摘要 : With the rapid advancement of wearable devices,Human Activities Recognition(HAR)based on these devices has emerged as a prominent research field.The objective of this study is to enhance the recognition performance of HAR by propo... 展开
作者 | Yuesheng Zhao Xiaoling Wang Yutong Luo Muhammad Shamrooz Aslam |
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作者单位 | |
期刊名称 | 《Computers, Materials & Continua》 |
期刊英文名称 | 《计算机、材料和连续体(英文)》 |
页码/总页数 | P.3325-3347 / 23 |
语种/中图分类号 | 汉语 / TP3 |
关键词 | Human activity recognition accelerometer CNN LSTM deployment temporal and spatial information |
DOI | 10.32604/cmc.2023.040528 |
基金项目 | supported by the Guangxi University of Science and Technology,Liuzhou,China,sponsored by the Researchers Supporting Project(No.XiaoKeBo21Z27,The Construction of Electronic Information Team supported by Artificial Intelligence Theory and Three-dimensional Visual Technology,Yuesheng Zhao);supported by the 2022 Laboratory Fund Project of the Key Laboratory of Space-Based Integrated Information System(No.SpaceInfoNet20221120,Research on the Key Technologies of Intelligent Spatiotemporal Data Engine Based on Space-Based Information Network,Yuesheng Zhao);supported by the 2023 Guangxi University Young and Middle-Aged Teachers’Basic Scientific Research Ability Improvement Project(No.2023KY0352,Research on the Recognition of Psychological Abnormalities in College Students Based on the Fusion of Pulse and EEG Techniques,Yutong Luo). |