An Interactive Astronaut-Robot System with Gesture Control

Joint Authors

Liu, Jinguo
Ju, Zhaojie
Luo, Yifan

Source

Computational Intelligence and Neuroscience

Issue

Vol. 2016, Issue 2016 (31 Dec. 2015), pp.1-11, 11 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2016-04-11

Country of Publication

Egypt

No. of Pages

11

Main Subjects

Biology

Abstract EN

Human-robot interaction (HRI) plays an important role in future planetary exploration mission, where astronauts with extravehicular activities (EVA) have to communicate with robot assistants by speech-type or gesture-type user interfaces embedded in their space suits.

This paper presents an interactive astronaut-robot system integrating a data-glove with a space suit for the astronaut to use hand gestures to control a snake-like robot.

Support vector machine (SVM) is employed to recognize hand gestures and particle swarm optimization (PSO) algorithm is used to optimize the parameters of SVM to further improve its recognition accuracy.

Various hand gestures from American Sign Language (ASL) have been selected and used to test and validate the performance of the proposed system.

American Psychological Association (APA)

Liu, Jinguo& Luo, Yifan& Ju, Zhaojie. 2016. An Interactive Astronaut-Robot System with Gesture Control. Computational Intelligence and Neuroscience،Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1099760

Modern Language Association (MLA)

Liu, Jinguo…[et al.]. An Interactive Astronaut-Robot System with Gesture Control. Computational Intelligence and Neuroscience Vol. 2016, no. 2016 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1099760

American Medical Association (AMA)

Liu, Jinguo& Luo, Yifan& Ju, Zhaojie. An Interactive Astronaut-Robot System with Gesture Control. Computational Intelligence and Neuroscience. 2016. Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1099760

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1099760