1. //
  2. Start
  3. //
  4. Publications
  5. //
  6. Noise Detection for Biosignals Using an ...
  7. //

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

Research output: Journal contributions › Journal articles › Research › peer-review

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.

Original languageEnglish
JournalInternational Journal of Electronics and Telecommunications
Volume62
Issue number1
Pages (from-to)15-21
Number of pages7
ISSN2081-8491
DOIs
Publication statusPublished - 01.03.2016

    Research areas

  • ARM processor platform, Daubechies wavelet, linux-based embedded system, noise detection, wavelet analysis, wavelet packet transform
  • Engineering

Other publications by the same author(s)

Advancing Sustainability and Productivity: The Role of Precision Agriculture in Vineyards and Olive Groves

Fernandes, F. M., Dos Santos, M. F., De Morais, M. H. F., Lima, J., Pereira, A. I. & Mercorelli, P., 2025, Proceedings of the 2025 26th International Carpathian Control Conference (ICCC): Grandhotel Starý Smokovec, High Tatras, Starý Smokovec, Slovak Republic, 19-21 May 2025. Kacur, J., Skovranek, T., Laciak, M. & Mojzisova, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. (International Carpathian Control Conference, ICCC; vol. 26).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

A Fluid Elastomeric Actuator Design for Soft Robots

Els, D., van Niekerk, T., Mercorelli, P. & Welgemoed, J., 09.2025, In: Actuators. 14, 9, 14 p., 417.

Research output: Journal contributions › Journal articles › Research › peer-review

An innovative efficiency of incubator to enhance organization supportive business using machine learning approach

Li, X., Zhang, Q., Gu, H., Othmen, S., Asklany, S., Lhioui, C., Elrashidi, A. & Mercorelli, P., 07.2025, In: PLoS ONE. 20, 7, 22 p., e0327249.

Research output: Journal contributions › Journal articles › Research › peer-review

An Over-Actuated Hexacopter Tilt-Rotor UAV Prototype for Agriculture of Precision: Modeling and Control

Pimentel, G. O., Santos, M. F. D., Lima, J., Mercorelli, P. & Fernandes, F. M., 15.01.2025, In: Sensors. 25, 2, 27 p., 479.

Research output: Journal contributions › Journal articles › Research › peer-review

Automatic Tuning of Extended Kalman Filter in Synchronous Reluctance Motor Drives with a Master-Slave Configuration

Rigon, S., Haus, B., Mercorelli, P. & Zigliotto, M., 27.02.2025, In: IEEE Open Journal of Power Electronics. 6, p. 734-746 13 p.

Research output: Journal contributions › Journal articles › Research › peer-review

Documents

DOI

Recently viewed

Activities

  1. Probabilistic and discrete methods for the computational study of coherent behavior in flows
  2. A New Approach for Optimal Solving of Cyclic and Non-Cyclic Bus Driver Rostering Problems
  3. Domestication and/or Digital Divide – How to Overcome Binary Classifications in Analysing Everyday Internet Use and Diffusion
  4. SIAM Conference on Applications of Dynamical Systems - DS 2023
  5. Trajectory-based computational study of coherent behavior in flows
  6. Trajectory-based Lagrangian approaches for the extraction and characterization of coherent structures
  7. Short course on numerical methods for stochastic processes
  8. Drafts in Action. Concepts and Practices of Artistic Intervention
  9. “Visual Rhetoric as a three-dimensional practice. Theorizing the interconnections between the visual rhetorical objects and the process of spectatorship”
  10. Cluster-based Extraction of Finite-time Coherent Sets from Trajectory Data
  11. Independent local lists and local parties - Challengers from Bottom Up? - 2009
  12. Implementing aspects of inquiry-based learning in secondary chemistry classes: a case study
  13. From Iconography to Visual Framing: A New Approach in Visual Communication
  14. Processing of CSR communication: Insights from the ELM
  15. The relationship between text comprehension and note-taking while working on reality-based tasks
  16. Presentation of the paper entitled "Comparison of Backpropagation and Kalman Filter-based Training for Neural Networks"
  17. Negotiating Expected Outcomes: Value Creation in Risky Contexts

Publications

  1. On using the adjacency matrix power method for perception of symmetry and for isomorphism testing of highly intricate graphs.
  2. A genetic algorithm for a self-learning parameterization of an aerodynamic part feeding system for high-speed assembly
  3. Analysis of priority rule-based scheduling in dual-resource-constrained shop-floor scenarios
  4. Selection and Recognition of Statistically Defined Signals in Learning Systems
  5. The scaled boundary finite element method for computational homogenization of heterogeneous media
  6. Dynamic adjustment of dispatching rule parameters in flow shops with sequence-dependent set-up times
  7. Analyzing different types of moderated method effects in confirmatory factor models for structurally different methods
  8. Knowledge Graph Question Answering Using Graph-Pattern Isomorphism
  9. Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?
  10. Using learning protocols for knowledge acquisition and problem solving with individual and group incentives
  11. A model predictive control for an aggregate actuator with a self-tuning initial condition procedure in combustion engines
  12. N3 - A collection of datasets for named entity recognition and disambiguation in the NLP interchange format
  13. Paraphrasing Method for Controlling a Robotic Arm Using a Large Language Model
  14. A Multilevel CFA-MTMM Model for Nested Structurally Different Methods
  15. Anatomy of Haar Wavelet Filter and Its Implementation for Signal Processing
  16. Development of a quality assurance framework for the open source development model
  17. Using the flatness of DC-Drives to emulate a generator for a decoupled MPC using a geometric approach for motion control in Robotino
  18. A discrete-time fractional order PI controller for a three phase synchronous motor using an optimal loop shaping approach
  19. GPU-accelerated meshfree computational framework for modeling the friction surfacing process
  20. A transfer operator based computational study of mixing processes in open flow systems
  21. Recurrence Quantification Analysis of Processes and Products of Discourse
  22. Modified dynamic programming approach for offline segmentation of long hydrometeorological time series
  23. Contributions of declarative and procedural memory to accuracy and automatization during second language practice
  24. On the Power and Performance of a Doubly Latent Residual Approach to Explain Latent Specific Factors in Multilevel-Bifactor-(S-1) Models
  25. Foundations and applications of computer based material flow networks for einvironmental management
  26. Effectiveness of a guided multicomponent internet and mobile gratitude training program - A pragmatic randomized controlled trial
  27. A Review of Latent Variable Modeling Using R - A Step-by-Step-Guide
  28. Model inversion using fuzzy neural network with boosting of the solution
  29. Top-down contingent attentional capture during feed-forward visual processing
  30. Applied quality assurance methods under the open source development model
  31. Exploiting linear partial information for optimal use of forecasts. With an application to U.S. economic policy