A survey on deep learning for human activity recognition

F Gu, MH Chung, M Chignell, S Valaee… - ACM Computing …, 2021 - dl.acm.org
Human activity recognition is a key to a lot of applications such as healthcare and smart
home. In this study, we provide a comprehensive survey on recent advances and challenges …

Push the limit of acoustic gesture recognition

Y Wang, J Shen, Y Zheng - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
With the flourish of the smart devices and their applications, controlling devices using
gestures has attracted increasing attention for ubiquitous sensing and interaction. Recent …

FingerDraw: Sub-wavelength level finger motion tracking with WiFi signals

D Wu, R Gao, Y Zeng, J Liu, L Wang, T Gu… - Proceedings of the ACM …, 2020 - dl.acm.org
This paper explores the possibility of tracking finger drawings in the air leveraging WiFi
signals from commodity devices. Prior solutions typically require user to hold a wireless …

SpiroSonic: monitoring human lung function via acoustic sensing on commodity smartphones

X Song, B Yang, G Yang, R Chen, E Forno… - Proceedings of the 26th …, 2020 - dl.acm.org
Respiratory diseases have been a significant public health challenge. Efficient disease
evaluation and monitoring call for daily spirometry tests, as an effective way of pulmonary …

Ubiquitous acoustic sensing on commodity iot devices: A survey

C Cai, R Zheng, J Luo - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
With the proliferation of Internet-of-Things (IoT) devices, acoustic sensing attracts significant
attention in recent years. It exploits acoustic transceivers such as microphones and speakers …

Enabling contact-free acoustic sensing under device motion

J Liu, D Li, L Wang, F Zhang, J Xiong - … of the ACM on Interactive, Mobile …, 2022 - dl.acm.org
Recent years have witnessed increasing attention from both academia and industry on
contact-free acoustic sensing. Due to the pervasiveness of audio devices and fine …

Your microphone array retains your identity: A robust voice liveness detection system for smart speakers

Y Meng, J Li, M Pillari, A Deopujari, L Brennan… - 31st USENIX Security …, 2022 - usenix.org
Though playing an essential role in smart home systems, smart speakers are vulnerable to
voice spoofing attacks. Passive liveness detection, which utilizes only the collected audio …

Ultragesture: Fine-grained gesture sensing and recognition

K Ling, H Dai, Y Liu, AX Liu, W Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rising of AR/VR technology and miniaturization of mobile devices, gesture
recognition is becoming increasingly popular in the research area of human-computer …

We hear your pace: Passive acoustic localization of multiple walking persons

C Cai, H Pu, P Wang, Z Chen, J Luo - … of the ACM on Interactive, Mobile …, 2021 - dl.acm.org
Indoor localization is crucial to enable context-aware applications, but existing solutions
mostly require a user to carry a device, so as to actively sense location-discriminating …

Millisonic: Pushing the limits of acoustic motion tracking

A Wang, S Gollakota - Proceedings of the 2019 CHI Conference on …, 2019 - dl.acm.org
Recent years have seen interest in device tracking and localization using acoustic signals.
State-of-the-art acoustic motion tracking systems however do not achieve millimeter …