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

Publikation: Beiträge in ZeitschriftenZeitschriftenaufsätzeForschungbegutachtet

Authors

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.

OriginalspracheEnglisch
ZeitschriftInternational Journal of Electronics and Telecommunications
Jahrgang62
Ausgabenummer1
Seiten (von - bis)15-21
Anzahl der Seiten7
ISSN2081-8491
DOIs
PublikationsstatusErschienen - 01.03.2016

Dokumente

DOI

Zuletzt angesehen

Publikationen

  1. Kinematic self-calibration of non-contact five-axis measuring machine using improved genetic algorithm.
  2. Integrating Mobile Devices into AAL-Environments using Knowledge based Assistance Systems
  3. Towards a Dynamic Interpretation of Subjective and Objective Values
  4. Machine Learning and Knowledge Discovery in Databases
  5. Managing Business Process in Distributed Systems: Requirements, Models, and Implementation
  6. Analysis and comparison of two finite element algorithms for dislocation density based crystal plasticity
  7. Dynamically changing sequencing rules with reinforcement learning in a job shop system with stochastic influences
  8. Lagged Multidimensional Recurrence Quantification Analysis for Determining Leader–Follower Relationships Within Multidimensional Time Series
  9. Global temporal typing patterns in foreign language writing
  10. Is too much help an obstacle? Effects of interactivity and cognitive style on learning with dynamic versus non-dynamic visualizations with narrative explanations
  11. Using corpus-linguistic methods to track longitudinal development
  12. HAWK - hybrid question answering using linked data
  13. TRY plant trait database – enhanced coverage and open access
  14. Developing a Complex Portrait of Content Teaching for Multilingual Learners via Nonlinear Theoretical Understandings
  15. Trap nests for bees and wasps to analyse trophic interactions in changing environments—A systematic overview and user guide
  16. Monitoring of microbially mediated corrosion and scaling processes using redox potential measurements
  17. Internet and computer based interventions for cannabis use
  18. Development of a Parameterized Model for Additively Manufactured Dies to Control the Strains in Extrudates
  19. A Class of Simple Stochastic Online Bin Packing Algorithms