Literature DB >> 27240841

Evaluation of Digital Compressed Sensing for Real-Time Wireless ECG System with Bluetooth low Energy.

Yishan Wang1, Sammy Doleschel2, Ralf Wunderlich2, Stefan Heinen2.   

Abstract

In this paper, a wearable and wireless ECG system is firstly designed with Bluetooth Low Energy (BLE). It can detect 3-lead ECG signals and is completely wireless. Secondly the digital Compressed Sensing (CS) is implemented to increase the energy efficiency of wireless ECG sensor. Different sparsifying basis, various compression ratio (CR) and several reconstruction algorithms are simulated and discussed. Finally the reconstruction is done by the android application (App) on smartphone to display the signal in real time. The power efficiency is measured and compared with the system without CS. The optimum satisfying basis built by 3-level decomposed db4 wavelet coefficients, 1-bit Bernoulli random matrix and the most suitable reconstruction algorithm are selected by the simulations and applied on the sensor node and App. The signal is successfully reconstructed and displayed on the App of smartphone. Battery life of sensor node is extended from 55 h to 67 h. The presented wireless ECG system with CS can significantly extend the battery life by 22 %. With the compact characteristic and long term working time, the system provides a feasible solution for the long term homecare utilization.

Entities:  

Keywords:  Bluetooth low energy; Compressed sensing; Homecare; Wearable wireless ECG system

Mesh:

Year:  2016        PMID: 27240841     DOI: 10.1007/s10916-016-0526-1

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  18 in total

1.  Development of a portable Linux-based ECG measurement and monitoring system.

Authors:  Tan-Hsu Tan; Ching-Su Chang; Yung-Fa Huang; Yung-Fu Chen; Cheng Lee
Journal:  J Med Syst       Date:  2009-11-14       Impact factor: 4.460

2.  Towards improved healthcare performance: examining technological possibilities and patient satisfaction with wireless body area networks.

Authors:  Rune Fensli; Jan Gunnar Dale; Philip O'Reilly; John O'Donoghue; David Sammon; Torstein Gundersen
Journal:  J Med Syst       Date:  2009-05-12       Impact factor: 4.460

3.  Design and tests of a smartphones-based multi-lead ECG monitoring system.

Authors:  Hongqiao Gao; Xiaohui Duan; Xiaoqiang Guo; Anpeng Huang; Bingli Jiao
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2013

4.  Compressed sensing for real-time energy-efficient ECG compression on wireless body sensor nodes.

Authors:  Hossein Mamaghanian; Nadia Khaled; David Atienza; Pierre Vandergheynst
Journal:  IEEE Trans Biomed Eng       Date:  2011-05-19       Impact factor: 4.538

5.  An optimized compression algorithm for real-time ECG data transmission in wireless network of medical information systems.

Authors:  Gyoun-Yon Cho; Seo-Joon Lee; Tae-Ro Lee
Journal:  J Med Syst       Date:  2014-12-04       Impact factor: 4.460

6.  A wearable wireless ECG monitoring system with dynamic transmission power control for long-term homecare.

Authors:  Yishan Wang; Sammy Doleschel; Ralf Wunderlich; Stefan Heinen
Journal:  J Med Syst       Date:  2015-02-15       Impact factor: 4.460

7.  A compressed sensing-based iterative algorithm for CT reconstruction and its possible application to phase contrast imaging.

Authors:  Xueli Li; Shuqian Luo
Journal:  Biomed Eng Online       Date:  2011-08-18       Impact factor: 2.819

8.  Compressed-sensing-based fluorescence molecular tomographic image reconstruction with grouped sources.

Authors:  Wei Zou; Xinyu Pan
Journal:  Biomed Eng Online       Date:  2014-08-20       Impact factor: 2.819

9.  An energy efficient compressed sensing framework for the compression of electroencephalogram signals.

Authors:  Simon Fauvel; Rabab K Ward
Journal:  Sensors (Basel)       Date:  2014-01-15       Impact factor: 3.576

10.  Implementation of a portable device for real-time ECG signal analysis.

Authors:  Taegyun Jeon; Byoungho Kim; Moongu Jeon; Byung-Geun Lee
Journal:  Biomed Eng Online       Date:  2014-12-10       Impact factor: 2.819

View more
  4 in total

1.  A Survey of Healthcare Internet-of-Things (HIoT): A Clinical Perspective.

Authors:  Hadi Habibzadeh; Karthik Dinesh; Omid Rajabi Shishvan; Andrew Boggio-Dandry; Gaurav Sharma; Tolga Soyata
Journal:  IEEE Internet Things J       Date:  2019-10-09       Impact factor: 9.471

2.  Analysis and Tools for Improved Management of Connectionless and Connection-Oriented BLE Devices Coexistence.

Authors:  Antonio Del Campo; Lorenzo Cintioni; Susanna Spinsante; Ennio Gambi
Journal:  Sensors (Basel)       Date:  2017-04-07       Impact factor: 3.576

3.  A Personalized Arrhythmia Monitoring Platform.

Authors:  Sandeep Raj; Kailash Chandra Ray
Journal:  Sci Rep       Date:  2018-07-30       Impact factor: 4.379

4.  Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring.

Authors:  N Hernandez; L Castro; J Medina-Quero; J Favela; L Michan; W Ben Mortenson
Journal:  J Healthc Inform Res       Date:  2021-02-01
  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.