research-article

Acustico: Surface Tap Detection and Localization using Wrist-based Acoustic TDOA Sensing

Authors:

Hrvoje BenkoAuthors Info & Claims

UIST '20: Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology

Pages 406 - 419

https://doi.org/10.1145/3379337.3415901

Published: 20 October 2020 Publication History

Abstract

In this paper, we present Acustico, a passive acoustic sensing approach that enables tap detection and 2D tap localization on uninstrumented surfaces using a wrist-worn device. Our technique uses a novel application of acoustic time differences of arrival (TDOA) analysis. We adopt a sensor fusion approach by taking both 'surface waves' (i.e., vibrations through surface) and 'sound waves' (i.e., vibrations through air) into analysis to improve sensing resolution. We carefully design a sensor configuration to meet the constraints of a wristband form factor. We built a wristband prototype with four acoustic sensors, two accelerometers and two microphones. Through a 20-participant study, we evaluated the performance of our proposed sensing technique for tap detection and localization. Results show that our system reliably detects taps with an F1-score of 0.9987 across different environmental noises and yields high localization accuracies with root-mean-square-errors of 7.6mm (X-axis) and 4.6mm (Y-axis) across different surfaces and tapping techniques.

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Cited By

Kim DWhitmire EBoldu RKienzle WBenko HKostakos VKay JHoang T(2024)SoundScroll: Robust Finger Slide Detection Using Friction Sound and Wrist-Worn MicrophonesProceedings of the 2024 ACM International Symposium on Wearable Computers10.1145/3675095.3676614(63-70)Online publication date: 5-Oct-2024
https://dl.acm.org/doi/10.1145/3675095.3676614
Streli PRichardson MBotros FMa SWang RHolz C(2024)TouchInsight: Uncertainty-aware Rapid Touch and Text Input for Mixed Reality from Egocentric VisionProceedings of the 37th Annual ACM Symposium on User Interface Software and Technology10.1145/3654777.3676330(1-16)Online publication date: 13-Oct-2024
https://dl.acm.org/doi/10.1145/3654777.3676330
Lee CZhang RAgarwal DYu TGunda VLopez OKim JYin SDong BLi KSakashita MGuimbretiere FZhang C(2024)EchoWrist: Continuous Hand Pose Tracking and Hand-Object Interaction Recognition Using Low-Power Active Acoustic Sensing On a WristbandProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642910(1-21)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642910
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Index Terms

Acustico: Surface Tap Detection and Localization using Wrist-based Acoustic TDOA Sensing
1. Human-centered computing
  1. Human computer interaction (HCI)
    1. Interaction devices

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cover image ACM Conferences

UIST '20: Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology

October 2020

1297 pages

ISBN:9781450375146

DOI:10.1145/3379337

General Chairs:
Shamsi Iqbal
Microsoft Research, USA
,
Karon MacLean
University of British Columbia, Canada
,
Program Chairs:
Fanny Chevalier
University of Toronto, Canada
,
Stefanie Mueller
MIT CSAIL, USA

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October 20 - 23, 2020

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Cited By

Kim DWhitmire EBoldu RKienzle WBenko HKostakos VKay JHoang T(2024)SoundScroll: Robust Finger Slide Detection Using Friction Sound and Wrist-Worn MicrophonesProceedings of the 2024 ACM International Symposium on Wearable Computers10.1145/3675095.3676614(63-70)Online publication date: 5-Oct-2024
https://dl.acm.org/doi/10.1145/3675095.3676614
Streli PRichardson MBotros FMa SWang RHolz C(2024)TouchInsight: Uncertainty-aware Rapid Touch and Text Input for Mixed Reality from Egocentric VisionProceedings of the 37th Annual ACM Symposium on User Interface Software and Technology10.1145/3654777.3676330(1-16)Online publication date: 13-Oct-2024
https://dl.acm.org/doi/10.1145/3654777.3676330
Lee CZhang RAgarwal DYu TGunda VLopez OKim JYin SDong BLi KSakashita MGuimbretiere FZhang C(2024)EchoWrist: Continuous Hand Pose Tracking and Hand-Object Interaction Recognition Using Low-Power Active Acoustic Sensing On a WristbandProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642910(1-21)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642910
Yang YChen THuang YGuo XShangguan L(2024)MAF: Exploring Mobile Acoustic Field for Hand-to-Face Gesture InteractionsProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642437(1-20)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642437
Dupré CAppert CRey SSaidi HPietriga E(2024)TriPad: Touch Input in AR on Ordinary Surfaces with Hand Tracking OnlyProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642323(1-18)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642323
Grady PCollins JTang CTwigg CAneja KHays JKemp C(2024)PressureVision++: Estimating Fingertip Pressure from Diverse RGB Images2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)10.1109/WACV57701.2024.00850(8683-8693)Online publication date: 3-Jan-2024
https://doi.org/10.1109/WACV57701.2024.00850
T AR PG PHarshitha VSubramani KL J(2024)Smartwatch-Powered Vehicle Navigation On Unmapped Terrain2024 Third International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)10.1109/ICSTSN61422.2024.10670946(1-5)Online publication date: 18-Jul-2024
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Mackamul ECasiez GMalacria S(2024)Clarifying and differentiating discoverabilityHuman–Computer Interaction10.1080/07370024.2024.2364606(1-26)Online publication date: 13-Jun-2024
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Kishi FIto KFujita KItoh Y(2024)Recognizing object localization using acoustic markers with active acoustic sensingQuality and User Experience10.1007/s41233-024-00066-x9:1Online publication date: 11-Mar-2024
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