Compression and Encryption of ECG Signal Using Wavelet and Chaotically Huffman Code in Telemedicine Application

被引：39

作者：

Raeiatibanadkooki, Mahsa ^{[1
]}

Quchani, Saeed Rahati ^{[2
]}

KhalilZade, MohammadMahdi ^{[1
]}

Bahaadinbeigy, Kambiz ^{[3
]}

机构：

[1] Islamic Azad Univ, Dept Biomed Engn, Mashhad, Iran

[2] Islamic Azad Univ, Dept Elect Engn, Mashhad, Iran

[3] Kerman Univ Med Sci, Kerman, Iran

来源：

JOURNAL OF MEDICAL SYSTEMS | 2016年 / 40卷 / 03期

关键词：

Chaos; Huffman coding; Mobile monitoring; TCP/IP protocol; Wavelet; QRS DETECTION; ALGORITHM;

D O I：

10.1007/s10916-016-0433-5

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：

In mobile health care monitoring, compression is an essential tool for solving storage and transmission problems. The important issue is able to recover the original signal from the compressed signal. The main purpose of this paper is compressing the ECG signal with no loss of essential data and also encrypting the signal to keep it confidential from everyone, except for physicians. In this paper, mobile processors are used and there is no need for any computers to serve this purpose. After initial preprocessing such as removal of the baseline noise, Gaussian noise, peak detection and determination of heart rate, the ECG signal is compressed. In compression stage, after 3 steps of wavelet transform (db04), thresholding techniques are used. Then, Huffman coding with chaos for compression and encryption of the ECG signal are used. The compression rates of proposed algorithm is 97.72 %. Then, the ECG signals are sent to a telemedicine center to acquire specialist diagnosis by TCP/IP protocol.

引用

页码：1 / 8

页数：8

共 24 条

[1] A New QRS Detection Method Using Wavelets and Artificial Neural Networks [J].

Abibullaev, Berdakh ;

Seo, Hee Don .

JOURNAL OF MEDICAL SYSTEMS, 2011, 35 (04) :683-691

[2] Fetal QRS detection and heart rate estimation: a wavelet-based approach [J].

Almeida, Rute ;

Goncalves, Hernani ;

Bernardes, Joao ;

Rocha, Ana Paula .

PHYSIOLOGICAL MEASUREMENT, 2014, 35 (08) :1723-1735

[3] A novel compression and encryption scheme using variable model arithmetic coding and coupled chaotic system [J].

Bose, R ;

Pathak, S .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2006, 53 (04) :848-857

[4] A Real-Time Automated Point-Process Method for the Detection and Correction of Erroneous and Ectopic Heartbeats [J].

Citi, Luca ;

Brown, Emery N. ;

Barbieri, Riccardo .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2012, 59 (10) :2828-2837

[5]

Debnath L, 2002, WAVELETS SIGNAL PROC

[6] Revisiting QRS Detection Methodologies for Portable, Wearable, Battery-Operated, and Wireless ECG Systems [J].

Elgendi, Mohamed ;

Eskofier, Bjoern ;

Dokos, Socrates ;

Abbott, Derek .

PLOS ONE, 2014, 9 (01)

[7] Wireless Electrocardiogram Transmission in ISM Band: An Approach Towards Telecardiology [J].

Gupta, R. ;

Mitra, M. .

JOURNAL OF MEDICAL SYSTEMS, 2014, 38 (10)

[8] Joint compression and encryption using chaotically mutated Huffman trees [J].

Hermassi, Houcemeddine ;

Rhouma, Rhouma ;

Belghith, Safya .

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2010, 15 (10) :2987-2999

[9] Chaos and cryptography: Block encryption ciphers based on chaotic maps [J].

Jakimoski, G ;

Kocarev, L .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2001, 48 (02) :163-169

[10] Discrete Wavelet Transform and Singular Value Decomposition Based ECG Steganography for Secured Patient Information Transmission [J].

Jero, S. Edward ;

Ramu, Palaniappan ;

Ramakrishnan, S. .

JOURNAL OF MEDICAL SYSTEMS, 2014, 38 (10)

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