Matches in SemOpenAlex for { <https://semopenalex.org/work/W2988396111> ?p ?o ?g. }
- W2988396111 endingPage "260" @default.
- W2988396111 startingPage "248" @default.
- W2988396111 abstract "Bio-signals are distinctive factors in the design of human-machine interface, essentially useful for prosthesis, orthosis, and exoskeletons. Despite the progress in the analysis of pattern recognition based devices; the acceptance of these devices is still questionable. One reason is the lack of information to identify the possible combinations of features and classifiers. Besides; there is also a need for optimal selection of various sensors for sensations such as touch, force, texture, along with EMGs/EEGs. This article reviews the two bio-signal techniques, named as electromyography and electroencephalography. The details of the features and the classifiers used in the data processing for upper limb assist devices are summarised here. Various features and their sets are surveyed and different classifiers for feature sets are discussed on the basis of the classification rate. The review was carried out on the basis of the last 10-12 years of published research in this area. This article also outlines the influence of modality of EMGs and EEGs with other sensors on classifications. Also, other bio-signals used in upper limb devices and future aspects are considered." @default.
- W2988396111 created "2019-11-22" @default.
- W2988396111 creator A5067915588 @default.
- W2988396111 creator A5073018001 @default.
- W2988396111 creator A5073655947 @default.
- W2988396111 date "2020-01-01" @default.
- W2988396111 modified "2023-10-16" @default.
- W2988396111 title "Selection of Features and Classifiers for EMG-EEG-Based Upper Limb Assistive Devices—A Review" @default.
- W2988396111 cites W1560705737 @default.
- W2988396111 cites W1890866759 @default.
- W2988396111 cites W1965867155 @default.
- W2988396111 cites W1966525569 @default.
- W2988396111 cites W1967131163 @default.
- W2988396111 cites W1969563952 @default.
- W2988396111 cites W1977881118 @default.
- W2988396111 cites W1984002649 @default.
- W2988396111 cites W1993526094 @default.
- W2988396111 cites W1994569454 @default.
- W2988396111 cites W2003512661 @default.
- W2988396111 cites W2004158418 @default.
- W2988396111 cites W2008534355 @default.
- W2988396111 cites W2009107851 @default.
- W2988396111 cites W2013463953 @default.
- W2988396111 cites W2017085332 @default.
- W2988396111 cites W2022327534 @default.
- W2988396111 cites W2022856590 @default.
- W2988396111 cites W2027666586 @default.
- W2988396111 cites W2030422345 @default.
- W2988396111 cites W2032135051 @default.
- W2988396111 cites W2032246760 @default.
- W2988396111 cites W2033332600 @default.
- W2988396111 cites W2034948186 @default.
- W2988396111 cites W2039968258 @default.
- W2988396111 cites W2044628302 @default.
- W2988396111 cites W2045893417 @default.
- W2988396111 cites W2052336503 @default.
- W2988396111 cites W2062097818 @default.
- W2988396111 cites W2065987302 @default.
- W2988396111 cites W2075647286 @default.
- W2988396111 cites W2085587256 @default.
- W2988396111 cites W2086087122 @default.
- W2988396111 cites W2089282851 @default.
- W2988396111 cites W2090489814 @default.
- W2988396111 cites W2090492819 @default.
- W2988396111 cites W2097690077 @default.
- W2988396111 cites W2102187116 @default.
- W2988396111 cites W2106526692 @default.
- W2988396111 cites W2115647181 @default.
- W2988396111 cites W2123167643 @default.
- W2988396111 cites W2131966354 @default.
- W2988396111 cites W2132855977 @default.
- W2988396111 cites W2133530044 @default.
- W2988396111 cites W2138239311 @default.
- W2988396111 cites W2140615524 @default.
- W2988396111 cites W2145947508 @default.
- W2988396111 cites W2153727374 @default.
- W2988396111 cites W2160498763 @default.
- W2988396111 cites W2187251603 @default.
- W2988396111 cites W2243789297 @default.
- W2988396111 cites W2261736307 @default.
- W2988396111 cites W2333850542 @default.
- W2988396111 cites W2413089822 @default.
- W2988396111 cites W2496217740 @default.
- W2988396111 cites W2501720163 @default.
- W2988396111 cites W2516710120 @default.
- W2988396111 cites W2528898682 @default.
- W2988396111 cites W2538120249 @default.
- W2988396111 cites W2549264034 @default.
- W2988396111 cites W2555256725 @default.
- W2988396111 cites W2556533447 @default.
- W2988396111 cites W2564798975 @default.
- W2988396111 cites W2572412445 @default.
- W2988396111 cites W2582421004 @default.
- W2988396111 cites W2583625835 @default.
- W2988396111 cites W2591690220 @default.
- W2988396111 cites W2593440111 @default.
- W2988396111 cites W2596332976 @default.
- W2988396111 cites W2599550197 @default.
- W2988396111 cites W2605417236 @default.
- W2988396111 cites W2614556472 @default.
- W2988396111 cites W2684229413 @default.
- W2988396111 cites W2724987239 @default.
- W2988396111 cites W2735762883 @default.
- W2988396111 cites W2735849073 @default.
- W2988396111 cites W2742384162 @default.
- W2988396111 cites W2743949744 @default.
- W2988396111 cites W2750855271 @default.
- W2988396111 cites W2761715633 @default.
- W2988396111 cites W2763160983 @default.
- W2988396111 cites W2765226128 @default.
- W2988396111 cites W2767223895 @default.
- W2988396111 cites W2767382018 @default.
- W2988396111 cites W2767738532 @default.
- W2988396111 cites W2770348256 @default.
- W2988396111 cites W2770962117 @default.
- W2988396111 cites W2772924506 @default.
- W2988396111 cites W2781714299 @default.
- W2988396111 cites W2785506286 @default.