Fuzzy control of bipedal running with variable speed and apex height

作者: Behzad Hazrati , Behnam Dadashzadeh , Maryam Shoaran

DOI: 10.1007/S40435-019-00518-9

关键词:

摘要: In this paper we propose a fuzzy-based control scheme to generate stable planar biped running gaits with variable apex height and velocity. The considered robot model includes five links locked torso angles, point feet, four actuators at the hip knees. controller two separate levels: upper-level lower-level. lower-level part is composed of state machine, where trajectory sub-phases their switching time are controlled. an event-based fuzzy logic that called each flight phase. We use offline training process for designing rules before controlling robot. Fuzzy iterative computational repeated until convergence. Outputs fed into machine gaits. Simulation results show proposed strategy generates controllable velocity in step. Finally, effects efficiency investigated optimum calculated as function

参考文章(18)
Christine Chevallereau, Jessy W. Grizzle, Eric R. Westervelt, Jun Ho Choi, Benjamin Morris, Feedback Control of Dynamic Bipedal Robot Locomotion ,(2007)
Mark W. Spong, Seth Hutchinson, M. Vidyasagar, Robot Modeling and Control ,(2006)
Jongwon Park, Young Kook Kim, Byungho Yoon, Kyung-Soo Kim, Soohyun Kim, Design, analysis and simulation of biped running robot robot and human interactive communication. pp. 73- 78 ,(2014) , 10.1109/ROMAN.2014.6926233
Behnam Dadashzadeh, Hamid Reza Vejdani, Jonathan Hurst, From template to anchor: A novel control strategy for spring-mass running of bipedal robots intelligent robots and systems. pp. 2566- 2571 ,(2014) , 10.1109/IROS.2014.6942912
B. Imani, A. Ghanbari, S. M. R. S. Noorani, Modeling, path planning and control of a planar five-link bipedal robot by an adaptive fuzzy computed torque controller (AFCTC) international conference on robotics and mechatronics. pp. 49- 54 ,(2013) , 10.1109/ICROM.2013.6510080
Zhao Huihua, Shishir Nadubettu Yadukumar, Aaron D. Ames, Bipedal robotic running with partial hybrid zero dynamics and human-inspired optimization 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. pp. 1821- 1827 ,(2012) , 10.1109/IROS.2012.6386241
Behnam Dadashzadeh, M.J. Mahjoob, M. Nikkhah Bahrami, Chris Macnab, Stable active running of a planar biped robot using Poincare map control Advanced Robotics. ,vol. 28, pp. 231- 244 ,(2014) , 10.1080/01691864.2013.865299
Jung-Wook Suh, Jung-Ju Lee, Dong-Soo Kwon, Underactuated miniature bending joint composed of serial pulleyless rolling joints Advanced Robotics. ,vol. 28, pp. 1- 14 ,(2014) , 10.1080/01691864.2013.854444
D.W. Marhefka, D.E. Orin, J.P. Schmiedeler, K.J. Waldron, Intelligent control of quadruped gallops IEEE-ASME Transactions on Mechatronics. ,vol. 8, pp. 446- 456 ,(2003) , 10.1109/TMECH.2003.820001
Shuuji Kajita, Takashi Nagasaki, Kenji Kaneko, Hirohisa Hirukawa, ZMP-Based Biped Running Control IEEE Robotics & Automation Magazine. ,vol. 14, pp. 63- 72 ,(2007) , 10.1109/MRA.2007.380655