Real-Time Modeling of Hand Movements on STM32 Using Adaptive Fourier Linear Combiner Adaptif Fourier Lineer Birles tirici Kullanarak El Hareketlerinin Gerc ek Zamanli olarak STM32 Uzerinde Modellenmesi

Gugenir M. E., Cicek I., MENGÜÇ E. C., DEMİR R.

2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025, Bursa, Turkey, 10 - 12 September 2025, (Full Text) identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/asyu67174.2025.11208304
  • City: Bursa
  • Country: Turkey
  • Keywords: Acceleration, Adaptive modeling, Fourier linear combiner, Hand movements, Least mean square algorithm, STM32 F4
  • Kayseri University Affiliated: Yes

Abstract

In this study, hand movements measured with the help of an accelerometer are modeled in real-time on STM32 F4 hardware using the adaptive Fourier Linear Combiner (FLC) based Least Mean Square (LMS) algorithm. In this context, an interface program is also developed to model acceleration data simultaneously. With the help of the relevant interface program, both the parameters of the FLC-based LMS algorithm are adjusted, and the measurement and modeling outputs are observed simultaneously.