A WiFi-based method for recognizing fine-grained multiple-subject human activities
MG Moghaddam, AAN Shirehjini… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Device-free human activity recognition (HAR) has gained attention in recent years. While
much has been done in coarse-grained HAR, the recognition of fine-grained human …
much has been done in coarse-grained HAR, the recognition of fine-grained human …
Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition
Background With the rapid development of technology, human activity recognition (HAR)
from sensor data has become a key element for many real-world applications, such as …
from sensor data has become a key element for many real-world applications, such as …
DeepTransHAR: a novel clustering-based transfer learning approach for recognizing the cross-domain human activities using GRUs (Gated Recurrent Units) …
Deep learning models have gained widespread acceptance in recent decades for their
ability to recognize human activities. In terms of automated feature extraction capability and …
ability to recognize human activities. In terms of automated feature extraction capability and …
Human activity recognition with device-free sensors for well-being assessment in smart homes
Human Activity Recognition (HAR) has attracted much attention in the last two decades with
applications such as remote health monitoring, security and surveillance, and smart …
applications such as remote health monitoring, security and surveillance, and smart …
Human activity recognition and prediction: overview and research gaps
D Nagpal, S Gupta - 2023 IEEE 8th International Conference …, 2023 - ieeexplore.ieee.org
With several applications in the disciplines of healthcare, human-computer interaction,
assistive learning, and many others, Human Actions Recognition, or HAR, is a trending …
assistive learning, and many others, Human Actions Recognition, or HAR, is a trending …
Optimizing presence sensing lighting for energy efficiency and user behavioral needs in small Swedish homes
RK Sithravel, T Olsson, M Aries - Leukos, 2024 - Taylor & Francis
ABSTRACT A hybrid workstyle is becoming more common post-COVID-19, and longer
occupancy hours at home are increasing household electricity consumption. Small homes …
occupancy hours at home are increasing household electricity consumption. Small homes …
A Review of Tags Anti-Collision Identification Methods Used in RFID Technology
L Wang, Z Luo, R Guo, Y Li - Electronics, 2023 - mdpi.com
With radio frequency identification (RFID) becoming a popular wireless technology, more
and more relevant applications are emerging. Therefore, anti-collision algorithms, which …
and more relevant applications are emerging. Therefore, anti-collision algorithms, which …
VAX: Using Existing Video and Audio-based Activity Recognition Models to Bootstrap Privacy-Sensitive Sensors
The use of audio and video modalities for Human Activity Recognition (HAR) is common,
given the richness of the data and the availability of pre-trained ML models using a large …
given the richness of the data and the availability of pre-trained ML models using a large …
RecurrentHAR: a novel transfer learning-based deep learning model for sequential, complex, concurrent, interleaved, and heterogeneous type human activity …
Smartphone sensor-based Human Activity Recognition (HAR) is a significant facilitator for
many real-world applications such as smart homes, personal healthcare, and illness …
many real-world applications such as smart homes, personal healthcare, and illness …
Computational Barthel Index: an automated tool for assessing and predicting activities of daily living among nursing home patients
J Wojtusiak, N Asadzadehzanjani, C Levy… - BMC medical informatics …, 2021 - Springer
Background Assessment of functional ability, including activities of daily living (ADLs), is a
manual process completed by skilled health professionals. In the presented research, an …
manual process completed by skilled health professionals. In the presented research, an …