Abstract-Robots are increasingly being required to perform tasks which involve contacts with the environment. This paper addresses the problem of estimating environmental constraints on the robot's motion. We present a method which estimates such constraints, by computing the null space of a set of velocity vectors which differ from commanded velocities during contacts. We further extend this method to handle unilateral constraints, for example when the robot touches a rigid surface. Unlike previous work, our method is based on kinematics analysis, using only proprioceptive joint encoders, thus there is no need for either expensive force-torque sensors or tactile sensors at the contact points or any use of vision. We first show results of experiments with a simulated robot in a variety of situations, and we analyse the effect of various levels of observation noise on the resulting contact estimates. Finally we evaluate the performance of our method on two sets of experiments using a KUKA LWR IV manipulator, tasked with exploring and estimating the constraints caused by a horizontal surface and an inclined surface.
Recently in REF , we presented a method for reliably estimating the kinematic constraints arising from contacts that limit the free motion space of the robot.
Kinematics-based estimation of contact constraints using only proprioception
2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids)
2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids)
Engineering Computer Science