Low frequency signal classification using clustering methods

• Datum: 2024
• Hauptverfasser: Rahozin, D.V., Doroshenko, A.Yu.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2024
• Schlagworte: data classification; unsupervised learning; data clustering; sound processing; UDC 681.3
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/606
• Назва журналу: Problems in programming

The article considers the problem of low frequency signal classification, as sound or vibration pattern footprints may describe types of objects very well. In cases of a priori absence of object signal pattern information, the unsupervised learning methods based on clustering looks good enough for c...