research-article

SideSwipe: detecting in-air gestures around mobile devices using actual GSM signal

Authors:

Md Tanvir Islam Aumi,

Matthew S. ReynoldsAuthors Info & Claims

UIST '14: Proceedings of the 27th annual ACM symposium on User interface software and technology

Pages 527 - 534

https://doi.org/10.1145/2642918.2647380

Published: 05 October 2014 Publication History

Abstract

Current smartphone inputs are limited to physical buttons, touchscreens, cameras or built-in sensors. These approaches either require a dedicated surface or line-of-sight for interaction. We introduce SideSwipe, a novel system that enables in-air gestures both above and around a mobile device. Our system leverages the actual GSM signal to detect hand gestures around the device. We developed an algorithm to convert the discrete and bursty GSM pulses to a continuous wave that can be used for gesture recognition. Specifically, when a user waves their hand near the phone, the hand movement disturbs the signal propagation between the phone's transmitter and added receiving antennas. Our system captures this variation and uses it for gesture recognition. To evaluate our system, we conduct a study with 10 participants and present robust gesture recognition with an average accuracy of 87.2% across 14 hand gestures.

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Cited By

Liu LCao ZLi T(2023)FaceTouch: Practical Face Touch Detection with a Multimodal Wearable System for Epidemiological SurveillanceProceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation10.1145/3576842.3582368(13-26)Online publication date: 9-May-2023
https://dl.acm.org/doi/10.1145/3576842.3582368
Matulic FKashima TBeker DSuzuo DFujiwara HVogel D(2023)Above-Screen Fingertip Tracking with a Phone in Virtual RealityExtended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544549.3585728(1-7)Online publication date: 19-Apr-2023
https://dl.acm.org/doi/10.1145/3544549.3585728
Grubert J(2023)Mixed Reality Interaction TechniquesSpringer Handbook of Augmented Reality10.1007/978-3-030-67822-7_5(109-129)Online publication date: 1-Jan-2023
https://doi.org/10.1007/978-3-030-67822-7_5
Show More Cited By

Index Terms

SideSwipe: detecting in-air gestures around mobile devices using actual GSM signal
1. Human-centered computing
  1. Human computer interaction (HCI)
    1. Interaction devices
      1. Touch screens
    2. Interaction paradigms
      1. Graphical user interfaces

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cover image ACM Conferences

UIST '14: Proceedings of the 27th annual ACM symposium on User interface software and technology

October 2014

722 pages

ISBN:9781450330695

DOI:10.1145/2642918

General Chair:
Hrvoje Benko
Microsoft Research, USA
,
Program Chairs:
Mira Dontcheva
Adobe, USA
,
Daniel Wigdor
University of Toronto, Canada

Copyright © 2014 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 05 October 2014

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UIST '14

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UIST '14: The 27th Annual ACM Symposium on User Interface Software and Technology

October 5 - 8, 2014

Hawaii, Honolulu, USA

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UIST '14 Paper Acceptance Rate 74 of 333 submissions, 22%;

Overall Acceptance Rate 842 of 3,967 submissions, 21%

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Cited By

Liu LCao ZLi T(2023)FaceTouch: Practical Face Touch Detection with a Multimodal Wearable System for Epidemiological SurveillanceProceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation10.1145/3576842.3582368(13-26)Online publication date: 9-May-2023
https://dl.acm.org/doi/10.1145/3576842.3582368
Matulic FKashima TBeker DSuzuo DFujiwara HVogel D(2023)Above-Screen Fingertip Tracking with a Phone in Virtual RealityExtended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544549.3585728(1-7)Online publication date: 19-Apr-2023
https://dl.acm.org/doi/10.1145/3544549.3585728
Grubert J(2023)Mixed Reality Interaction TechniquesSpringer Handbook of Augmented Reality10.1007/978-3-030-67822-7_5(109-129)Online publication date: 1-Jan-2023
https://doi.org/10.1007/978-3-030-67822-7_5
Costagliola GDe Rosa MFuccella V(2023)Gesture‐Based ComputingHandbook of Human‐Machine Systems10.1002/9781119863663.ch32(397-408)Online publication date: 7-Jul-2023
https://doi.org/10.1002/9781119863663.ch32
Al-rawashdeh MKeikhosrokiani PBelaton BAlawida MZwiri A(2022)IoT Adoption and Application for Smart Healthcare: A Systematic ReviewSensors10.3390/s2214537722:14(5377)Online publication date: 19-Jul-2022
https://doi.org/10.3390/s22145377
Wei HLi ZGalvan ASu ZZhang XPahlavan KSolovey E(2022)IndexPenProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/35346016:2(1-39)Online publication date: 7-Jul-2022
https://dl.acm.org/doi/10.1145/3534601
Čopič Pucihar KAttygalle NKljun MSandor CLeiva L(2022)Solids on SoliProceedings of the ACM on Human-Computer Interaction10.1145/35322126:EICS(1-19)Online publication date: 17-Jun-2022
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Sun ZWang SLiu CMa X(2022)Metaphoraction: Support Gesture-based Interaction Design with Metaphorical MeaningsACM Transactions on Computer-Human Interaction10.1145/351189229:5(1-33)Online publication date: 20-Oct-2022
https://dl.acm.org/doi/10.1145/3511892
Song WSinghose WFrakes D(2022)Soli Radar Image-Based Target Localization2022 IEEE International Conference on Image Processing (ICIP)10.1109/ICIP46576.2022.9897226(746-750)Online publication date: 16-Oct-2022
https://doi.org/10.1109/ICIP46576.2022.9897226
Tang ZJiang YZhang YWei J(2022)WiFi perception of human gestures based on multi-dimensional association method research2022 3rd China International SAR Symposium (CISS)10.1109/CISS57580.2022.9971167(1-6)Online publication date: 2-Nov-2022
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