Human-Robot Motion: An Attention-Based Navigation Approach

Thierry Fraichard 1, * Remi Paulin 1 Patrick Reignier 1, *
* Corresponding author
1 PRIMA - Perception, recognition and integration for observation of activity
Inria Grenoble - Rhône-Alpes, UJF - Université Joseph Fourier - Grenoble 1, INPG - Institut National Polytechnique de Grenoble , CNRS - Centre National de la Recherche Scientifique : UMR5217
Abstract : Mobile robot companions are service robots that are mobile and designed to share our living space. For such robots, mobility is essential and their coexistence with humans adds new aspects to the mobility issue: the first one is to obtain appropriate motion and the second one is interaction through motion. We encapsulate these two aspects in the term Human-Robot Motion (HRM) with reference to Human-Robot Interaction. The long-term issue is to design robot companions whose motions, while remaining safe, are deemed appropriate from a human point of view. This is the key to the acceptance of such systems in our daily lives. The primary purpose of this paper is to explore how the psychological concept of attention can be taken into account in HRM. To that end, we build upon an existing model of attention that computes an attention matrix that describes how the attention of each person is distributed among the different elements, persons and objects, of his/her environment. Using the attention matrix, we propose the novel concept of attention field that can be viewed as an attention predictor. Using different case studies, we show how the attention matrix and the attention field can be used in HRM.
Document type :
Conference papers
Complete list of metadatas

Cited literature [20 references]  Display  Hide  Download

https://hal.inria.fr/hal-01018471
Contributor : Thierry Fraichard <>
Submitted on : Friday, July 4, 2014 - 12:13:36 PM
Last modification on : Monday, August 19, 2019 - 4:42:02 PM
Long-term archiving on : Saturday, October 4, 2014 - 11:11:35 AM

File

14-roman-fraichard-etal.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01018471, version 1

Collections

Citation

Thierry Fraichard, Remi Paulin, Patrick Reignier. Human-Robot Motion: An Attention-Based Navigation Approach. IEEE Int. Symp. on Robot and Human Interactive Communication (ROMAN), Aug 2014, Edinburgh, United Kingdom. ⟨hal-01018471⟩

Share

Metrics

Record views

809

Files downloads

319