A general structural property in wavelet packets for detecting oscillation and noise components in signal analysis

Research output: Journal contributionsJournal articlesResearchpeer-review

Authors

The paper presents a general structural mathematical property of the wavelet packets, which can be used in various industrial applications, such as the identification of signals, fault detection, harmonic detection, denoising and more in general oscillation detection. In particular, possible algorithms based on this mathematical property can find application and be implemented in wavelets-based outlier packages. Some of these algorithms are currently being integrated into the Inferential Model Platform of the Advanced Control and Simulation Solution Responsible Unit within ABB's Industry division. AMS Subject Classification: 94A12, 65T60, 60G35
Original languageEnglish
JournalInternational Journal of Pure and Applied Mathematics
Volume80
Issue number2
Pages (from-to)271-275
Number of pages5
ISSN1311-8080
Publication statusPublished - 2012

    Research areas

  • Engineering - Oscillations identification, Signal analysis, Wavelet packets

Recently viewed

Publications

  1. A denoising procedure using wavelet packets for instantaneous detection of pantograph oscillations
  2. Perfect anti-windup in output tracking scheme with preaction
  3. Simulation based comparison of safety-stock calculation methods
  4. Primary Side Circuit Design of a Multi-coil Inductive System for Powering Wireless Sensors
  5. Continuous and Discrete Concepts for Detecting Transport Barriers in the Planar Circular Restricted Three Body Problem
  6. Convolutional Neural Networks
  7. A New Framework for Production Planning and Control to Support the Positioning in Fields of Tension Created by Opposing Logistic Objectives
  8. Cognitive load and instructionally supported learning with provided and learner-generated visualizations
  9. Using cross-recurrence quantification analysis to compute similarity measures for time series of unequal length with applications to sleep stage analysis
  10. PI and Fuzzy Controllers for Non-Linear Systems
  11. Long-term memory predictors of adult language learning at the interface between syntactic form and meaning
  12. A geometric approach for controlling an electromagnetic actuator with the help of a linear Model Predictive Control
  13. Dynamically adjusting the k-values of the ATCS rule in a flexible flow shop scenario with reinforcement learning
  14. Modeling and numerical simulation of multiscale behavior in polycrystals via extended crystal plasticity
  15. Transductive support vector machines for structured variables
  16. Switching Dispatching Rules with Gaussian Processes
  17. Introducing parametric uncertainty into a nonlinear friction model
  18. A computational study of a model of single-crystal strain-gradient viscoplasticity with an interactive hardening relation
  19. Multi-view discriminative sequential learning
  20. Combining multiple investigative approaches to unravel functional responses to global change in the understorey of temperate forests
  21. Web-scale extension of RDF knowledge bases from templated websites
  22. Improving short-term academic performance in the flipped classroom using dynamic geometry software
  23. Positioning Improvement for a Laser Scanning System using cSORPD control
  24. An analytical approach to evaluating nonmonotonic functions of fuzzy numbers