The Use of Factorization and Multimode Parametric Spectra in Estimating Frequency and Spectral Parameters of Signal

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

  • Valerii Semenets
  • Vladimir Kartashov
  • Oleg Sergiyenko
  • Vyacheslav Tikhonov
  • Paolo Mercorelli
  • Sergiy Sheiko
  • Nataliya Chmelarova Kudriavtseva
  • Julio C. Rodriguez-Quinonez
  • Wendy Flores-Fuentes

A multiplicative autoregressive model is constructed based on the linear prediction model. The expressions describing such a model are derived. A formula for the parametric spectral estimation of a random signal multiplicative model is given. Relations are obtained for the decomposition of the multimode power spectral density into simple spectral components. Examples of the decomposition of multimode spectra of random signals into simpler components are considered. Keywords-power spectral density, multiplicative autoregressive model, parametric spectral analysis, characteristic equation.

Original languageEnglish
Title of host publication2020 IEEE 29th International Symposium on Industrial Electronics (ISIE) : 17 - 19 June, 2020, Delft, Netherlands, Proceedings
EditorsIEEE Industrial Electronics Society (IES)
Number of pages5
Place of PublicationPiscataway
PublisherIEEE - Institute of Electrical and Electronics Engineers Inc.
Publication date01.06.2020
Pages215-219
Article number9152238
ISBN (print)978-1-7281-5636-1
ISBN (electronic)978-1-7281-5635-4, 978-1-7281-5635-4
DOIs
Publication statusPublished - 01.06.2020
Event29th IEEE International Symposium on Industrial Electronics, ISIE 2020 - TU Delft , Delft, Netherlands
Duration: 17.06.202019.06.2020
Conference number: 29
http://isie2020.org/

    Research areas

  • characteristic equation, multiplicative autoregressive model, parametric spectral analysis, power spectral density
  • Engineering

Recently viewed

Publications

  1. Using Local and Global Self-Evaluations to Predict Students' Problem Solving Behaviour
  2. A decoupled MPC using a geometric approach and feedforward action for motion control in robotino
  3. Digital Control of a Camless Engine Using Lyapunov Approach with Backward Euler Approximation
  4. Using the flatness of DC-Drives to emulate a generator for a decoupled MPC using a geometric approach for motion control in Robotino
  5. Methodologies for Noise and Gross Error Detection using Univariate Signal-Based Approaches in Industrial Application
  6. Classical PI Controllers with Anti-Windup Techniques Applied on Level Systems
  7. Joint entity and relation linking using EARL
  8. Introducing parametric uncertainty into a nonlinear friction model
  9. Changes of Perception
  10. A model predictive control for an aggregate actuator with a self-tuning initial condition procedure in combustion engines
  11. Geographical patterns in prediction errors of species distribution models
  12. Recurrence quantificationanalysis as a general-purpose tool for bridging the gap between qualitative and quantitative analysis
  13. A localized boundary element method for the floating body problem
  14. Robust Flatness Based Control of an Electromagnetic Linear Actuator Using Adaptive PID Controller
  15. Knowledge Graph Question Answering Using Graph-Pattern Isomorphism
  16. On finding nonisomorphic connected subgraphs and distinct molecular substructures.
  17. Comments on "Tracking Control of Robotic Manipulators With Uncertain Kinematics and Dynamics"
  18. A guided simulated annealing search for solving the pick-up and delivery problem with time windows and capacity constraints
  19. Using Fuzzy PD Controllers for Soft Motions in a Car-like Robot
  20. Graphism and Flatness. The Line as Mediator between Time and Space, Intuition and Concept
  21. On the Nonlinearity Compensation in Permanent Magnet Machine Using a Controller Based on a Controlled Invariant Subspace
  22. Data based analysis of order processing strategies to support the positioning between conflicting economic and logistic objectives
  23. Robust Control of Mobile Transportation Object with 3D Technical Vision System
  24. Unity and diversity in the law of state responsibility
  25. Continuous 3D scanning mode using servomotors instead of stepping motors in dynamic laser triangulation
  26. Model predictive control for switching gain adaptation in a sliding mode controller of a DC drive with nonlinear friction
  27. A Matlab/Simulink toolbox for inversion of local linear model trees
  28. Soft Optimal Computing Methods to Identify Surface Roughness in Manufacturing Using a Monotonic Regressor
  29. Species composition and forest structure explain the temperature sensitivity patterns of productivity in temperate forests
  30. Harvesting information from captions for weakly supervised semantic segmentation
  31. A computational study of a model of single-crystal strain-gradient viscoplasticity with an interactive hardening relation
  32. Database on Learning for Sustainable Development – analysis of projects
  33. Improving short-term academic performance in the flipped classroom using dynamic geometry software
  34. Understanding storytelling in the context of information systems
  35. Generating Energy Optimal Powertrain Force Trajectories with Dynamic Constraints
  36. Improving students’ science text comprehension through metacognitive self-regulation when applying learning strategies
  37. Robust feedback linearization control of a throttle plate by using an approximated pd regulator
  38. A Lyapunov based PI controller with an anti-windup scheme for a purification process of potable water
  39. Mirrored piezo servo hydraulic actuators for use in camless combustion engines and its Control with mirrored inputs and MPC
  40. A structural property of the wavelet packet transform method to localise incoherency of a signal
  41. (Re-)learning time use and perception for sustainable development in schools – Qualitative results from a self-inquiry-based learning intervention
  42. Cognitive Predictors of Child Second Language Comprehension and Syntactic Learning
  43. Sliding mode and model predictive control for inverse pendulum
  44. A geometric approach for the design and control of an electromagnetic actuator to optimize its dynamic performance