Wavelet-Based Watermarking and Compression for ECG Signals with Verification Evaluation

被引:41
|
作者
Tseng, Kuo-Kun [1 ]
He, Xialong [1 ]
Kung, Woon-Man [2 ,3 ]
Chen, Shuo-Tsung [4 ]
Liao, Minghong [5 ]
Huang, Huang-Nan [6 ]
机构
[1] Harbin Inst Technol, Dept Comp Sci & Technol, Shenzhen Grad Sch, Shenzhen 518055, Peoples R China
[2] Chinese Culture Univ, Coll Educ, Dept Exercise & Hlth Promot, Luodong 265, Yilan, Taiwan
[3] Lotung Poh Ai Hosp, Dept Neurosurg, Lo Hsu Fdn, Luodong 265, Yilan, Taiwan
[4] Tunghai Univ, Dept Appl Math, Taichung 40704, Taiwan
[5] Xiamen Univ, Dept Software Engn, Xiamen 361005, Peoples R China
[6] Tunghai Univ, Dept Appl Math, Taichung 40704, Taiwan
关键词
integrating; watermarking; ECG; compression; AUDIO WATERMARKING; SCHEME;
D O I
10.3390/s140203721
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In the current open society and with the growth of human rights, people are more and more concerned about the privacy of their information and other important data. This study makes use of electrocardiography (ECG) data in order to protect individual information. An ECG signal can not only be used to analyze disease, but also to provide crucial biometric information for identification and authentication. In this study, we propose a new idea of integrating electrocardiogram watermarking and compression approach, which has never been researched before. ECG watermarking can ensure the confidentiality and reliability of a user's data while reducing the amount of data. In the evaluation, we apply the embedding capacity, bit error rate (BER), signal-to-noise ratio (SNR), compression ratio (CR), and compressed-signal to noise ratio (CNR) methods to assess the proposed algorithm. After comprehensive evaluation the final results show that our algorithm is robust and feasible.
引用
收藏
页码:3721 / 3736
页数:16
相关论文
共 50 条
  • [21] Comparative evaluation of wavelet-based digital image watermarking
    Najarian, K
    Liu, J
    El-Kwae, E
    2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS: VOL I: SPEECH PROCESSING 1; VOL II: SPEECH PROCESSING 2 IND TECHNOL TRACK DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS NEURALNETWORKS FOR SIGNAL PROCESSING; VOL III: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING - VOL IV: SIGNAL PROCESSING FOR COMMUNICATIONS; VOL V: SIGNAL PROCESSING EDUCATION SENSOR ARRAY & MULTICHANNEL SIGNAL PROCESSING AUDIO & ELECTROACOUSTICS; VOL VI: SIGNAL PROCESSING THEORY & METHODS STUDENT FORUM, 2001, : 4029 - 4029
  • [22] Wavelet-based digital watermarking
    Al-Mohimeed, MA
    SECURITY AND WATERMARKING OF MULTIMEDIA CONTENTS III, 2001, 4314 : 418 - 423
  • [23] A wavelet-based ECG delineator:: Evaluation on standard databases
    Martínez, JP
    Almeida, R
    Olmos, S
    Rocha, AP
    Laguna, P
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2004, 51 (04) : 570 - 581
  • [24] Wavelet-based low-delay ECG compression algorithm for continuous ECG transmission
    Kim, BS
    Yoo, SK
    Lee, MH
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2006, 10 (01): : 77 - 83
  • [25] Performance evaluation of wavelet-based ECG compression algorithms for telecardiology application over CDMA network
    Kim, Byung S.
    Yoo, Sun K.
    MEDICAL INFORMATICS AND THE INTERNET IN MEDICINE, 2007, 32 (03): : 177 - 189
  • [26] A wavelet-based adaptive filter for removing ECG interference in EMGdi signals
    Zhan, Choujun
    Yeung, Lam Fat
    Yang, Zhi
    JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2010, 20 (03) : 542 - 549
  • [27] Investigation on Daubechies Wavelet-Based Compressed Sensing Matrices for ECG Compression
    Parkale, Yuvraj V.
    Nalbalwar, S. L.
    COMPUTING, COMMUNICATION AND SIGNAL PROCESSING, ICCASP 2018, 2019, 810 : 707 - 716
  • [28] Wavelet-based denoising using subband dependent threshold for ECG signals
    Poornachandra, S.
    DIGITAL SIGNAL PROCESSING, 2008, 18 (01) : 49 - 55
  • [29] A wavelet footprints-based compression scheme for ECG signals
    Wei, HT
    Jeoti, V
    TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, : A283 - A286
  • [30] Analysis of a wavelet-based watermarking algorithm
    Guzmán, VVH
    Miyatake, MN
    Meana, HMP
    14TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS, AND COMPUTERS, PROCEEDINGS, 2004, : 283 - 287