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  4. Real-Time Compressed Sensing-Based Electrocardiogram Compression on Energy Constrained Wireless Body Sensors
 
conference paper

Real-Time Compressed Sensing-Based Electrocardiogram Compression on Energy Constrained Wireless Body Sensors

Mamaghanian, Hossein  
•
Khaled, Nadia  
•
Atienza Alonso, David  
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2011
Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS'11)
International Symposium on Circuits and Systems (ISCAS'11)

Wireless body sensor networks (WBSN) hold the promise to enable next-generation patient-centric tele-cardiology systems. A WBSNenabled electrocardiogram (ECG) monitor consists of wearable, miniaturized and wireless sensors able to measure and wirelessly report cardiac signals to a WBSN coordinator, which is responsible for reporting them to the tele-health provider. However, state-of-the-art WBSN-enabled ECG monitors still fall short of the required functionality, miniaturization and energy efficiency. Among others, energy efficiency can be significantly improved through embedded ECG compression, which reduces airtime over energy-hungry wireless links. In this paper, we quantify the potential of the emerging compressed sensing (CS) signal acquisition/compression paradigm for low complexity energy-aware ECG compression on the state-of-the-art ShimmerTM WBSN mote. Interestingly, our results show that CS represents a competitive alternative to state-of-the-art digital wavelet transform (DWT)-based ECG compression solutions in terms of overall energy efficiency and Shimmer node lifetime extension.

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Type
conference paper
DOI
10.1109/ISCAS.2011.5937920
Web of Science ID

WOS:000297265302016

Author(s)
Mamaghanian, Hossein  
Khaled, Nadia  
Atienza Alonso, David  
Vandergheynst, Pierre  
Date Issued

2011

Publisher

IEEE Press

Publisher place

New York

Published in
Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS'11)
ISBN of the book

978-1-4577-1470-2/11

Series title/Series vol.

IEEE International Symposium on Circuits and Systems

Start page

1744

End page

1747

Subjects

Body sensor networks

•

ECG analysis

•

compressed sensing

•

Real-Time

•

WBSN

•

wireless communication

•

embedded systems

•

system-level design

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTS2  
ESL  
Event nameEvent placeEvent date
International Symposium on Circuits and Systems (ISCAS'11)

Rio de Janeiro, Brazil

May 15 - 18, 2011

Available on Infoscience
February 11, 2011
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/64253
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