An efficient data compression and encryption technique for PPG signal

被引:25
|
作者
Dhar, S. [1 ]
Mukhopadhyay, S. K. [2 ]
Pal, S. [1 ]
Mitra, M. [1 ]
机构
[1] Univ Calcutta, Fac Technol, Dept Appl Phys, 92 APC Rd, Kolkata 700009, India
[2] Concordia Univ, Dept Elect & Comp Engn, 1455 De Maisonneuve Blvd West, Montreal, PQ H3G 1M8, Canada
关键词
Photoplethysmogram; Compression; Cryptography; ASCII character; Compression ratio; PULSE TIMING CHARACTERISTICS; ECG; PHOTOPLETHYSMOGRAPHY; TIME; ALGORITHM; OXIMETRY; HEART; RATES; EARS;
D O I
10.1016/j.measurement.2017.11.006
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a high performing, reliable and robust Photoplethysmogram (PPG) compression and encryption method is proposed for efficient, safe and secure storage and transmission. PPG signals are acquired inside the laboratory using Biopac (R) data acquisition module and also downloaded from MIMIC database. Digitized PPG samples are passed through an IIR Butterworth Low-pass filter for high frequency noise elimination, down-sampled and then those samples are truncated up to 2nd-decimal places of accuracy. Second difference of those truncated PPG samples (SDPPG) are evaluated and amplified. Amplified integers are grouped using various techniques, encrypted using a symmetric key to convert plain text into cipher text and finally stored in the output file in form of American Standard Code for Information Interchange (ASCII) characters. Since the algorithm is completely reversible, PPG signal is reconstructed using just the reverse algorithm. The algorithm attains an attractive compression performance (Compression Ratio = 122.24, Percent Root Mean Square Difference = 0.02%, Cross Correlation Coefficient = 0.998845, etc.) which is superior to existing PPG compression methods reported to date.
引用
收藏
页码:533 / 542
页数:10
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