A novel EMG-based human-computer interface for persons with disability

被引:5
|
作者
Moon, I [1 ]
Lee, M [1 ]
Mun, M [1 ]
机构
[1] KOREC, Inchon, South Korea
关键词
D O I
10.1109/ICMECH.2004.1364493
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a novel EMG-based human-computer interface (HCI) for persons with disabilities. The interaction commands for the HCI consist of four commands, that are composed by combination of three elevation motions of shoulders such as left, right and both elevations. By comparing EMG signals on the Levator scapulae muscles with predetermined double threshold values', each elevation motion is recognized To achieve a real-time EMG processing hardware, high- and low-pass filter, band-pass and -rejection filter, a full rectifier and a mean absolute value circuit are embedded on a board with a high-speed microprocessor. From experimental results using the implemented real-time EMG processing hardware, we show that the proposed wireless EMG-based HCI is feasible for the disabled.
引用
收藏
页码:519 / 524
页数:6
相关论文
共 50 条
  • [22] Face direction-based human-computer interface using image observation and EMG signal for the disabled
    Moon, I
    Kim, K
    Ryu, J
    Mun, M
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2003, : 1515 - 1520
  • [23] A real-time EMG-based assistive computer interface for the upper limb disabled
    Choi, Changmok
    Kim, Jung
    [J]. 2007 IEEE 10TH INTERNATIONAL CONFERENCE ON REHABILITATION ROBOTICS, VOLS 1 AND 2, 2007, : 459 - 462
  • [24] The Human-Computer Interface in Computer-Based Concussion Assessment
    Woodard, John L.
    Rahman, Annalise A. M.
    [J]. JOURNAL OF CLINICAL SPORT PSYCHOLOGY, 2012, 6 (04) : 385 - 408
  • [25] Design of a Novel Efficient Human-Computer Interface: An Electrooculagram Based Virtual Keyboard
    Usakli, Ali Bulent
    Gurkan, Serkan
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2010, 59 (08) : 2099 - 2108
  • [26] Human-Computer Interaction: Process and Principles of Human-Computer Interface Design
    Chao, Gong
    [J]. 2009 INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING, PROCEEDINGS, 2009, : 230 - 233
  • [27] A study of EMG-based neuromuscular interface for elbow joint
    Tao, Ran
    Xie, Sheng Quan
    Pau, James W. L.
    [J]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8917 : 224 - 233
  • [28] EMG-based high level human-robot interaction system for people with disability
    Rani, P
    Sarkar, MS
    [J]. 2005 IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN), 2005, : 280 - 285
  • [29] A Study of EMG-Based Neuromuscular Interface for Elbow Joint
    Tao, Ran
    Xie, Sheng Quan
    Pau, James W. L.
    [J]. INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2014, PT I, 2014, 8917 : 224 - 233
  • [30] A Proposal of EMG-based Teleoperation Interface for Distance Mobility
    Sasaki, Yuma
    Kondo, Toshiyuki
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 2904 - 2909