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.
from #AlexandrosSfakianakis via Alexandros G.Sfakianakis on Inoreader http://ift.tt/23wGzP0
via IFTTT
Εγγραφή σε:
Σχόλια ανάρτησης (Atom)
Δημοφιλείς αναρτήσεις
-
Publication date: 18 April 2017 Source: Cell Reports, Volume 19, Issue 3 Author(s): David Estoppey, Chia Min Lee, Marco Janoschke, Boon He...
-
from #AlexandrosSfakianakis via Alexandros G.Sfakianakis on Inoreader http://ift.tt/2oLOayI via IFTTT
-
Abstract Functionalised electrospun polyamide-6 (PA-6) nanofibres incorporating gadolinium oxide nanoparticles conjugated to zinc tetracar...
-
Cytokine-dependent renewal of stem cells is a fundamental requisite for tissue homeostasis and regeneration. Spermatogonial progenitor cells...
-
Yahoo Health Ken Brookes Lost 102 Pounds: 'I Never Want to Go Back to Being Unhealthy' Yahoo Health My wife died of ovarian ...
-
Abstract It has been documented that the purification of inclusion bodies from Escherichia coli by size exclusion chromatography (SEC) ma...
-
Abstract This paper addresses the hybrid consensus-based formation keeping problem for nonholonomic mobile robots in the presence of a nov...
-
Abstract Background Cells in the intervertebral disc have unique phenotypes and marker genes that separate the nucleus pulposus (NP), an...
-
History Day has been the vehicle that creates an understanding and appreciation of history while developing the necessary 21st-century tools...
Δεν υπάρχουν σχόλια:
Δημοσίευση σχολίου