Liangqi Yuan
Liangqi Yuan
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🔥 Smart Pressure e-Mat for Human Sleeping Posture and Dynamic Activity Recognition
With the emphasis on healthcare, early childhood education, and fitness, non-invasive measurement and recognition methods have received …
Liangqi Yuan
,
Yuan Wei
,
Jia Li
IEEE Journal of Selected Areas in Sensors
November, 2024
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🔥 Decentralized Federated Learning: A Survey and Perspective
Federated learning (FL) has been gaining attention for its ability to share knowledge while maintaining user data, protecting privacy, …
Liangqi Yuan
,
Ziran Wang
,
Lichao Sun
,
Philip S. Yu
,
Christopher G. Brinton
IEEE Internet of Things Journal
May, 2024
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🔥 Digital Ethics in Federated Learning
The Internet of Things (IoT) consistently generates vast amounts of data, sparking increasing concern over the protection of data …
Liangqi Yuan
,
Ziran Wang
,
Christopher G. Brinton
IEEE Internet Computing
February, 2024
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Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges
Machine learning (ML) is widely used for key tasks in Connected and Automated Vehicles (CAV), including perception, planning, and …
Vishnu Pandi Chellapandi
,
Liangqi Yuan
,
Christopher G. Brinton
,
Stanislaw H. Żak
,
Ziran Wang
IEEE Transactions on Intelligent Vehicles
November, 2023
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Human Sensing via Passive Spectrum Monitoring
Human sensing is significantly improving our lifestyle in many fields such as elderly healthcare and public safety. Research has …
Huaizheng Mu
,
Liangqi Yuan
,
Jia Li
IEEE Open Journal of Instrumentation and Measurement
September, 2023
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Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application
Federated learning (FL) shines through in the internet of things (IoT) with its ability to realize collaborative learning and improve …
Liangqi Yuan
,
Su Lu
,
Ziran Wang
IEEE Internet of Things Journal
May, 2023
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Three Dimensional Indoor Positioning Based on Passive Radio Frequency Signal Strength Distribution
In recent years, indoor positioning systems (IPSs) have received attention from many research fields, such as robotics, navigation, …
Liangqi Yuan
,
Houlin Chen
,
Robert Ewing
,
Erik Blasch
,
Jia Li
IEEE Internet of Things Journal
March, 2023
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Interpretable Passive Multi-Modal Sensor Fusion for Human Identification and Activity Recognition
Human monitoring applications in indoor environments depend on accurate human identification and activity recognition (HIAR). Single …
Liangqi Yuan
,
Jack Andrews
,
Huaizheng Mu
,
Asad Vakil
,
Robert Ewing
,
Erik Blasch
,
Jia Li
Sensors
August, 2022
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⭐ Journal Cover
Velostat Sensor Array for Object Recognition
This paper presents a cost-effective pressure sensing system for object detection and identification. The pressure sensing system …
Liangqi Yuan
,
Hongwei Qu
,
Jia Li
IEEE Sensors Journal
December, 2021
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