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

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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

N1 - Publisher Copyright: © The Institution of Engineering and Technology 2019.

PY - 2019/1/1

Y1 - 2019/1/1

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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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DO - 10.1049/PBCE125E_ch3

M3 - Chapter

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EP - 88

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

PB - Institution of Engineering and Technology

ER -

Wi-Fi-based sensing for gesture control applications

Abstract

Keywords

ASJC Scopus subject areas

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