DGRU based human activity recognition using channel state information

Measurement ◽

10.1016/j.measurement.2020.108245 ◽

2021 ◽

Vol 167 ◽

pp. 108245

Author(s):

Syed Mohsin Bokhari ◽

Sarmad Sohaib ◽

Ahsan Raza Khan ◽

Muhammad Shafi ◽

Atta ur Rehman Khan

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information

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A Dense Margin Network for Human Activity Recognition Based on Augmented Channel State Information

10.1109/swc50871.2021.00019 ◽

2021 ◽

Author(s):

Lijian Wei ◽

Jun Feng ◽

Yufei Liu ◽

Tuo Zhang ◽

Qirong Bu ◽

...

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information

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Human Activity Recognition and Prediction Based on Wi-Fi Channel State Information and Machine Learning

2019 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) ◽

10.1109/icaiic.2019.8669046 ◽

2019 ◽

Author(s):

Sang-Chul Kim ◽

Tae Gi Kim ◽

Sung Hyun Kim

Keyword(s):

Machine Learning ◽

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information

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Exploiting Wi-Fi Channel State Information for Artificial Intelligence-Based Human Activity Recognition of Similar Dynamic Motions

10.22215/etd/2020-14078 ◽

2020 ◽

Author(s):

Itaf Joudeh

Keyword(s):

Artificial Intelligence ◽

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information ◽

Similar Dynamic

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CSITime: Privacy-preserving human activity recognition using WiFi channel state information

Neural Networks ◽

10.1016/j.neunet.2021.11.011 ◽

2021 ◽

Author(s):

Santosh Kumar Yadav ◽

Siva Sai ◽

Akshay Gundewar ◽

Heena Rathore ◽

Kamlesh Tiwari ◽

...

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Privacy Preserving ◽

Human Activity Recognition ◽

Channel State ◽

State Information

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Human Activity Recognition System Based on Channel State Information

2018 IEEE 8th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER) ◽

10.1109/cyber.2018.8688345 ◽

2018 ◽

Author(s):

Xiaolong Yang ◽

Ailin He ◽

Mu Zhou ◽

Qing Jiang ◽

Zhihao Li

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Recognition System ◽

Human Activity Recognition ◽

Channel State ◽

State Information

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Differential Channel-State-Information-Based Human Activity Recognition in IoT Networks

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.2997237 ◽

2020 ◽

Vol 7 (11) ◽

pp. 11290-11302

Author(s):

Pritam Khan ◽

Bathula Shiva Karthik Reddy ◽

Ankur Pandey ◽

Sudhir Kumar ◽

Moustafa Youssef

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information

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Device Free Human Activity Recognition using WiFi Channel State Information

2019 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) ◽

10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00205 ◽

2019 ◽

Author(s):

Neena Damodaran ◽

Jorg Schafer

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information ◽

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Doppler Power Characteristics Obtained from Calibrated Channel State Information for Human Activity Recognition

2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) ◽

10.1109/vtc2020-spring48590.2020.9129187 ◽

2020 ◽

Author(s):

Ahmed Abdelgawwad ◽

Andreu Catala ◽

Matthias Patzold

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information ◽

Power Characteristics ◽

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Device-free Human Activity Recognition Based on GMM-HMM using Channel State Information

IEEE Access ◽

10.1109/access.2021.3082627 ◽

2021 ◽

pp. 1-1

Author(s):

Xiaoyan Cheng ◽

Binke Huang ◽

Jing Zong

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Channel State ◽

State Information ◽

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Human Activity Recognition Using Deep Learning Networks with Enhanced Channel State Information

2018 IEEE Globecom Workshops (GC Wkshps) ◽

10.1109/glocomw.2018.8644435 ◽

2018 ◽

Author(s):

Zhenguo Shi ◽

J. Andrew Zhang ◽

Rithard Xu ◽

Gengfa Fang

Keyword(s):

Deep Learning ◽

Activity Recognition ◽

Human Activity ◽

Channel State Information ◽

Human Activity Recognition ◽

Learning Networks ◽

Channel State ◽

State Information

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