Kinematics-Based Estimation of Contact Constraints Using Only Proprioception

Valerio Ortenzi, Hsiu-Chin Lin, Morteza Azad, Rustam Stolkin, Kuo Jeffrey, Michael Mistry

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract / Description of output

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.
Original languageEnglish
Title of host publicationHumanoid Robots (Humanoids), 2016 IEEE-RAS 16th International Conference on
Place of PublicationCancun, Mexico
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages1304-1311
Number of pages8
ISBN (Electronic)978-1-5090-4718-5
ISBN (Print)978-1-5090-4719-2
DOIs
Publication statusPublished - 17 Nov 2016
Event2016 IEEE-RAS 16th International Conference on Humanoid Robots - The Westin Resort & Spa, Cancun, Mexico
Duration: 15 Nov 201617 Nov 2016
http://www.humanoids2016.org/

Publication series

Name
PublisherIEEE
ISSN (Electronic)2164-0580

Conference

Conference2016 IEEE-RAS 16th International Conference on Humanoid Robots
Abbreviated titleHumanoids 2016
Country/TerritoryMexico
CityCancun
Period15/11/1617/11/16
Internet address

Fingerprint

Dive into the research topics of 'Kinematics-Based Estimation of Contact Constraints Using Only Proprioception'. Together they form a unique fingerprint.

Cite this