COSAM » Events » 2021 » November » DMS Colloquium: Dr. Xuyu Wang

DMS Colloquium: Dr. Xuyu Wang
Time: Nov 05, 2021 (04:00 PM)
Location: ZOOM

Details:

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Speaker: Dr. Xuyu Wang (Assistant Professor at California State University, Sacramento)

Title: Artificial Intelligence of Things for Robust Wireless Sensing Systems 

 

Abstract: With the development of Internet of Things (IoT) and wireless techniques, several wireless signals (e.g., Wi-Fi, RFID, Acoustic, Radar, and LoRa) can be exploited for wireless sensing applications. Artificial Intelligence of Things (AIoT) is an integrative technology, which could leverage artificial intelligence (e.g., deep learning) to develop data-driven IoT applications. To address some fundamental challenges (e.g., black-box model, limited labeled data, different data domains) in deep learning-driven wireless sensing systems, in this talk, I will mainly discuss three robust wireless sensing systems (i.e., deep Gaussian processes for indoor localization, recurrent variational autoencoder for human health monitoring, and meta-learning for human pose estimation) using different wireless IoT devices. 

 

Faculty host: Guanqun Cao





Last updated: 10/28/2021