Fuzzy Logic Based Classification for Multifunctional Upper Limb Prostheses

被引：0
|
作者：
Celik, Mehmet Serdar [1 ]
Eminoglu, Ilyas [1 ]
机构：
[1] Ondokuz Mayis Univ, Elekt Elekt Muhendisligi Bolumu, Samsun, Turkey
来源：
2016 MEDICAL TECHNOLOGIES NATIONAL CONFERENCE (TIPTEKNO) | 2015年
关键词：
surface EMG; prosthesis; multifunctional upper limb; fuzzy logic; classification;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper investigate a fuzzy logic based high performance surface EMG classification algorithm for multifunctional upper limb prostheses. In this paper, we record 4 channels EMG data with surface electrodes from the forearm and aimed to recognize 8 different upper limb movements using heuristic fuzzy logic methods from these data. We use 50 surface EMG data for every function and evaluate the performance of this method.
引用
收藏
页数：4
相关论文
共 50 条
  • [21] Sensory feedback for upper limb prostheses
    Hsiao, Steven S.
    Fettiplace, Michael
    Darbandi, Bejan
    ENHANCING PERFORMANCE FOR ACTION AND PERCEPTION: MULTISENSORY INTEGRATION, NEUROPLASTICITY AND NEUROPROSTHETICS, PT II, 2011, 192 : 69 - 81
  • [22] Externally Powered Upper Limb Prostheses
    Kumar, Deonath
    Patra, Karali
    2015 1ST INTERNATIONAL CONFERENCE ON FUTURISTIC TRENDS ON COMPUTATIONAL ANALYSIS AND KNOWLEDGE MANAGEMENT (ABLAZE), 2015, : 61 - 65
  • [23] POWERED UPPER-LIMB PROSTHESES
    MONTGOMERY, SR
    MEDICAL AND BIOLOGICAL ILLUSTRATION, 1969, 19 (04): : 207 - +
  • [24] Experimental study on fuzzy-logic-based impedance control for upper-limb rehabilitation robot
    Xu G.
    Song A.
    Li H.
    Jiqiren/Robot, 2010, 32 (06): : 792 - 798
  • [25] A Hybrid Approach for the Actuation of Upper Limb Prostheses Based on Computer Vision
    Andrade, Dandara T. G.
    Ishikawa, Akari
    Munoz, Amparo D.
    Rohmer, Eric
    2017 LATIN AMERICAN ROBOTICS SYMPOSIUM (LARS) AND 2017 BRAZILIAN SYMPOSIUM ON ROBOTICS (SBR), 2017,
  • [26] Discussion on Fuzzy Logic Operation of Impedance Control for Upper Limb Rehabilitation Robot
    Zhai Yan
    Guo Xiaobo
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING, 2015, 124 : 1434 - 1440
  • [27] A fuzzy logic based rippability classification system
    Basarir, H.
    Karpuz, C.
    Tutluoglu, L.
    JOURNAL OF THE SOUTH AFRICAN INSTITUTE OF MINING AND METALLURGY, 2007, 107 (12): : 817 - +
  • [28] Fuzzy logic based classification of olive oils
    Bargagna, G
    Lazzerini, B
    Partridge, A
    ELECTRONIC NOSES AND OLFACTION 2000, 2000, : 127 - 132
  • [29] Classification of Data Based on a Fuzzy Logic System
    Mohammadian, Masoud
    2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING CONTROL & AUTOMATION, VOLS 1 AND 2, 2008, : 1288 - 1292
  • [30] A fuzzy logic based rippability classification system
    Basarir, H.
    Karpuz, C.
    Tutluoglut, L.
    Journal of the Southern African Institute of Mining and Metallurgy, 2007, 107 (12) : 817 - 829
12345