Scaling Activity Recognition Using Channel State Information Through Convolutional Neural Networks and Transfer Learning
Author:
Affiliation:
1. University of Twente, Enschede, Netherlands
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3363347.3363362
Reference22 articles.
1. Q. Bu G. Yang J. Feng and X. Ming. 2018. Wi-Fi Based Gesture Recognition Using Deep Transfer Learning. In 2018 IEEE SmartWorld Ubiquitous Intelligence Computing Advanced Trusted Computing Scalable Computing Communications Cloud Big Data Computing Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). 590--595. Q. Bu G. Yang J. Feng and X. Ming. 2018. Wi-Fi Based Gesture Recognition Using Deep Transfer Learning. In 2018 IEEE SmartWorld Ubiquitous Intelligence Computing Advanced Trusted Computing Scalable Computing Communications Cloud Big Data Computing Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). 590--595.
2. J. Choi W. Lee J. Lee J. Lee and S. Kim. 2017. Deep Learning Based NLOS Identification with Commodity WLAN Devices. IEEE Transactions on Vehicular Technology (2017). www.scopus.com Article in Press. J. Choi W. Lee J. Lee J. Lee and S. Kim. 2017. Deep Learning Based NLOS Identification with Commodity WLAN Devices. IEEE Transactions on Vehicular Technology (2017). www.scopus.com Article in Press.
3. Tool release
Cited by 13 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. Wi-Fi sensing based person identification and activity recognition using two-phase deep learning model;Engineering Applications of Artificial Intelligence;2024-06
2. Critical Analysis of Data Leakage in WiFi CSI-Based Human Action Recognition Using CNNs;Sensors;2024-05-16
3. CNN-based hybrid deep learning framework for human activity classification;International Journal of Sensor Networks;2024
4. An Efficient Human Activity Recognition System Using WiFi Channel State Information;IEEE Systems Journal;2023-12
5. ImgFi: A High Accuracy and Lightweight Human Activity Recognition Framework Using CSI Image;IEEE Sensors Journal;2023-09-15
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