Trunk Pitch Oscillations for Joint Load Redistribution in Humans and Humanoid Robots

Creating natural-looking running gaits for humanoid robots is a complex task due to the underactuated degree of freedom in the trunk, which makes the motion planning and control difficult. The research on trunk movements in human locomotion is insufficient, and no formalism is known to transfer human motion patterns onto robots. Related work mostly focuses on the lower extremities, and simplifies the problem by stabilizing the trunk at a fixed angle. In contrast, humans display significant trunk motions that follow the natural dynamics of the gait. In this work, we use a spring-loaded inverted pendulum model with a trunk (TSLIP) together with a virtual point (VP) target to create trunk oscillations and investigate the impact of these movements. We analyze how the VP location and forward speed determine the direction and magnitude of the trunk oscillations. We show that positioning the VP below the center of mass (CoM) can explain the forward trunk pitching observed in human running. The VP below the CoM leads to a synergistic work between the hip and leg, reducing the leg loading. However, it comes at the cost of increased peak hip torque. Our results provide insights for leveraging the trunk motion to redistribute joint loads and potentially improve the energy efficiency in humanoid robots.

[1]  Majid Nili Ahmadabadi,et al.  Robust hopping based on virtual pendulum posture control , 2013, Bioinspiration & biomimetics.

[2]  R. Hinrichs Upper extremity function in running II. Angular momentum considerations , 1987 .

[3]  R. Blickhan,et al.  Force direction patterns promote whole body stability even in hip-flexed walking, but not upper body stability in human upright walking , 2017, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[4]  Henrique Ballalai Ferraz,et al.  Postural control in Parkinson's disease. , 2014, Brazilian journal of otorhinolaryngology.

[5]  Zhuohua Shen,et al.  A Nonlinear Leg Damping Model for the Prediction of Running Forces and Stability , 2015 .

[6]  Satoshi Shigemi,et al.  ASIMO and Humanoid Robot Research at Honda , 2018, Humanoid Robotics: A Reference.

[7]  Christine Chevallereau,et al.  Systematic Design of Within-Stride Feedback Controllers for Walking , 2018 .

[8]  P. de Leva Adjustments to Zatsiorsky-Seluyanov's segment inertia parameters. , 1996, Journal of biomechanics.

[9]  Maziar Ahmad Sharbafi Bioinspired template-based control of legged locomotion , 2018 .

[10]  Susanne W. Lipfert,et al.  Upright human gait did not provide a major mechanical challenge for our ancestors. , 2010, Nature communications.

[11]  T. McMahon,et al.  The mechanics of running: how does stiffness couple with speed? , 1990, Journal of biomechanics.

[12]  Reinhard Blickhan,et al.  Trunk orientation causes asymmetries in leg function in small bird terrestrial locomotion , 2014, Proceedings of the Royal Society B: Biological Sciences.

[13]  Siavash Rezazadeh,et al.  Toward step-by-step synthesis of stable gaits for underactuated compliant legged robots , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[14]  R. Blickhan The spring-mass model for running and hopping. , 1989, Journal of biomechanics.

[15]  Andrew T. Peekema Template-based control of the bipedal robot ATRIAS , 2015 .

[16]  D. Bramble,et al.  Endurance running and the evolution of Homo , 2004, Nature.

[17]  R. Blickhan,et al.  Increasing trunk flexion transforms human leg function into that of birds despite different leg morphology , 2017, Journal of Experimental Biology.

[18]  Oskar von Stryk,et al.  HuMoD - A versatile and open database for the investigation, modeling and simulation of human motion dynamics on actuation level , 2015, 2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids).

[19]  K. R. Williams,et al.  Relationship between distance running mechanics, running economy, and performance. , 1987, Journal of applied physiology.

[20]  A. Schache,et al.  The coordinated movement of the lumbo-pelvic-hip complex during running: a literature review. , 1999, Gait & posture.

[21]  D G Lloyd,et al.  The influence of speed and size on avian terrestrial locomotor biomechanics: Predicting locomotion in extinct theropod dinosaurs , 2018, PloS one.

[22]  A. Thorstensson,et al.  Trunk movements in human locomotion. , 1984, Acta physiologica Scandinavica.

[23]  H Kunz,et al.  Biomechanical analysis of sprinting: decathletes versus champions. , 1981, British journal of sports medicine.

[24]  Hsiang-Ling Teng Influence of sagittal plane trunk posture on lower extremity biomechanics during running , 2013 .

[25]  S. Gatesy,et al.  Bipedal locomotion: effects of speed, size and limb posture in birds and humans , 1991 .

[26]  Reinhard Blickhan,et al.  Positioning the hip with respect to the COM: Consequences for leg operation. , 2015, Journal of theoretical biology.

[27]  Atsuo Takanishi,et al.  Development of a biped walking robot compensating for three-axis moment by trunk motion , 1993, Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '93).

[28]  Lauren Heitkamp The Role of the Gluteus Maximus on Trunk Stability in Human Endurance Running , 2016 .

[29]  Roy Müller,et al.  Ground reaction forces intersect above the center of mass even when walking down visible and camouflaged curbs , 2019, Journal of Experimental Biology.