J Intell Robot Syst (2011) 63:211–231
DOI 10.1007/s10846-010-9525-5
Human-and-Humanoid Postures Under External
Disturbances: Modeling, Simulation, and Robustness.
Part 2: Simulation and Robustness
Miomir Vukobratovic · Milena Milojevic ·
Spyros Tzafestas · Milos Jovanovic · Veljko Potkonjak
Received: 21 October 2010 / Accepted: 8 December 2010 / Published online: 14 January 2011
© Springer Science+Business Media B.V. 2011
Abstract The sophisticated method for mathematical modeling of humanoid robots
formulated in Part 1 of this paper is applied here to the dynamic task of keeping
a posture under disturbance, which is equally important to humans and humanoid
robots. The idea of this work is to develop and realize a simulator tool for dynamic
analysis of human-or-humanoid behavior under disturbances. To show the potentials
and verify this tool, we comparatively analyze the robustness of some postures to
external disturbance. At this stage of research we do not conduct real experiments
with humans/humanoids but try to verify our simulation tool by relying on available
experience. Therefore, the postures for comparison are taken from everyday life
and from sports: upright standing, squat posture, and three karate postures. As the
external disturbance we choose an impulse and a permanent force, both with variable
direction and magnitude.
Keywords Posture · Robustness · Disturbance · Dynamic model · Simulation
M. Vukobratovic · M. Milojevic · M. Jovanovic
Institute “Mihajlo Pupin”, Volgina 15, 11000 Belgrade, Serbia
M. Vukobratovic
e-mail: vuk@robot.imp.bg.ac.rs
M. Milojevic
e-mail: milenamilojevic@live.com
M. Jovanovic
e-mail: milos@robot.imp.bg.ac.rs
S. Tzafestas
Nacional Technical University of Athens, Zographou, 15773, Athens, Greece
e-mail: tzafesta@softlab.ntua.gr
V. Potkonjak (B )
Faculty of Electrical Engineering, University of Belgrade,
Bulevar Kralja Aleksandra 73,
11000 Belgrade, Serbia
e-mail: potkonjak@yahoo.com