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PowerPhone: Unleashing the Acoustic Sensing Capability of Smartphones

Published: 02 October 2023 Publication History

Abstract

Acoustic sensing on smartphones has gained extensive attention from both industry and research communities. Prior studies suffer from one fundamental limit, i.e., audio sampling rates on smartphones are constrained at 48 kHz. In this work, we present PowerPhone, a software reconfiguration to support higher sampling rates on both microphones and speakers of smartphones. We reverse-engineered more than 100 smartphones and found that their sampling rates can be reconfigured to 192 kHz. We conducted benchmark experiments and showcased field studies to demonstrate the unleashed sensing capability using our reconfigured smart-phones. First, we improve the sensing resolution from 7 cm to 1cm and enable multi-finger gesture recognition on smart-phones. Second, we push the sensing granularity of subtle movements to 2 μm and show the feasibility of turning the smartphone into a micrometer-level machine vibration meter. Third, we increase the sensing range to 6 m and showcase room-scale human presence detection using a smartphone. Finally, we demonstrate that PowerPhone can enable new applications that were previously infeasible. Specifically, we can detect the home appliance status by analyzing ultrasonic leakages above 24 kHz from the wireless charger while charging a smartphone. Our open-source artifacts can be found at: https://powerphone.github.io.

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cover image ACM Conferences
ACM MobiCom '23: Proceedings of the 29th Annual International Conference on Mobile Computing and Networking
October 2023
1605 pages
ISBN:9781450399906
DOI:10.1145/3570361
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Published: 02 October 2023

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Author Tags

  1. acoustic sensing
  2. smartphone
  3. high sampling rate
  4. boosted sensing performance

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  • (2024)Lipwatch: Enabling Silent Speech Recognition on Smartwatches using Acoustic SensingProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36596148:2(1-29)Online publication date: 15-May-2024
  • (2024)CW-AcousLen: A Configurable Wideband Acoustic MetasurfaceProceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services10.1145/3643832.3661882(29-41)Online publication date: 3-Jun-2024
  • (2024)Embracing Distributed Acoustic Sensing in Car Cabin for Children Presence DetectionProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36435488:1(1-28)Online publication date: 6-Mar-2024
  • (2024)SONDAR: Size and Shape Measurements Using Acoustic ImagingProceedings of the Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing10.1145/3641512.3686359(361-370)Online publication date: 14-Oct-2024

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