Skip to main content
Top

2020 | OriginalPaper | Chapter

Idle Tone Detection in Biomedical Signals Using Time-Frequency Techniques

Authors : Filipa E. Cardoso, Arnaldo Batista, Valentina Vassilenko, Andreia Serrano, Manuel Ortigueira

Published in: Technological Innovation for Life Improvement

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Sigma Delta based biomedical acquisition systems are popular amongst the possible hardware architectures developed for this purpose. It allows for the creation of high-resolution low power and cost-effective universal systems, where oversampling is used with the advantage of the associated simplified anti-alias filter design. However, spurious idle tone generation is commonly present, whose location in frequency and amplitude are not predictable. Despite their amplitude being typically low, in some applications it may tamper with the signal processing parameters. In the ECG, EMG and EEG processing, idle tones may degrade frequency energy content. Given the non-stationary nature of biomedical signals, time-frequency analysis is the adequate tool for idle tone detection due to its dual representation which includes time localization. The spectrogram along with other quadratic time-frequency representations (QTFR) are applied for idle tone analysis where QTFR’s show to have appealing frequency resolution capabilities under low cross terms amplitude conditions.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Ville, J.: Théorie et applications de la notion de signal analytique. Cáble et Transmissions 2(1), 61–74 (1948) Ville, J.: Théorie et applications de la notion de signal analytique. Cáble et Transmissions 2(1), 61–74 (1948)
2.
go back to reference Blanc-Lapierre, A., Picinbono, B.: Remarques sur la notion de spectre instantane de puissance. Artech House (1955) Blanc-Lapierre, A., Picinbono, B.: Remarques sur la notion de spectre instantane de puissance. Artech House (1955)
3.
go back to reference Claasen, T.A.C.M., Mecklenbrauker, W.F.M.: The Wigner distribution, a tool for time-frequency signal analysis. Philips J. Res. 35(3), 217–250 (1980)MathSciNetMATH Claasen, T.A.C.M., Mecklenbrauker, W.F.M.: The Wigner distribution, a tool for time-frequency signal analysis. Philips J. Res. 35(3), 217–250 (1980)MathSciNetMATH
4.
go back to reference Batista, A.G., et al.: A multichannel time–frequency and multi-wavelet toolbox for uterine electromyography processing and visualisation. Comput. Biol. Med. 76, 178–191 (2016)CrossRef Batista, A.G., et al.: A multichannel time–frequency and multi-wavelet toolbox for uterine electromyography processing and visualisation. Comput. Biol. Med. 76, 178–191 (2016)CrossRef
5.
go back to reference Pereira, G.R., de Oliveira, L.F., Nadal, J.: Reducing cross terms effects in the Choi-Williams transform of mioelectric signals. Comput. Methods Programs Biomed. 111(3), 685–692 (2013)CrossRef Pereira, G.R., de Oliveira, L.F., Nadal, J.: Reducing cross terms effects in the Choi-Williams transform of mioelectric signals. Comput. Methods Programs Biomed. 111(3), 685–692 (2013)CrossRef
6.
go back to reference Jasutkar, R.W., Bajaj, P.R., Deshmukh, A.Y.: GA based low power sigma delta modulator for biomedical applications. In: IEEE Recent Advances in Intelligent Computational Systems Conferences (2011) Jasutkar, R.W., Bajaj, P.R., Deshmukh, A.Y.: GA based low power sigma delta modulator for biomedical applications. In: IEEE Recent Advances in Intelligent Computational Systems Conferences (2011)
7.
go back to reference Buxton, J., Williams, D., Adams, B., Walt, J.: Analog dialogue. Analog Devices 28(1), 27–28 (1994) Buxton, J., Williams, D., Adams, B., Walt, J.: Analog dialogue. Analog Devices 28(1), 27–28 (1994)
8.
go back to reference Cohen, L.: Time-Frequency Analysis. Prentice Hall, Upper Saddle River (1995) Cohen, L.: Time-Frequency Analysis. Prentice Hall, Upper Saddle River (1995)
9.
go back to reference Goldberger, A., et al.: CHB-MIT Scalp EEG Database (2010) Goldberger, A., et al.: CHB-MIT Scalp EEG Database (2010)
11.
go back to reference Elouaham, S., Latif, R., Dliou, A., Maoulainine, F., Laaboubi, M.: Biomedical signals analysis using time-frequency. In: IEEE International Conference on Complex Systems (2012) Elouaham, S., Latif, R., Dliou, A., Maoulainine, F., Laaboubi, M.: Biomedical signals analysis using time-frequency. In: IEEE International Conference on Complex Systems (2012)
12.
go back to reference Li, X., Li, D., Liang, Z., Voss, L.J., Sleigh, J.W.: Analysis of depth of anesthesia with Hilbert-Huang spectral entropy. Clin. Neurophysiol. 119, 2465–2475 (2008)CrossRef Li, X., Li, D., Liang, Z., Voss, L.J., Sleigh, J.W.: Analysis of depth of anesthesia with Hilbert-Huang spectral entropy. Clin. Neurophysiol. 119, 2465–2475 (2008)CrossRef
Metadata
Title
Idle Tone Detection in Biomedical Signals Using Time-Frequency Techniques
Authors
Filipa E. Cardoso
Arnaldo Batista
Valentina Vassilenko
Andreia Serrano
Manuel Ortigueira
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-45124-0_44

Premium Partner