On the Evaluation of Statistical and Mathematical Solutions in EMG Analysis

Şimşek B., ŞAVKLIYILDIZ A., Süzen E., POLAT Ö., ÇOLAK Ö. H.

International Conference of Numerical Analysis and Applied Mathematics 2022, ICNAAM 2022, Heraklion, Yunanistan, 19 - 25 Eylül 2022, cilt.3094 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 3094
  • Doi Numarası: 10.1063/5.0210141
  • Basıldığı Şehir: Heraklion
  • Basıldığı Ülke: Yunanistan
  • Anahtar Kelimeler: EMG signal, Feature Extraction, Frequency Domain, Statistical Analysis, Time Domain
  • Akdeniz Üniversitesi Adresli: Evet

Özet

Electromyogram is defined as the electrical activity that occurs on muscles during relaxation and contraction. EMG is a neurological examination method based on the examination of the electrical potential of nerves and striated muscles. This study focuses on a general guideline that includes the analysis steps of EMG. The most common way to examine data is to extract features. This can be done with in time and frequency domain. After the extraction, features can be used to diagnose patients’ disease or classify motions, disease and even can be used to determine levels of the disease.