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Sensor-based datasets for human activity recognition–a systematic review of literature
The research area of ambient assisted living has led to the development of activity
recognition systems (ARS) based on human activity recognition (HAR). These systems …
recognition systems (ARS) based on human activity recognition (HAR). These systems …
A comprehensive study of activity recognition using accelerometers
This paper serves as a survey and empirical evaluation of the state-of-the-art in activity
recognition methods using accelerometers. The paper is particularly focused on long-term …
recognition methods using accelerometers. The paper is particularly focused on long-term …
Design and implementation of a convolutional neural network on an edge computing smartphone for human activity recognition
Edge computing aims to integrate computing into everyday settings, enabling the system to
be context-aware and private to the user. With the increasing success and popularity of deep …
be context-aware and private to the user. With the increasing success and popularity of deep …
[HTML][HTML] A survey on ambient sensor-based abnormal behaviour detection for elderly people in healthcare
With advances in machine learning and ambient sensors as well as the emergence of
ambient assisted living (AAL), modeling humans' abnormal behaviour patterns has become …
ambient assisted living (AAL), modeling humans' abnormal behaviour patterns has become …
SPHERE: A sensor platform for healthcare in a residential environment
It can be tempting to think about smart homes like one thinks about smart cities. On the
surface, smart homes and smart cities comprise coherent systems enabled by similar …
surface, smart homes and smart cities comprise coherent systems enabled by similar …
Ambient intelligence-based multimodal human action recognition for autonomous systems
Human activity recognition can deduce the behaviour of one or more people from a set of
sensor measurements. Despite its widespread applications in monitoring activities, robotics …
sensor measurements. Despite its widespread applications in monitoring activities, robotics …
The SPHERE challenge: Activity recognition with multimodal sensor data
This paper outlines the Sensor Platform for HEalthcare in Residential Environment
(SPHERE) project and details the SPHERE challenge that will take place in conjunction with …
(SPHERE) project and details the SPHERE challenge that will take place in conjunction with …
Temporal-frequency attention-based human activity recognition using commercial WiFi devices
Human activity recognition has been growing for decades in a variety of technological
disciplines. However, in the existing WiFi-based human activity recognition systems, there …
disciplines. However, in the existing WiFi-based human activity recognition systems, there …
Ambient intelligence-based smart classroom model
V Radosavljevic, S Radosavljevic… - Interactive Learning …, 2022 - Taylor & Francis
This paper introduces the smart classroom learning model based on the concept of ambient
intelligence. By analyzing a smart classroom, the ambient intelligence system detects a …
intelligence. By analyzing a smart classroom, the ambient intelligence system detects a …
Graph-Based Methods for Multimodal Indoor Activity Recognition: A Comprehensive Survey
This survey article explores graph-based approaches to multimodal human activity
recognition in indoor environments, emphasizing their relevance to advancing multimodal …
recognition in indoor environments, emphasizing their relevance to advancing multimodal …