FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2466222407> ?p ?o ?g. }

• W2466222407 endingPage "846" @default.
• W2466222407 startingPage "837" @default.
• W2466222407 abstract "Surface electromyography (sEMG)-based pattern recognition studies have been widely used to improve the classification accuracy of upper limb gestures. Information extracted from multiple sensors of the sEMG recording sites can be used as inputs to control powered upper limb prostheses. However, usage of multiple EMG sensors on the prosthetic hand is not practical and makes it difficult for amputees due to electrode shift/movement, and often amputees feel discomfort in wearing sEMG sensor array. Instead, using fewer numbers of sensors would greatly improve the controllability of prosthetic devices and it would add dexterity and flexibility in their operation. In this paper, we propose a novel myoelectric control technique for identification of various gestures using the minimum number of sensors based on independent component analysis (ICA) and Icasso clustering. The proposed method is a model-based approach where a combination of source separation and Icasso clustering was utilized to improve the classification performance of independent finger movements for transradial amputee subjects. Two sEMG sensor combinations were investigated based on the muscle morphology and Icasso clustering and compared to Sequential Forward Selection (SFS) and greedy search algorithm. The performance of the proposed method has been validated with five transradial amputees, which reports a higher classification accuracy ( > 95%). The outcome of this study encourages possible extension of the proposed approach to real time prosthetic applications." @default.
• W2466222407 created "2016-07-22" @default.
• W2466222407 creator A5003297767 @default.
• W2466222407 creator A5029523168 @default.
• W2466222407 creator A5066206447 @default.
• W2466222407 date "2016-08-01" @default.
• W2466222407 modified "2023-10-15" @default.
• W2466222407 title "Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering" @default.
• W2466222407 cites W1971702085 @default.
• W2466222407 cites W1984252493 @default.
• W2466222407 cites W1986877334 @default.
• W2466222407 cites W1999715507 @default.
• W2466222407 cites W2005333746 @default.
• W2466222407 cites W2006741565 @default.
• W2466222407 cites W2013173737 @default.
• W2466222407 cites W2013463953 @default.
• W2466222407 cites W2021864005 @default.
• W2466222407 cites W2022327534 @default.
• W2466222407 cites W2024158783 @default.
• W2466222407 cites W2027933188 @default.
• W2466222407 cites W2044628302 @default.
• W2466222407 cites W2045036720 @default.
• W2466222407 cites W2046658851 @default.
• W2466222407 cites W2047501720 @default.
• W2466222407 cites W2062431778 @default.
• W2466222407 cites W2066327120 @default.
• W2466222407 cites W2066519883 @default.
• W2466222407 cites W2090664364 @default.
• W2466222407 cites W2111135417 @default.
• W2466222407 cites W2113998107 @default.
• W2466222407 cites W2114424425 @default.
• W2466222407 cites W2115977618 @default.
• W2466222407 cites W2117823215 @default.
• W2466222407 cites W2123917016 @default.
• W2466222407 cites W2132855977 @default.
• W2466222407 cites W2134441737 @default.
• W2466222407 cites W2139235757 @default.
• W2466222407 cites W2144398500 @default.
• W2466222407 cites W2171188488 @default.
• W2466222407 cites W2172156599 @default.
• W2466222407 cites W4310638450 @default.
• W2466222407 doi "https://doi.org/10.1109/tnsre.2015.2478138" @default.
• W2466222407 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26394431" @default.
• W2466222407 hasPublicationYear "2016" @default.
• W2466222407 type Work @default.
• W2466222407 sameAs 2466222407 @default.
• W2466222407 citedByCount "119" @default.
• W2466222407 countsByYear W24662224072016 @default.
• W2466222407 countsByYear W24662224072017 @default.
• W2466222407 countsByYear W24662224072018 @default.
• W2466222407 countsByYear W24662224072019 @default.
• W2466222407 countsByYear W24662224072020 @default.
• W2466222407 countsByYear W24662224072021 @default.
• W2466222407 countsByYear W24662224072022 @default.
• W2466222407 countsByYear W24662224072023 @default.
• W2466222407 crossrefType "journal-article" @default.
• W2466222407 hasAuthorship W2466222407A5003297767 @default.
• W2466222407 hasAuthorship W2466222407A5029523168 @default.
• W2466222407 hasAuthorship W2466222407A5066206447 @default.
• W2466222407 hasBestOaLocation W24662224072 @default.
• W2466222407 hasConcept C105795698 @default.
• W2466222407 hasConcept C116834253 @default.
• W2466222407 hasConcept C153180895 @default.
• W2466222407 hasConcept C154945302 @default.
• W2466222407 hasConcept C159437735 @default.
• W2466222407 hasConcept C207347870 @default.
• W2466222407 hasConcept C2777515770 @default.
• W2466222407 hasConcept C2780598303 @default.
• W2466222407 hasConcept C28490314 @default.
• W2466222407 hasConcept C28826006 @default.
• W2466222407 hasConcept C33923547 @default.
• W2466222407 hasConcept C41008148 @default.
• W2466222407 hasConcept C48209547 @default.
• W2466222407 hasConcept C59822182 @default.
• W2466222407 hasConcept C71924100 @default.
• W2466222407 hasConcept C73555534 @default.
• W2466222407 hasConcept C86803240 @default.
• W2466222407 hasConcept C99508421 @default.
• W2466222407 hasConceptScore W2466222407C105795698 @default.
• W2466222407 hasConceptScore W2466222407C116834253 @default.
• W2466222407 hasConceptScore W2466222407C153180895 @default.
• W2466222407 hasConceptScore W2466222407C154945302 @default.
• W2466222407 hasConceptScore W2466222407C159437735 @default.
• W2466222407 hasConceptScore W2466222407C207347870 @default.
• W2466222407 hasConceptScore W2466222407C2777515770 @default.
• W2466222407 hasConceptScore W2466222407C2780598303 @default.
• W2466222407 hasConceptScore W2466222407C28490314 @default.
• W2466222407 hasConceptScore W2466222407C28826006 @default.
• W2466222407 hasConceptScore W2466222407C33923547 @default.
• W2466222407 hasConceptScore W2466222407C41008148 @default.
• W2466222407 hasConceptScore W2466222407C48209547 @default.
• W2466222407 hasConceptScore W2466222407C59822182 @default.
• W2466222407 hasConceptScore W2466222407C71924100 @default.
• W2466222407 hasConceptScore W2466222407C73555534 @default.
• W2466222407 hasConceptScore W2466222407C86803240 @default.
• W2466222407 hasConceptScore W2466222407C99508421 @default.
• W2466222407 hasIssue "8" @default.
• W2466222407 hasLocation W24662224071 @default.

• next