Noise Detection for Biosignals Using an Orthogonal Wavelet Packet Tree Denoising Algorithm

Research output: Journal contributionsJournal articlesResearchpeer-review

Standard

Noise Detection for Biosignals Using an Orthogonal Wavelet Packet Tree Denoising Algorithm. / Schimmack, Manuel; Mercorelli, Paolo.
In: International Journal of Electronics and Telecommunications, Vol. 62, No. 1, 01.03.2016, p. 15-21.

Research output: Journal contributionsJournal articlesResearchpeer-review

Harvard

APA

Vancouver

Bibtex

@article{83e04675d5624e80b304c652ff010c66,
title = "Noise Detection for Biosignals Using an Orthogonal Wavelet Packet Tree Denoising Algorithm",
abstract = "This article deals with the noise detection of discrete biosignals using an orthogonal wavelet packet. In specific, it compares the usefulness of Daubechies wavelets with different vanishing moments for the denoising and compression of the digitalised biosignals in case of surface electromyography (sEMG) signals. The work is based upon the discrete wavelet transform (DWT) version of wavelet package transform (WPT). A noise reducing algorithm is proposed to detect unavoidable noise in the acquired data in a model independent way. The noise of a signal sequence will be defined by a seminorm. This method was developed for a possible observation during a fracture healing period. The proposed method is general for signal processing and its design was based upon the wavelet packet.",
keywords = "ARM processor platform, Daubechies wavelet, linux-based embedded system, noise detection, wavelet analysis, wavelet packet transform, Engineering",
author = "Manuel Schimmack and Paolo Mercorelli",
year = "2016",
month = mar,
day = "1",
doi = "10.1515/eletel-2016-0002",
language = "English",
volume = "62",
pages = "15--21",
journal = "International Journal of Electronics and Telecommunications",
issn = "2081-8491",
publisher = "Polska Akademia Nauk",
number = "1",

}

RIS

TY - JOUR

T1 - Noise Detection for Biosignals Using an Orthogonal Wavelet Packet Tree Denoising Algorithm

AU - Schimmack, Manuel

AU - Mercorelli, Paolo

PY - 2016/3/1

Y1 - 2016/3/1

N2 - This article deals with the noise detection of discrete biosignals using an orthogonal wavelet packet. In specific, it compares the usefulness of Daubechies wavelets with different vanishing moments for the denoising and compression of the digitalised biosignals in case of surface electromyography (sEMG) signals. The work is based upon the discrete wavelet transform (DWT) version of wavelet package transform (WPT). A noise reducing algorithm is proposed to detect unavoidable noise in the acquired data in a model independent way. The noise of a signal sequence will be defined by a seminorm. This method was developed for a possible observation during a fracture healing period. The proposed method is general for signal processing and its design was based upon the wavelet packet.

AB - This article deals with the noise detection of discrete biosignals using an orthogonal wavelet packet. In specific, it compares the usefulness of Daubechies wavelets with different vanishing moments for the denoising and compression of the digitalised biosignals in case of surface electromyography (sEMG) signals. The work is based upon the discrete wavelet transform (DWT) version of wavelet package transform (WPT). A noise reducing algorithm is proposed to detect unavoidable noise in the acquired data in a model independent way. The noise of a signal sequence will be defined by a seminorm. This method was developed for a possible observation during a fracture healing period. The proposed method is general for signal processing and its design was based upon the wavelet packet.

KW - ARM processor platform

KW - Daubechies wavelet

KW - linux-based embedded system

KW - noise detection

KW - wavelet analysis

KW - wavelet packet transform

KW - Engineering

UR - http://www.scopus.com/inward/record.url?scp=84966628721&partnerID=8YFLogxK

U2 - 10.1515/eletel-2016-0002

DO - 10.1515/eletel-2016-0002

M3 - Journal articles

AN - SCOPUS:84966628721

VL - 62

SP - 15

EP - 21

JO - International Journal of Electronics and Telecommunications

JF - International Journal of Electronics and Telecommunications

SN - 2081-8491

IS - 1

ER -

Documents

DOI

Recently viewed

Publications

  1. Design of a Real Time Path of Motion Using a Sliding Mode Control with a Switching Surface
  2. Evaluating OWL 2 reasoners in the context of checking entity-relationship diagrams during software development
  3. Control of the inverse pendulum based on sliding mode and model predictive control
  4. GPU-accelerated meshfree computational framework for modeling the friction surfacing process
  5. Accounting and Modeling as Design Metaphors for CEMIS
  6. Integration of laser scanning and projection speckle pattern for advanced pipeline monitoring
  7. New Labor, Old Questions: Practices of Collaboration with Robots
  8. Design optimization of spiral coils for textile applications by genetic algorithm
  9. E-stability and stability of adaptive learning in models with asymmetric information
  10. Modeling of lateness distributions depending on the sequencing method with respect to productivity effects
  11. Comparison of Trajectory Estimation Methods Based on LIDAR and Monocular Camera in a Simulated Environment
  12. Convolutional Neural Networks
  13. MICSIM: Concept, Developments, and Applications of a PC Microsimulation Model for Research and Teaching
  14. Green software engineering with agile methods
  15. "Die Arbeit funktioniert"
  16. Influence of Long-Lasting Static Stretching Intervention on Functional and Morphological Parameters in the Plantar Flexors
  17. Exploring the dark and unexpected sides of digitalization
  18. Robust Estimation of Linear Fixed Effects Panel Data Models with an Application to the Exporter Productivity Premium
  19. Rapid grain refinement and compositional homogenization in a cast binary Cu50Ni alloy achieved by friction stir processing
  20. Clashing Values
  21. Vielfalt des Alterns - Differenz oder Integration?
  22. Interactions between ecosystem properties and land use clarify spatial strategies to optimize trade-offs between agriculture and species conservation
  23. The Practical Significance of History: When and How History Can Be Used for Institutional Change
  24. Warming-up effects of static stretching on power and strength
  25. Riding Two Horses at The Same Time: Paradox Responses for Navigating Exploration and Exploitation in Small and Medium-Sized IT Consulting Firms
  26. Home range size and resource use of breeding and non-breeding white storks along a land use gradient
  27. How methods influence nature's values we find – A comparison of three elicitation methods
  28. Assessing User Behavior by Mouse Movements
  29. Advancing understanding of natural resource governance
  30. Hill–Chao numbers allow decomposing gamma multifunctionality into alpha and beta components