作者
Vaibhav Soni, Shashank Jaiswal, Vijay Bhaskar Semwal, Bholanath Roy, Dilip Kumar Choubey, Dheeresh K Mallick
发表日期
2023/1/1
图书
Machine Learning, Image Processing, Network Security and Data Sciences: Select Proceedings of 3rd International Conference on MIND 2021
页码范围
505-516
出版商
Springer Nature Singapore
简介
Human activity recognition (HAR) uses sensor-based technology to predict human activity using sensor-generated time-series data. According to recent studies, researchers have been drawn to the area of HAR as the use of mobile devices with various sensors has increased in several research areas in health care that includes the identification of gait abnormality in brain or neurological disorder subjects, designing techniques for clinical gait analyses of a disabled and elderly person, etc. HAR is especially essential on the Internet of healthcare things (IoHT) because of the increasing growth of the Internet of Things (IoT) technology incorporated in numerous smart products and wearable technology (such as smartwatches and smartphones) that have a significant impact on the life of human. A deep neural network (DNN) comprising a bidirectional gated recurrent unit (BiGRU) and two convolutional layers is …
学术搜索中的文章
V Soni, S Jaiswal, VB Semwal, B Roy, DK Choubey… - … Learning, Image Processing, Network Security and …, 2023