Abstract The Human Activity Recognition (HAR) problem leverages pattern recognition to
classify physical human activities as they are captured by several sensor modalities. Remote
monitoring of an individual's activities has gained importance due to the reduction in travel
and physical activities during the pandemic. Research on HAR enables one person to either
remotely monitor or recognize another person's activity via the ubiquitous mobile device or
by using sensor-based Internet of Things (IoT). Our proposed work focuses on the accurate …