HandGest: Hierarchical Sensing for Robust-in-the-Air Handwriting Recognition With Commodity WiFi Devices

Enhancing RF Sensing with Deep Learning: A Layered Approach

(2021) Tianyue Zheng et al.   IEEE COMMUNICATIONS MAGAZINE

Non-iterative and Fast Deep Learning: Multilayer Extreme Learning Machines

(2020) Jie Zhang et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Robust extreme learning machine for modeling with unknown noise

(2020) Jie Zhang et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Respiration Tracking for People Counting and Recognition

(2020) Fengyu Wang et al.   IEEE Internet of Things Journal

Data and Knowledge Twin Driven Integration for Large-Scale Device-Free Localization

(2020) Jie Zhang et al.   IEEE Internet of Things Journal

Integrated Multiple Kernel Learning for Device-Free Localization in Cluttered Environments Using Spatiotemporal Information

(2020) Jie Zhang et al.   IEEE Internet of Things Journal

WiFi Sensing with Channel State Information

(2019) Yongsen Ma et al.   ACM COMPUTING SURVEYS

Towards Location Independent Gesture Recognition with Commodity WiFi Devices

(2019) Yong Lu et al.   Electronics

Practical Device-Free Gesture Recognition Using WiFi Signals Based on Metalearning

(2019) Xiaorui Ma et al.   IEEE Transactions on Industrial Informatics

Learning Gestures From WiFi: A Siamese Recurrent Convolutional Architecture

(2019) Jianfei Yang et al.   IEEE Internet of Things Journal

Door-Monitor: Counting In-and-Out Visitors With COTS WiFi Devices

(2019) Yanni Yang et al.   IEEE Internet of Things Journal

Wi-Fi CSI-Based Behavior Recognition: From Signals and Actions to Activities

(2018) Zhu Wang et al.   IEEE COMMUNICATIONS MAGAZINE

RF Sensing in the Internet of Things: A General Deep Learning Framework

(2018) Xuyu Wang et al.   IEEE COMMUNICATIONS MAGAZINE

On Spatial Diversity in WiFi-based Human Activity Recognition: A Deep Learning based Approach

(2018) Fangxin Wang et al.   IEEE Internet of Things Journal

A Survey on Behavior Recognition Using WiFi Channel State Information

(2017) Siamak Yousefi et al.   IEEE COMMUNICATIONS MAGAZINE

Device-Free WiFi Human Sensing: From Pattern-Based to Model-Based Approaches

(2017) Dan Wu et al.   IEEE COMMUNICATIONS MAGAZINE

Wi-Fi Radar: Recognizing Human Behavior with Commodity Wi-Fi

(2017) Yongpan Zou et al.   IEEE COMMUNICATIONS MAGAZINE

Non-Invasive Detection of Moving and Stationary Human With WiFi

(2015) Chenshu Wu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Tool release

(2011) Daniel Halperin et al.   ACM SIGCOMM Computer Communication Review

What Is a Savitzky-Golay Filter? [Lecture Notes]

(2011) Ronald Schafer   IEEE SIGNAL PROCESSING MAGAZINE