A Systematic Review of Human Activity Recognition Based On Mobile Devices: Overview, Progress and Trends

Y Yin, L Xie, Z Jiang, F Xiao, J Cao… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Due to the ever-growing powers in sensing, computing, communicating and storing, mobile
devices (eg, smartphone, smartwatch, smart glasses) become ubiquitous and an …

CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pretraining

Z Hong, Z Li, S Zhong, W Lyu, H Wang, Y Ding… - Proceedings of the …, 2024 - dl.acm.org
The increasing availability of low-cost wearable devices and smartphones has significantly
advanced the field of sensor-based human activity recognition (HAR), attracting …

MultiSense: Cross-labelling and Learning Human Activities Using Multimodal Sensing Data

L Zhang, D Zheng, M Yuan, F Han, Z Wu… - ACM Transactions on …, 2023 - dl.acm.org
To tap into the gold mine of data generated by Internet of Things (IoT) devices with
unprecedented volume and value, there is an urgent need to efficiently and accurately label …