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Discrete Wavelet Transform and Singular Value Decomposition Based ECG Steganography for Secured Patient Information Transmission
, S Edward Jero, S Ramakrishnan
Published in Springer New York LLC
2014
PMID: 25187409
Volume: 38
   
Issue: 10
Abstract

ECG Steganography provides secured transmission of secret information such as patient personal information through ECG signals. This paper proposes an approach that uses discrete wavelet transform to decompose signals and singular value decomposition (SVD) to embed the secret information into the decomposed ECG signal. The novelty of the proposed method is to embed the watermark using SVD into the two dimensional (2D) ECG image. The embedding of secret information in a selected sub band of the decomposed ECG is achieved by replacing the singular values of the decomposed cover image by the singular values of the secret data. The performance assessment of the proposed approach allows understanding the suitable sub-band to hide secret data and the signal degradation that will affect diagnosability. Performance is measured using metrics like Kullback–Leibler divergence (KL), percentage residual difference (PRD), peak signal to noise ratio (PSNR) and bit error rate (BER). A dynamic location selection approach for embedding the singular values is also discussed. The proposed approach is demonstrated on a MIT-BIH database and the observations validate that HH is the ideal sub-band to hide data. It is also observed that the signal degradation (less than 0.6 %) is very less in the proposed approach even with the secret data being as large as the sub band size. So, it does not affect the diagnosability and is reliable to transmit patient information. © 2014, Springer Science+Business Media New York.

About the journal
JournalData powered by TypesetJournal of Medical Systems
PublisherData powered by TypesetSpringer New York LLC
ISSN01485598
Open AccessNo
Concepts (28)
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    Algorithm
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    Article
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    Bit error rate
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    Confidentiality
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    Data base
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    Discrete wavelet transform
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    ELECTROCARDIOGRAM STEGANOGRAPHY
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    Human
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    Information processing
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    Kullback leibler divergence
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    Major clinical study
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    MEDICAL INFORMATION SYSTEM
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    PATIENT INFORMATION
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    PERCENTAGE RESIDUAL DIFFERENCE
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    Qrs complex
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    SIGNAL NOISE RATIO
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    Signal processing
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    Singular value decomposition
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    Statistical analysis
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    Computer security
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    Electrocardiography
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    Information dissemination
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    Procedures
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    Wavelet analysis
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    Algorithms
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    Humans
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    Signal processing, computer-assisted
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    Signal-to-noise ratio