A Survey on Human Activity Recognition Using Accelerometer Sensor
Umran Alrazzak, Bassem Alhalabi · 2019
Human Activity Recognition (HAR) has gained significant attention due to its wide range of applications and its promises in remote and automated health domains. Many studies in HAR used different types of sensors. In this paper, we are providing a comprehensive survey on HAR. This paper focuses on accelerometer (ACC) sensor as a primary source of data for activity detection. A survey that is a comparative study comparing various techniques and algorithms in the literature using ACC for data generation, is provided. The learning module for HAR is explored. The factors impacting the HAR when ACC is on usage are explored in addition of the challenges of HAR and future trends of research.