Wavelet based 2-D ECG compression by implementing of SPIHT algorithm and RL coding

被引:4
|
作者
Nayebi, Somayeh [1 ]
Miranbeigi, Mohammad Hossein [1 ]
Nasrabadi, Ali Motie
机构
[1] Tarbiat Modares Univ, Dept Biomed Engn, Tehran, Iran
关键词
D O I
10.1109/ICALIP.2008.4590242
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A two dimensional (2-D) wavelet based electrocardiogram (ECG) data compression method is presented which employs a set partitioning in hierarchical trees (SPIHT) and Run Length (RL) coding. The proposed 2-D approach utilizes the fact that ECG signal generally show redundancy between adjacent beats and between adjacent samples. Meanwhile a set of wavelet functions for implementation in 2-D ECG array was examined. Eight different wavelets are evaluated for their ability to compress ECG. Results show that RL coding increases the compression ratio in the same error. Moreover Biorthogonal-6.8 is clearly the best performer in the statistical measure among the eight different evaluated wavelets.
引用
收藏
页码:1349 / 1353
页数:5
相关论文
共 50 条
  • [1] a A 2-D ECG Compression Algorithm Based on Modified SPIHT
    Wang, Zhelong
    Zhu, Pengfu
    Chen, Ying
    [J]. 2008 5TH INTERNATIONAL SUMMER SCHOOL AND SYMPOSIUM ON MEDICAL DEVICES AND BIOSENSORS, 2008, : 263 - +
  • [2] Wavelet-based 2-D ECG data compression method using SPIHT and VQ coding
    Sahraeian, S. M. E.
    Fatemizadeh, E.
    [J]. EUROCON 2007: THE INTERNATIONAL CONFERENCE ON COMPUTER AS A TOOL, VOLS 1-6, 2007, : 1297 - 1301
  • [3] An Improved Method for 2-D ECG Compression Based on SPIHT Algorithm
    Nayebi, Somayeh
    Miranbeigi, Mohammad Hosein
    Nasrabadi, Ali Motie
    [J]. 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 2952 - +
  • [4] A 2-D ECG compression method based on wavelet transform and modified SPIHT
    Tai, SC
    Sun, CC
    Yan, WC
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (06) : 999 - 1008
  • [5] Rapid and coding-efficient SPIHT algorithm for wavelet-based ECG data compression
    Hsieh, Jui-Hung
    Lee, Rong-Choi
    Hung, King -Chu
    Shih, Meng-Ju
    [J]. INTEGRATION-THE VLSI JOURNAL, 2018, 60 : 248 - 256
  • [6] Efficient compression of ECG signals based on two dimensional wavelet transform and SPIHT coding algorithm
    Moazami-Goudarzi, M
    Rabiee, HR
    Ghanbari, M
    [J]. METMBS '05: Proceedings of the 2005 International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, 2005, : 82 - 86
  • [7] A 2-D ECG compression algorithm based on wavelet transform and vector quantization
    Wang, Xingyuan
    Meng, Juan
    [J]. DIGITAL SIGNAL PROCESSING, 2008, 18 (02) : 179 - 188
  • [8] Wavelet Compression of ECG Signals Using SPIHT Algorithm
    Pooyan, Mohammad
    Taheri, Ali
    Moazami-Goudarzi, Morteza
    Saboori, Iman
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 2, 2005, 2 : 209 - 212
  • [9] An Efficient Secure ECG Compression Based on 2D-SPIHT and SIT Algorithm
    Jati, Grafika
    Rachmasari, Ardina Rizqy
    Jatmiko, Wisnu
    Mursanto, Petrus
    Sediono, Wahju
    [J]. 2017 INTERNATIONAL WORKSHOP ON BIG DATA AND INFORMATION SECURITY (IWBIS 2017), 2017, : 155 - 160
  • [10] Modified SPIHT wavelet compression for ECG signal
    Singh, M.
    Kumar, V.
    Saxena, S.C.
    [J]. Journal of Medical Engineering and Technology, 2007, 31 (01): : 29 - 35