1. //
  2. Start
  3. //
  4. Publications
  5. //
  6. The Use of Factorization and Multimode P...
  7. //

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

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-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: 17.06.2020 → 19.06.2020
Conference number: 29
http://isie2020.org/

    Research areas

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

Other publications by the same author(s)

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

Business Analytics and Making Decision Based on Kalman Filter in Stock Prediction Case

Kurniawan, S. & Mercorelli, P., 27.05.2025, 5th Congress on Intelligent Systems, CIS 2024: Volume 1. Kumar, S., Mary Anita, E. A., Kim, J. H. & Nagar, A. (eds.). Springer Science and Business Media Deutschland, p. 309-320 12 p. (Lecture Notes in Networks and Systems; vol. 1275).

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

Dynamic Performance Analysis and Fault Ride-Through Enhancement by a Modified Fault Current Protection Scheme of a Grid-Connected Doubly Fed Induction Generator

Talani, R. A., Kaloi, G. S., Ali, A., Bijarani, M. A., Abbas, G., Hatatah, M., Mercorelli, P. & Touti, E., 02.2025, In: Machines. 13, 2, 20 p., 110.

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

Inner loop model predictive control and outer loop PI reference governor for PMSMs with input and state saturation for torque control

Zwerger, T. & Mercorelli, P., 01.02.2025, In: Mathematics and Computers in Simulation. 228, p. 178-201 24 p.

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

DOI

Recently viewed

Activities

  1. Applications of transfer operator methods in fluid dynamics
  2. Identification in closed loop
  3. Improving Production Scheduling with Machine Learning
  4. Note-taking while Working on Mathematical Modelling Tasks
  5. Feedback in the context of digital media: The effectiveness of a mathematics teaching-learning platform and its usage and perception by students
  6. Short course on numerical methods for stochastic processes
  7. Combining flatness based feedforward action with a fractional PI regulator to control the intake valve engine
  8. Trajectory-based Lagrangian approaches for the extraction and characterization of coherent structures in turbulent convection
  9. Individual difference predictors of L2 learning at the syntax/semantics interface
  10. I Am Behind the Screen: Understanding the Invisible Work of Content Moderators on Digital Platforms
  11. A shift of mindset? Rethinking our (learning) objectives
  12. Perfect anti-windup in output tracking scheme with preaction
  13. International Conference on Applied Mathematics and Computational Methods in Engineering - AMCME 2013
  14. Discerning aspects of memory: The ethics of memory in (post)global and transnational contexts
  15. IEEE Transactions on Neural Networks and Learning Systems (Zeitschrift)
  16. archiDART: an R package for the automated 2D computation of root architectural traits
  17. Serial Despite Itself: "Pan" Between Deep and Differentiated Time
  18. Set-oriented methods and GAIO

Publications

  1. Control of the inverse pendulum based on sliding mode and model predictive control
  2. Rebounded PSO Method for Sigmoid PID Controller for a Maglev System with Input Saturation
  3. Applying Bayesian Parameter Estimation to A/B Tests in e-Business Applications
  4. Inversion of fuzzy neural networks for the reduction of noise in the control loop
  5. Age-related differences in processing visual device and task characteristics when using technical devices
  6. Enhancing Performance of Level System Modeling with Pseudo-Random Signals
  7. Neural Combinatorial Optimization on Heterogeneous Graphs
  8. Using Complexity Metrics to Assess Silent Reading Fluency
  9. Using Local and Global Self-Evaluations to Predict Students' Problem Solving Behaviour
  10. A decoupled MPC using a geometric approach and feedforward action for motion control in robotino
  11. XOperator - Interconnecting the semantic web and instant messaging networks
  12. Continuous 3D scanning mode using servomotors instead of stepping motors in dynamic laser triangulation
  13. A denoising procedure using wavelet packets for instantaneous detection of pantograph oscillations
  14. Digital Control of a Camless Engine Using Lyapunov Approach with Backward Euler Approximation
  15. A coding scheme to analyse global text processing in computer supported collaborative learning: What eye movements can tell us
  16. Tracing exploratory modes in digital collections of museum Web sites using reverse information architecture
  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. Intersection tests for the cointegrating rank in dependent panel data
  19. Methodologies for Noise and Gross Error Detection using Univariate Signal-Based Approaches in Industrial Application
  20. Correlation between mechanical behaviour and microstructure in the Mg-Ca-Si-Sr system for degradable biomaterials based on thermodynamic calculations
  21. Classical PI Controllers with Anti-Windup Techniques Applied on Level Systems
  22. Analysis and comparison of two finite element algorithms for dislocation density based crystal plasticity
  23. Methodologies for noise and gross error detection using univariate signal-based approaches in industrial applications
  24. Joint entity and relation linking using EARL
  25. Introducing parametric uncertainty into a nonlinear friction model
  26. Framework for the Parallelized Development of Estimation Tasks for Length, Area, Capacity and Volume in Primary School - A Pilot Study
  27. Changes of Perception
  28. Stepwise-based optimizing approaches for arrangements of loudspeaker in multi-zone sound field reproduction
  29. Contributions of declarative and procedural memory to accuracy and automatization during second language practice
  30. More input, better output
  31. Modeling and numerical simulation of multiscale behavior in polycrystals via extended crystal plasticity
  32. A geometric approach for controlling an electromagnetic actuator with the help of a linear Model Predictive Control