Wi-Fi-based sensing for gesture control applications

Mu Cyan Tang; Yi Chen Lai; Min Hui Lin; Chien Lun Chen; Chuan Chi Chou; Fu Kang Wang; Chia Hung Yeh; Chien Jung Li; Tzyy Sheng Jason Horng

doi:10.1049/PBCE125E_ch3

Wi-Fi-based sensing for gesture control applications

Mu Cyan Tang, Yi Chen Lai, Min Hui Lin, Chien Lun Chen, Chuan Chi Chou, Fu Kang Wang, Chia Hung Yeh, Chien Jung Li, Tzyy Sheng Jason Horng

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

This chapter introduces a Wi-Fi-based sensing technology that is able to detect and recognize hand gestures with Wi-Fi signals. It covers the underlying theory and state-of-the-art sensor systems. It also demonstrates several gesture control applications with the additional use of machine learning and sensor fusion techniques.

Original language	English
Title of host publication	Short-Range Micro-Motion Sensing with Radar Technology
Publisher	Institution of Engineering and Technology
Pages	45-88
Number of pages	44
ISBN (Electronic)	9781785617607
DOIs	https://doi.org/10.1049/PBCE125E_ch3
Publication status	Published - 2019 Jan 1

Keywords

Gesture recognition
Hand gesture control applications
Hand gesture detection
Hand gesture recognition
Learning (artificial intelligence)
Machine learning
Sensor fusion
Sensor fusion technique
Telecommunication control
Wi-fi signals
Wi-fi-based sensing systems
Wireless LAN
Wireless sensor networks

ASJC Scopus subject areas

General Engineering
General Physics and Astronomy
General Computer Science

Access to Document

10.1049/PBCE125E_ch3

Cite this

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title = "Wi-Fi-based sensing for gesture control applications",

abstract = "This chapter introduces a Wi-Fi-based sensing technology that is able to detect and recognize hand gestures with Wi-Fi signals. It covers the underlying theory and state-of-the-art sensor systems. It also demonstrates several gesture control applications with the additional use of machine learning and sensor fusion techniques.",

keywords = "Gesture recognition, Hand gesture control applications, Hand gesture detection, Hand gesture recognition, Learning (artificial intelligence), Machine learning, Sensor fusion, Sensor fusion technique, Telecommunication control, Wi-fi signals, Wi-fi-based sensing systems, Wireless LAN, Wireless sensor networks",

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doi = "10.1049/PBCE125E_ch3",

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AU - Tang, Mu Cyan

AU - Lai, Yi Chen

AU - Lin, Min Hui

AU - Chen, Chien Lun

AU - Chou, Chuan Chi

AU - Wang, Fu Kang

AU - Yeh, Chia Hung

AU - Li, Chien Jung

AU - Horng, Tzyy Sheng Jason

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PY - 2019/1/1

Y1 - 2019/1/1

N2 - This chapter introduces a Wi-Fi-based sensing technology that is able to detect and recognize hand gestures with Wi-Fi signals. It covers the underlying theory and state-of-the-art sensor systems. It also demonstrates several gesture control applications with the additional use of machine learning and sensor fusion techniques.

AB - This chapter introduces a Wi-Fi-based sensing technology that is able to detect and recognize hand gestures with Wi-Fi signals. It covers the underlying theory and state-of-the-art sensor systems. It also demonstrates several gesture control applications with the additional use of machine learning and sensor fusion techniques.

KW - Gesture recognition

KW - Hand gesture control applications

KW - Hand gesture detection

KW - Hand gesture recognition

KW - Learning (artificial intelligence)

KW - Machine learning

KW - Sensor fusion

KW - Sensor fusion technique

KW - Telecommunication control

KW - Wi-fi signals

KW - Wi-fi-based sensing systems

KW - Wireless LAN

KW - Wireless sensor networks

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M3 - Chapter

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BT - Short-Range Micro-Motion Sensing with Radar Technology

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ER -

Wi-Fi-based sensing for gesture control applications

Abstract

Keywords

ASJC Scopus subject areas

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