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Information on the principal investigator and host institution

Information of the project and the call

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Generalized Savitzky-Golay filters for identification and smoothing of nonstationary processes

2018/29/B/ST7/00325

Keywords:

identification of nonstationary processes method of basis functions

Descriptors:

  • ST7_4: Micro- and nanosystems engineering

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Politechnika Gdańska, Wydział Elektroniki, Telekomunikacji i Informatyki

woj. pomorskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Maciej Niedźwiecki 

Number of co-investigators in the project: 5

Call: OPUS 15 - announced on 2018-03-15

Amount awarded: 464 800 PLN

Project start date (Y-m-d): 2019-01-24

Project end date (Y-m-d): 2023-01-23

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (9)
  • Articles in post-conference publications (10)
  1. Identification of fast time-varying communication channels using the preestimation technique
    Authors:
    Maciej Niedźwiecki, Artur Gańcza, Piotr Kaczmarek
    Academic press:
    IFAC-PapersOnLine (rok: 2021, tom: 54, strony: 351-356), Wydawca: IFAC
    Status:
    Published
    DOI:
    10.1016/j.ifacol.2021.08.384 - link to the publication
  2. Regularized local basis function approach to identification of nonstationary processes
    Authors:
    Artur Gańcza, Maciej Niedźwiecki, Marcin Ciołek
    Academic press:
    IEEE Transactions on Signal Processing (rok: 2021, tom: 69, strony: 1665-1680), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TSP.2021.3062168 - link to the publication
  3. Application of regularized Savitzky-Golay filters to identification of time-varying systems
    Authors:
    Maciej Niedźwiecki, Marcin Ciołek, Artur Gańcza, Piotr Kaczmarek
    Academic press:
    Automatica (rok: 2021, tom: 133, strony: artykuł 109865, 9 stron), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.automatica.2021.109865 - link to the publication
  4. Finite-window RLS algorithms
    Authors:
    Lu Shen, Yuriy Zakharov, Maciej Niedźwiecki, Artur Gańcza
    Academic press:
    Signal Processing (rok: 2022, tom: 198, strony: 108599), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.sigpro.2022.108599 - link to the publication
  5. Adaptive identification of sparse underwater acoustic channels with a mix of static and time-varying parameters
    Authors:
    Maciej Niedźwiecki, Artur Gańcza, Lu Shen, Yuriy Zakharov
    Academic press:
    Signal Processing (rok: 2022, tom: 200, strony: 108664), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.sigpro.2022.108664 - link to the publication
  6. Decoupled Kalman filter based identification of time-varying FIR systems
    Authors:
    Marcin Ciołek, Maciej Niedźwiecki, Artur Gańcza
    Academic press:
    IEEE Access (rok: 2021, tom: 9, strony: 74622-74631), Wydawca: IEEE
    Status:
    Published
    DOI:
    1109/ACCESS.2021.308156081561 - link to the publication
  7. Generalized Savitzky-Golay filters for identification of nonstationary systems
    Authors:
    Maciej Niedźwiecki, Marcin Ciołek
    Academic press:
    Automatica (rok: 2019, tom: 108, strony: artykuł nr 108477, 8 stron), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.automatica.2019.06.029 - link to the publication
  8. A new look at the statistical identification of nonstationary systems
    Authors:
    Maciej Niedźwiecki, Marcin Ciołek, Artur Gańcza
    Academic press:
    Automatica (rok: 2020, tom: 118, strony: artykuł 109037, 9 stron), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.automatica.2020.109037 - link to the publication
  9. Karhunen-Loeve-based approach to tracking of rapidly fading wireless communication channels
    Authors:
    Maciej Niedźwiecki, Artur Gańcza
    Academic press:
    Signal Processing (rok: 2023, tom: 209, strony: 14), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.sigpro.2023.109043 - link to the publication
  1. Fully Adaptive Savitzky-Golay Type Smoothers
    Authors:
    Maciej Niedźwiecki, M. Ciołek:
    Conference:
    27th European Signal Processing Conference EUSIPCO 2019 (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 2-6.09.2019
    Status:
    Published
  2. A new method of noncausal identification of time-varying systems
    Authors:
    Maciej Niedźwiecki, Marcin Ciołek, Artur Gańcza, Piotr Kaczmarek
    Conference:
    IEEE Conference on Signal Processing: Algorithms, Architectures, Arrangements and Applications, SPA 2020 (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 23-25.09.2020
    Status:
    Published
  3. Local basis function estimators for identification of nonstationary systems
    Authors:
    Maciej Niedźwiecki, Marcin Ciołek, Artur Gańcza;
    Conference:
    58th Conference on Decision and Control CDC'2019 (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 11-13.12.2019
    Status:
    Published
  4. On the preestimation technique and its application to identification of nonstationary systems
    Authors:
    Maciej Niedźwiecki, Artur Gańcza, Marcin Ciołek
    Conference:
    59th Conference on Decision and Control CDC'2020 (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 14-18.12.2020
    Status:
    Published
  5. Regularized identification of fast time- varying systems - comparison of two regularization strategies
    Authors:
    Artur Gańcza, Maciej Niedźwiecki
    Conference:
    60th IEEE Conference on Decision and Control, CDC'2021 (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 13-15.12.2021
    Status:
    Published
  6. Adaptive identification of underwater acoustic channel with a mix of static and time-varying parameters
    Authors:
    Maciej Niedźwiecki, Artur Gańcza, Lu Shen, Yuriy Zakharov
    Conference:
    2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 23-27.05.2022
    Status:
    Published
  7. Bidirectional preestimates and their application to identification of fast time-varying systems
    Authors:
    Maciej Niedźwiecki, Artur Gańcza, Lu Shen, Yuriy Zakharov
    Conference:
    2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (rok: 2023, ), Wydawca: IEEE
    Data:
    konferencja 4-10 czerwiec
    Status:
    Accepted for publication
  8. Fast Basis Function Estimators for Identification of Nonstationary Stochastic Processes
    Authors:
    Maciej Niedźwiecki, Marcin Ciołek, Artur Gańcza
    Conference:
    27th European Signal Processing Conference EUSIPCO 2019 (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 2-6.09.2019
    Status:
    Published
  9. Regularized identification of time-varying FIR systems based on generalized cross-validation
    Authors:
    Artur Gańcza, Maciej Niedźwiecki
    Conference:
    2021 29th European Signal Processing Conference (EUSIPCO) (rok: 2021, ), Wydawca: EURASIP
    Data:
    konferencja 23-27.08.2021
    Status:
    Published
  10. Optimally regularized local basis function approach to identification of time-varying systems
    Authors:
    Maciej Niedźwiecki, Artur Gańcza
    Conference:
    2022 IEEE 61st Conference on Decision and Control (CDC) (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 6-9.12
    Status:
    Published

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