An optimized compression algorithm for real-time ECG data transmission in wireless network of medical information systems

被引:32
|
作者
Cho, Gyoun-Yon [1 ]
Lee, Seo-Joon [2 ]
Lee, Tae-Ro [3 ]
机构
[1] Korea Univ, Hlth Sci Inst, Seoul 136703, South Korea
[2] Korea Univ, Grad Sch, Program Embodiment Hlth Soc Interact BK21PLUS, Dept Publ Hlth Sci, Seoul 136703, South Korea
[3] Korea Univ, Coll Hlth Sci, Sch Hlth Policy & Management, Seoul 136703, South Korea
基金
新加坡国家研究基金会;
关键词
Medical information system; Wireless communications; Compression; EDLZW; ECG;
D O I
10.1007/s10916-014-0161-7
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Recent medical information systems are striving towards real-time monitoring models to care patients anytime and anywhere through ECG signals. However, there are several limitations such as data distortion and limited bandwidth in wireless communications. In order to overcome such limitations, this research focuses on compression. Few researches have been made to develop a specialized compression algorithm for ECG data transmission in real-time monitoring wireless network. Not only that, recent researches' algorithm is not appropriate for ECG signals. Therefore this paper presents a more developed algorithm EDLZW for efficient ECG data transmission. Results actually showed that the EDLZW compression ratio was 8.66, which was a performance that was 4 times better than any other recent compression method widely used today.
引用
收藏
页码:2 / 8
页数:8
相关论文
共 50 条
  • [41] Real-time data management for network information system
    Lee, DC
    COMPUTATIONAL SCIENCE - ICCS 2003, PT IV, PROCEEDINGS, 2003, 2660 : 614 - 625
  • [42] Algorithm for real-time simulation of fluid network systems
    Li, Tian-Duo
    Qin, Rui-Ping
    Lu, Zi-An
    Modelling, simulation & control. B, 1988, 19 (02): : 55 - 64
  • [43] O-MAC: an optimized MAC protocol for concurrent data transmission in real-time wireless sensor networks
    Phan Van Vinh
    Hoon Oh
    Wireless Networks, 2015, 21 : 1847 - 1861
  • [44] O-MAC: an optimized MAC protocol for concurrent data transmission in real-time wireless sensor networks
    Phan Van Vinh
    Oh, Hoon
    WIRELESS NETWORKS, 2015, 21 (06) : 1847 - 1861
  • [45] An In-Network Reduction Algorithm for Real-time Wireless Sensor Network Applications
    Aquino, Andre L. L.
    Loureiro, Antonio A. F.
    Fernandes, Antonio O.
    Mini, Raquel A. F.
    WMUNEP'08 : PROCEEDINGS OF THE FOURTH ACM INTERNATIONAL WORKSHOP ON WIRELESS MULTIMEDIA NETWORKING AND PERFORMANCE MODELING, 2008, : 18 - 25
  • [46] Clinical quality guarantee in real-time ECG compression
    Alesanco, Alvaro
    Garcia, Jose
    Serrano, Pedro
    Ramos, Luciano
    Portoles, Ana
    Istepanian, Robert
    2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 39 - +
  • [47] Design and implementation of a medical platform for real-time and remote ECG monitoring using DigiMesh wireless sensor network technology
    Sahraoui H.
    Dahani A.
    Tigrine A.
    Bouhamdi M.
    Dine K.
    Abdelhamid C.
    Mostefai L.
    Research on Biomedical Engineering, 2023, 39 (04) : 959 - 976
  • [48] A real-time multimedia data transmission rate control using a neural network prediction algorithm
    Kim, YS
    Chong, KT
    WEB TECHNOLOGIES RESEARCH AND DEVELOPMENT - APWEB 2005, 2005, 3399 : 1021 - 1026
  • [49] Real-time Wireless ECG Biometrics with Mobile Devices
    Derawi, Mohammad
    Voitenko, Iurii
    Endrerud, Pal Erik
    2014 INTERNATIONAL CONFERENCE ON MEDICAL BIOMETRICS (ICMB 2014), 2014, : 151 - 156
  • [50] Neural network prediction model for a real-time data transmission
    Chong, Kil To
    Yoo, Sung Goo
    NEURAL COMPUTING & APPLICATIONS, 2006, 15 (3-4): : 373 - 382