorithm based on univector field method optimized by evolutionary programming for humanoid robot to arrive at a target point in a dynamic environment. The univector field method is employed to determine the moving direction of the humanoid robot at every footstep. Modifiable walking pattern generator, extending the conventional 3D-LIPM method by allowing the ZMP variation while in single support phase, is utilized to generate every joint trajectory of a robot satisfying the planned footstep. The proposed algorithm enables the humanoid robot not only to avoid either static or moving obstacles but also step over static obstacles. The performance of the proposed algorithm is demonstrated by computer simulations using a modeled small-sized humanoid robot HanSaRam (HSR)-VIII.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Nishiwaki, K., Sugihara, T., Kagami, S., Kanehiro, F., Inaba, M., Inoue, H.: Design and Development of Research Platform for Perception- Action Integration in Humanoid Robot: H6. In: Proc. IEEE/RSJ Int. Conference on Intelligent Robots and Systems, pp. 1559–1564 (2000)
Kaneko, K., Kanehiro, F., Kajita, S., Hirukawa, H., Kawasaki, T., Hirata, M., Akachi, K., Isozumi, T.: Humanoid Robot HRP-2. In: Proc. IEEE Int’l. Conf. on Robotics and Automation, ICRA 2004 (2004)
Sakagami, Y., Watanabe, R., Aoyama, C., Matsunaga, S., Higaki, N., Fujimura, K.: The intelligent ASIMO: system overview and integration. In: Proc. of IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, pp. 2478–2483 (2002)
Ogura, Y., Aikawa, H., Shimomura, K., Kondo, H., Morishima, A., Lim, H., Takanishi, A.: Development of a New Humanoid Robot WABIAN-2. In: Proc. IEEE Int’l. Conf. on Robotics and Automation, ICRA 2006 (2006)
Kim, Y.-D., Lee, B.-J., Ryu, J.-H., Kim, J.-H.: Landing Force Control for Humanoid Robot by Time-Domain Passivity Approach. IEEE Trans. on Robotics 23(6), 1294–1301 (2007)
Kanal, L., Kumar, V. (eds.): Search in Artificial Intelligence. Springer, New York (1988)
Borenstein, J., Koren, Y.: Real-time obstacle avoidance for fast mobile robots. IEEE Trans. Syst., Man, Cybern. 20, 1179–1187 (1989)
Borenstein, J., Koren, Y.: The vector field histogram-fast obstacle avoidance for mobile robots. IEEE Trans. Syst., Man, Cybern. 7, 278–288 (1991)
Yagi, M., Lumelsky, V.: Biped Robot Locomotion in Scenes with Unknown Obstacles. In: Proc. IEEE Int’l. Conf. on Robotics and Automation (ICRA 1999), Detroit, MI, May 1999, pp. 375–380 (1999)
Chestnutt, J., Lau, M., Cheung, G., Kuffner, J., Hodgins, J., Kanade, T.: Footstep planning for the honda asimo humanoid. In: Proc. of IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, pp. 631–636 (2005)
Ayaz, Y., Munawar, K., Bilal Malik, M., Konno, A., Uchiyama, M.: Human-Like Approach to Footstep Planning Among Obstacles for Humanoid Robots. In: Proc. of IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, pp. 5490–5495 (2006)
Kim, Y.-J., Kim, J.-H., Kwon, D.-S.: Evolutionary Programming-Based Uni-vector Field Navigation Method for Fast Mobile Robots. IEEE Trans. on Systems, Man and Cybernetics - Part B - Cybernetics 31(3), 450–458 (2001)
Kim, Y.-J., Kim, J.-H., Kwon, D.-S.: Univector Field Navigation Method for Fast Mobile Robots. Korea Advanced Institute of Science and Technology, Ph.D. Thesis
Lee, B.-J., Stonier, D., Kim, Y.-D., Yoo, J.-K., Kim, J.-H.: Modifiable Walking Pattern of a Humanoid Robot by Using Allowable ZMP Variation. IEEE Transaction on Robotics 24(4), 917–925 (2008)
Lim, Y.-S., Choi, S.-H., Kim, J.-H., Kim, D.-H.: Evolutionary Univector Field-based Navigation with Collision Avoidance for Mobile Robot. In: Proc. 17th World Congress The International Federation of Automatic Control, Seoul, Korea (July 2008)
Michel, O.: Cyberbotics Ltd. WebotsTM: Professional mobile robot simulation. Int. J. of Advanced Robotic Systems 1(1), 39–42 (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Hong, Y., Kim, JH. (2009). Footstep Planning Based on Univector Field Method for Humanoid Robot. In: Kim, JH., et al. Advances in Robotics. FIRA 2009. Lecture Notes in Computer Science, vol 5744. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03983-6_17
Download citation
DOI: https://doi.org/10.1007/978-3-642-03983-6_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-03982-9
Online ISBN: 978-3-642-03983-6
eBook Packages: Computer ScienceComputer Science (R0)