Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Forearm muscle activity estimation using relative spatial electrode alignment

2015/17/N/ST6/03571

Keywords:

electromyography hand gesture contraction strength estimation muscle fatigue on-line EMG database

Descriptors:

  • ST6_9: Human computer interaction, speech recognition and synthesis, natural language processing
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Poznańska, Wydział Elektryczny

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Jakub Tomczyński 

Number of co-investigators in the project: 3

Call: PRELUDIUM 9 - announced on 2015-03-16

Amount awarded: 67 680 PLN

Project start date (Y-m-d): 2016-03-24

Project end date (Y-m-d): 2019-03-23

Project duration:: 36 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.

Equipment purchased [PL]

  1. Modułowy system pomiaru siły generowanej podczas chwytów (1 304 PLN)

Information in the final report

  • Publication in academic press/journals (1)
  • Articles in post-conference publications (3)
  • Book publications / chapters in book publications (2)
  1. putEMG - A Surface Electromyography Hand Gesture Recognition Dataset
    Authors:
    Piotr Kaczmarek; Tomasz Mańkowski; Jakub Tomczyński
    Academic press:
    Sensors (rok: 2019, tom: 19, strony: 17), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s19163548 - link to the publication
  1. Localisation method for sEMG electrode array, towards hand gesture recognition HMI development
    Authors:
    Jakub Tomczyński, Tomasz Mańkowski, Piotr Kaczmarek
    Conference:
    Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2017 (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 20-22.09.2017
    Status:
    Published
  2. EKF-based method for kinematic configuration estimation of finger-like structure using low grade multi-IMU system
    Authors:
    Piotr Kaczmarek; Jakub Tomczyński; Tomasz Mańkowski
    Conference:
    2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI) (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 19-21.09.2016
    Status:
    Published
  3. Influence of sEMG electrode matrix configuration on hand gesture recognition performance
    Authors:
    Jakub Tomczyński, Tomasz Mańkowski, Piotr Kaczmarek
    Conference:
    Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2017 (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 20-22.09.2017
    Status:
    Published
  1. CIE-DataGlove, A Multi-IMU System for Hand Posture Tracking
    Authors:
    Tomasz Mańkowski; Jakub Tomczyński; Piotr Kaczmarek
    Book:
    Automation 2017: Innovations in Automation, Robotics and Measurement Techniques (rok: 2017, tom: 550, strony: 268--276), Wydawca: Springer International Publishing
    Status:
    Published
    DOI:
    link to the publication
  2. Cross-Sensor Calibration Procedure for Magnetometer and Inertial Units
    Authors:
    Jakub Tomczyński; Tomasz Mańkowski; Piotr Kaczmarek
    Book:
    Automation 2017: Innovations in Automation, Robotics and Measurement Techniques (rok: 2017, tom: 550, strony: 450-459), Wydawca: Springer International Publishing
    Status:
    Published
    DOI:
    link to the publication

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