TY - JOUR
T1 - Assurance of energy efficiency and data security for ECG transmission in BASNs
AU - Ma, Tao
AU - Shrestha, Pradhumna Lal
AU - Hempel, Michael
AU - Peng, Dongming
AU - Sharif, Hamid
AU - Chen, Hsiao Hwa
N1 - Funding Information:
Manuscript received June 21, 2011; revised November 1, 2011; accepted November 27, 2011. Date of publication January 3, 2012; date of current version March 21, 2012. This work was supported in part by the Taiwan National Science Council research under Grant NSC99-2221-E-006-016-MY3. Asterisk indicates corresponding author T. Ma, P. L. Shrestha, M. Hempel, D. Peng, and H. Sharif are with the Department of Computer and Electronics Engineering, University of Nebraska-Lincoln, Omaha, NE 68182 USA (e-mail: [email protected]; [email protected]; [email protected]; dpeng@unlnotes. unl.edu; [email protected]).
PY - 2012/4
Y1 - 2012/4
N2 - With the technological advancement in body area sensor networks (BASNs), low cost high quality electrocardiographic (ECG) diagnosis systems have become important equipment for healthcare service providers. However, energy consumption and data security with ECG systems in BASNs are still two major challenges to tackle. In this study, we investigate the properties of compressed ECG data for energy saving as an effort to devise a selective encryption mechanism and a two-rate unequal error protection (UEP) scheme. The proposed selective encryption mechanism provides a simple and yet effective security solution for an ECG sensor-based communication platform, where only one percent of data is encrypted without compromising ECG data security. This part of the encrypted data is essential to ECG data quality due to its unequally important contribution to distortion reduction. The two-rate UEP scheme achieves a significant additional energy saving due to its unequal investment of communication energy to the outcomes of the selective encryption, and thus, it maintains a high ECG data transmission quality. Our results show the improvements in communication energy saving of about 40%, and demonstrate a higher transmission quality and security measured in terms of wavelet-based weighted percent root-mean-squared difference.
AB - With the technological advancement in body area sensor networks (BASNs), low cost high quality electrocardiographic (ECG) diagnosis systems have become important equipment for healthcare service providers. However, energy consumption and data security with ECG systems in BASNs are still two major challenges to tackle. In this study, we investigate the properties of compressed ECG data for energy saving as an effort to devise a selective encryption mechanism and a two-rate unequal error protection (UEP) scheme. The proposed selective encryption mechanism provides a simple and yet effective security solution for an ECG sensor-based communication platform, where only one percent of data is encrypted without compromising ECG data security. This part of the encrypted data is essential to ECG data quality due to its unequally important contribution to distortion reduction. The two-rate UEP scheme achieves a significant additional energy saving due to its unequal investment of communication energy to the outcomes of the selective encryption, and thus, it maintains a high ECG data transmission quality. Our results show the improvements in communication energy saving of about 40%, and demonstrate a higher transmission quality and security measured in terms of wavelet-based weighted percent root-mean-squared difference.
KW - Body area sensor network (BASN)
KW - electrocardiographic (ECG)
KW - energy saving
KW - security
KW - selective encryption
KW - two-rate unequal error protection (UEP)
KW - wavelet-based weighted percent root-mean-squared difference (WWPRD)
UR - http://www.scopus.com/inward/record.url?scp=84858951710&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84858951710&partnerID=8YFLogxK
U2 - 10.1109/TBME.2011.2182196
DO - 10.1109/TBME.2011.2182196
M3 - Article
C2 - 22231147
AN - SCOPUS:84858951710
SN - 0018-9294
VL - 59
SP - 1041
EP - 1048
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 4
ER -