A Novel Deep Multifeature Extraction Framework Based on Attention Mechanism Using Wearable Sensor Data for Human Activity Recognition
Author:
Affiliation:
1. School of Information Science and Engineering, Shandong University, Qingdao, China
2. Center of Optics Research and Engineering, Shandong University, Qingdao, China
Funder
National Key Research and Development Program of China
Natural Science Foundation of Shandong Province of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Instrumentation
Link
http://xplorestaging.ieee.org/ielx7/7361/10089784/10041829.pdf?arnumber=10041829
Reference33 articles.
1. Activity recognition using cell phone accelerometers
2. Inertial Sensor Data to Image Encoding for Human Action Recognition
3. CapsGaNet: Deep Neural Network Based on Capsule and GRU for Human Activity Recognition
4. A public domain dataset for human activity recognition using smartphones;anguita;Proc ESANN,2013
5. Deep ConvLSTM With Self-Attention for Human Activity Decoding Using Wearable Sensors
Cited by 19 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges;Sensors;2024-08-04
2. Decoding Human Activities: Analyzing Wearable Accelerometer and Gyroscope Data for Activity Recognition;IEEE Sensors Letters;2024-08
3. Resource-efficient, sensor-based human activity recognition with lightweight deep models boosted with attention;Computers and Electrical Engineering;2024-07
4. Full-coverage unobtrusive health monitoring of elders at homes;Internet of Things;2024-07
5. An Efficient and Optimized CNN-LSTM Framework for Complex Human Activity Recognition System Using Surface EMG Physiological Sensors and Feature Engineering;2024 IEEE Students Conference on Engineering and Systems (SCES);2024-06-21
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3