Literature DB >> 20192057

Novel approach to fuzzy-wavelet ECG signal analysis for a mobile device.

Ching-En Tseng1, Ching-Yu Peng, Ming-Wei Chang, Jia-Yush Yen, Chih-Kung Lee, Tse-Shih Huang.   

Abstract

This paper describes a signal processing technique for ECG signal analysis based upon the combination of wavelet analysis and fuzzy c-means clustering. The signal analysis technique is implemented into a biomedical signal diagnostic unit that is the carry on device for the Wireless Nano-Bios Diagnostic System (WNBDS) developed at National Taiwan University. The WNBDS integrates mobile devices and remote data base servers to conduct online monitoring and remote healthcare applications. The signal analysis and diagnostic algorithms in this paper are implemented in an embedded mobile device to conduct mobile biomedical signal diagnostics. At this stage, the Electrocardiogram (ECG or EKG) is analyzed for patient health monitoring. The ECG signal processing is based on the wavelet analysis, and the diagnosis is based on fuzzy clustering. The embedded system is realized with the Windows CE operating system.

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Year:  2010        PMID: 20192057     DOI: 10.1007/s10916-008-9217-x

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


  9 in total

1.  Wavelet transform-based QRS complex detector.

Authors:  S Kadambe; R Murray; G F Boudreaux-Bartels
Journal:  IEEE Trans Biomed Eng       Date:  1999-07       Impact factor: 4.538

2.  A novel method for beat-to-beat detection of ventricular late potentials.

Authors:  S Wu; Y Qian; Z Gao; J Lin
Journal:  IEEE Trans Biomed Eng       Date:  2001-08       Impact factor: 4.538

3.  Evaluating arrhythmias in ECG signals using wavelet transforms.

Authors:  P S Addison; J N Watson; G R Clegg; M Holzer; F Sterz; C E Robertson
Journal:  IEEE Eng Med Biol Mag       Date:  2000 Sep-Oct

4.  Block-based neural networks for personalized ECG signal classification.

Authors:  Wei Jiang; Seong G Kong
Journal:  IEEE Trans Neural Netw       Date:  2007-11

5.  Combined entropy based method for detection of QRS complexes in 12-lead electrocardiogram using SVM.

Authors:  S S Mehta; N S Lingayat
Journal:  Comput Biol Med       Date:  2007-10-01       Impact factor: 4.589

6.  Wavelet-based ECG compression by bit-field preserving and running length encoding.

Authors:  Hsiao-Lung Chan; You-Chen Siao; Szi-Wen Chen; Shih-Fan Yu
Journal:  Comput Methods Programs Biomed       Date:  2007-12-27       Impact factor: 5.428

7.  An ECG signals compression method and its validation using NNs.

Authors:  Catalina Monica Fira; Liviu Goras
Journal:  IEEE Trans Biomed Eng       Date:  2008-04       Impact factor: 4.538

8.  Detection of ECG characteristic points using wavelet transforms.

Authors:  C Li; C Zheng; C Tai
Journal:  IEEE Trans Biomed Eng       Date:  1995-01       Impact factor: 4.538

9.  Sleep versus wake classification from heart rate variability using computational intelligence: consideration of rejection in classification models.

Authors:  Aaron Lewicke; Edward Sazonov; Michael J Corwin; Michael Neuman; Stephanie Schuckers
Journal:  IEEE Trans Biomed Eng       Date:  2008-01       Impact factor: 4.538

  9 in total
  2 in total

1.  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

Review 2.  A comprehensive survey of wearable and wireless ECG monitoring systems for older adults.

Authors:  Mirza Mansoor Baig; Hamid Gholamhosseini; Martin J Connolly
Journal:  Med Biol Eng Comput       Date:  2013-01-19       Impact factor: 2.602

  2 in total

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