1 publication

• Published Subscription Review Article 24 Jan 2025

  Signal Feature Extraction and Machine Learning Techniques for Human Activity Recognition

  By Aparna M. Bagde, Madhavi N. Jadhav, Suvarna A. Pathak

  Abstract: Human Activity Recognition (HAR) has emerged as a critical field of study with diverse applications in healthcare, fitness tracking, smart homes, and human-computer interaction. The aim of this research is to create an efficient HAR system through advanced techniques characterized by signal feature extraction and machine learning algorithms. The MEMS sensors are used appropriately during data mining to extract time-domain, frequency-domain, and statistical features, which are subsequently passed to the …

  Published in Journal of Mobile Computing, Communications & Mobile Networks · Vol. 12, Issue 1, 2025 · pp. 24–41 Read article →