An Interactive Astronaut-Robot System with Gesture Control

المؤلفون المشاركون

Liu, Jinguo
Ju, Zhaojie
Luo, Yifan

المصدر

Computational Intelligence and Neuroscience

العدد

المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2016-04-11

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

الأحياء

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1099760