Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Event based signal analysis, recognition and detection

2017/27/B/ST7/03082

Keywords:

signal theory event based methods pattern recognition nonparametric methods

Descriptors:

  • ST7_7: Signal processing
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

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

Host institution :

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Elektrotechniki, Automatyki, Informatyki i Inżynierii Biomedycznej

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Mirosław Pawlak 

Number of co-investigators in the project: 4

Call: OPUS 14 - announced on 2017-09-15

Amount awarded: 692 250 PLN

Project start date (Y-m-d): 2018-09-03

Project end date (Y-m-d): 2023-12-02

Project duration:: 36 months (the same as in the proposal)

Project status: Project completed

Project description

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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 (10)
  • Articles in post-conference publications (5)
  • Book publications / chapters in book publications (1)
  1. Coarse-arithmetic coordinate descent for the resolution of semidefinite linear systems
    Authors:
    Nguyen T. Thao | Dominik Rzepka
    Academic press:
    Numer Linear Algebra Appl (rok: 2021, tom: brak, strony: 45674), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/nla.2377 - link to the publication
  2. Very short-term probabilistic wind power prediction using sparse machine learning and nonparametric density estimation algorithms
    Authors:
    Jiaqing Lv, Xiaodong Zheng , Mirosław Pawlak, Weike Mo, Marek Miśkowicz
    Academic press:
    Renewable Energy (rok: 2021, tom: 177, strony: 181-192), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.renene.2021.05.123 - link to the publication
  3. Bandlimited signal reconstruction from leaky integrate-andfire encoding using POCS
    Authors:
    Thao, Nguyen, Rzepka, Dominik, Miskowicz, Marek
    Academic press:
    IEEE Transactions on Signal Processing (rok: 2023, tom: 71, strony: 1464 - 1479), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TSP.2023.3256269 - link to the publication
  4. POCS-based framework of signal reconstruction from generalized non-uniform samples
    Authors:
    Nguyen T. Thao, Dominik Rzepka, Marek Miskowicz
    Academic press:
    IEEE Transactions on Signal Processing (rok: 2022, tom: -, strony: -), Wydawca: IEEE
    Status:
    Submitted
    DOI:
    - - link to the publication
  5. Time Encoding of Bandlimited Signals: Reconstruction by Pseudo-Inversion and Time-Varying Multiplierless FIR Filtering
    Authors:
    N.T.Thao, D. Rzepka
    Academic press:
    IEEE TRANSACTIONS ON SIGNAL PROCESSING (rok: 2021, tom: 69, strony: 341-356), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TSP.2020.3043809 - link to the publication
  6. Differentiating signal from artefacts in cosmic ray detection: applying siamese spiking neural networks to CREDO experimental data
    Authors:
    M. Pabian, D. Rzepka, L. Bibrzycki, M.Pawlak
    Academic press:
    Measurement (rok: 2023, tom: 220, strony: 13273), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.measurement.2023.113273 - link to the publication
  7. Nonparametric Testing for Hammerstein Systems
    Authors:
    Mirosław Pawlak, Jiaqing Lv
    Academic press:
    IEEE Transaction on Automatic Control (rok: 2022, tom: 67, strony: 4568-4584), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAC.2022.3171389 - link to the publication
  8. Prediction and Mitigation of Power System Inter-Area Oscillation Mode Based on Single Index Model
    Authors:
    Weike Mo, Jiaqing Lv, Miroslaw Pawlak, HaoyongChen
    Academic press:
    International Journal of Electrical Power and Energy Systems (rok: 2024, tom: -, strony: -), Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    - - link to the publication
  9. Nonparametric Specification Testing for Signal Models
    Authors:
    Mirosław Pawlak and Ulrich Stadtm¨uller
    Academic press:
    IEEE Trans. on Information Theory (rok: 2020, tom: 66, strony: 6434-6448), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TIT.2020.3007406 - link to the publication
  10. A Multilevel Modeling Approach Towards Wind Farm Aggregated Power Curve
    Authors:
    Mehrdad Mehrjoo , Mohammad Jafari Jozani , Miroslaw Pawlak , Bagen Bagen
    Academic press:
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (rok: 2021, tom: 12, strony: 2230-2237), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TSTE.2021.3087018 - link to the publication
  1. Sampling classes of non-bandlimited signals using integrate-and-fire devices: Average case analysis
    Authors:
    R.Alexandru, N.T.Thao, D. Rzepka, P.L. Dragotti
    Conference:
    IEEE International Conference on Acoustics, Speech and Signal Processing (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 4-8 Maj
    Status:
    Published
  2. SUPERVISED TRAINING OF SIAMESE SPIKING NEURAL NETWORKS WITH EARTH MOVER'S DISTANCE
    Authors:
    Mateusz Pabian, Dominik Rzepka, Mirosław Pawlak
    Conference:
    ICASSP 2022 (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 2022-05-22 do 2022-05-27
    Status:
    Published
  3. ASYMPTOTICALLY OPTIMAL NONPARAMETRIC CLASSIFICATION RULES FOR SPIKE TRAIN DATA
    Authors:
    Mirosław Pawlak, Mateusz Pabian, Dominik Rzepka
    Conference:
    IEEE International Conference on Acoustics, Speech and Signal Processing (rok: 2023, ), Wydawca: IEEE
    Data:
    konferencja 04.06.2023-10.06.2023
    Status:
    Published
  4. Signal Estimation from Level Crossings using Conditional Minimum Mean Square Error Predictor
    Authors:
    Maciej Ordowski, Mirosław Pawlak, Dominik Rzepka, Marek Miśkowicz
    Conference:
    8th International Conference on Event-Based Control, Communication, and Signal Processing EBCCSP 2022 (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 22-24 June 2022
    Status:
    Published
  5. Nonparametric estimation of local bandwidth from level crossings sampling
    Authors:
    M.Pawlak, D. Rzepka, M. Miskowicz
    Conference:
    SAMPTA2023 (rok: 2023, ), Wydawca: IEEE
    Data:
    konferencja 10-14 Lipiec
    Status:
    Published
  1. Radial Moments Based Object Recovery Under Symmetry Constraints
    Authors:
    Mirosław Pawlak, Gurmukh Singh Panesar
    Book:
    Recent Progress in Image Moments and Moment Invariants (rok: 2021, tom: 7, strony: 29-52), Wydawca: Science Gate Publishing
    Status:
    Published

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