期刊名称：International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN：2158-107X
电子版ISSN：2156-5570
出版年度：2019
卷号：10
期号：8
页码：518-521
出版社：Science and Information Society (SAI)
摘要：Taking into account that in Peru, there is an
increase in people with difficulties in speaking or communicating.
According to the National Institute of Statistics and Informatics
of Peru (INEI for its acronym in Spanish), around 80000 people
use the gesturing language. For this reason, this research
proposes to use the electromyography (EMG) signals to detect
the hand movement and identify the alphabet of the sign
language to provide essential communication to people who need
it. The idea is to classify the signals and recognize the letters of
the Spanish alphabet, interpreted in the Peruvian sign language.
The results show the classification of the 27 letters of the
alphabet with a general success rate of 93.9%.
关键词：Electromyography; EMG; sign language; essential
communication; recognize the letters
