Accessing your navigation plans! human-robot intention transfer using eye-tracking glasses

Ravi Teja Chadalavada, Henrik Andreasson, Maike Schindler, Rainer Palm, Achim J. Lilienthal

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Robots in human co-habited environments need human-aware task and motion planning, ideally responding to people’s motion intentions as soon as they can be inferred from human cues. Eye gaze can convey information about intentions beyond trajectory and head pose of a person. Hence, we propose eye-tracking glasses as safety equipment in industrial environments shared by humans and robots. This paper investigates the possibility of human-to-robot implicit intention transference solely from eye gaze data. We present experiments in which humans wearing eye-tracking glasses encountered a small forklift truck under various conditions. We evaluate how the observed eye gaze patterns of the participants related to their navigation decisions. Our analysis shows that people primarily gazed on that side of the robot they ultimately decided to pass by. We discuss implications of these results and relate to a control approach that uses human eye gaze for early obstacle avoidance.

Original languageEnglish
Title of host publicationAdvances in Manufacturing Technology XXXII - Proceedings of the 16th International Conference on Manufacturing Research, ICMR 2018, incorporating the 33rd National Conference on Manufacturing Research
EditorsPeter Thorvald, Keith Case
PublisherIOS Press BV
Pages253-258
Number of pages6
ISBN (Electronic)9781614994398
DOIs
StatePublished - 2018
Externally publishedYes
Event16th International Conference on Manufacturing Research, ICMR 2018 - Skovde, Sweden
Duration: 11 Sep 201813 Sep 2018

Publication series

NameAdvances in Transdisciplinary Engineering
Volume8
ISSN (Print)2352-751X
ISSN (Electronic)2352-7528

Conference

Conference16th International Conference on Manufacturing Research, ICMR 2018
Country/TerritorySweden
CitySkovde
Period11/09/1813/09/18

Keywords

  • Eye-Tracking Glasses
  • Eye-tracking
  • Human-Robot Interaction (HRI)
  • Implicit Intention Transference
  • Navigation Intent
  • Obstacle avoidance

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