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- research-articleNovember 2024
Wi2DMeasure: WiFi-based 2D Object Size Measurement
SenSys '24: Proceedings of the 22nd ACM Conference on Embedded Networked Sensor SystemsPages 253–266https://doi.org/10.1145/3666025.3699336While a large range of sensing applications such as activity sensing and vital sign monitoring have been realized with WiFi sensing, using commercial WiFi devices to obtain fine-grained size information of objects remains challenging due to the narrow ...
- research-articleMay 2024
WiFi-CSI Difference Paradigm: Achieving Efficient Doppler Speed Estimation for Passive Tracking
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 2Article No.: 63, Pages 1–29https://doi.org/10.1145/3659608Passive tracking plays a fundamental role in numerous applications such as elderly care, security surveillance, and smart home. To utilize ubiquitous WiFi signals for passive tracking, the Doppler speed extracted from WiFi CSI (Channel State Information) ...
- research-articleJanuary 2024
Enabling WiFi Sensing on New-generation WiFi Cards
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 7, Issue 4Article No.: 205, Pages 1–26https://doi.org/10.1145/3633807The last few years have witnessed the rapid development of WiFi sensing with a large spectrum of applications enabled. However, existing works mainly leverage the obsolete 802.11n WiFi cards (i.e., Intel 5300 and Atheros AR9k series cards) for sensing. ...
- research-articleJanuary 2024
UniFi: A Unified Framework for Generalizable Gesture Recognition with Wi-Fi Signals Using Consistency-guided Multi-View Networks
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 7, Issue 4Article No.: 168, Pages 1–29https://doi.org/10.1145/3631429In recent years, considerable endeavors have been devoted to exploring Wi-Fi-based sensing technologies by modeling the intricate mapping between received signals and corresponding human activities. However, the inherent complexity of Wi-Fi signals poses ...
- research-articleMarch 2022
Towards Robust Gesture Recognition by Characterizing the Sensing Quality of WiFi Signals
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 6, Issue 1Article No.: 11, Pages 1–26https://doi.org/10.1145/3517241WiFi-based gesture recognition emerges in recent years and attracts extensive attention from researchers. Recognizing gestures via WiFi signal is feasible because a human gesture introduces a time series of variations to the received raw signal. The ...
- research-articleJune 2021
Towards Position-Independent Sensing for Gesture Recognition with Wi-Fi
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 5, Issue 2Article No.: 61, Pages 1–28https://doi.org/10.1145/3463504Past decades have witnessed the extension of the Wi-Fi signals as a useful tool sensing human activities. One common assumption behind it is that there is a one-to-one mapping between human activities and Wi-Fi received signal patterns. However, this ...
- demonstrationSeptember 2019
A CSI-ratio model based house-level respiration monitoring system using COTS wifi devices
UbiComp/ISWC '19 Adjunct: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable ComputersPages 354–357https://doi.org/10.1145/3341162.3343830The past few years have witnessed the great potential of exploiting channel state information (CSI) retrieved from COTS WiFi devices for respiration monitoring. However, existing approaches only work when the target is close to the WiFi transceivers and ...
- research-articleSeptember 2019
FarSense: Pushing the Range Limit of WiFi-based Respiration Sensing with CSI Ratio of Two Antennas
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 3, Issue 3Article No.: 121, Pages 1–26https://doi.org/10.1145/3351279The past few years have witnessed the great potential of exploiting channel state information retrieved from commodity WiFi devices for respiration monitoring. However, existing approaches only work when the target is close to the WiFi transceivers and ...
Boosting fine-grained activity sensing by embracing wireless multipath effects
CoNEXT '18: Proceedings of the 14th International Conference on emerging Networking EXperiments and TechnologiesPages 139–151https://doi.org/10.1145/3281411.3281425With a big success in data communication, wireless signals are now exploited for fine-grained contactless activity sensing including human respiration monitoring, finger gesture recognition, subtle chin movement tracking when speaking, etc. Different ...
- demonstrationOctober 2018
A Full Human Respiration Detection System Using Commodity Wi-Fi Devices
UbiComp '18: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable ComputersPages 480–483https://doi.org/10.1145/3267305.3267560In recent years, human respiration detection based on Wi-Fi signals has drawn a lot of attention due to better user acceptance and great potential for real-world deployment. However, latest studies show that respiration sensing performance varies at ...
- demonstrationSeptember 2017
A model based decimeter-scale device-free localization system using COTS wi-fi devices
UbiComp '17: Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable ComputersPages 241–244https://doi.org/10.1145/3123024.3123172Commodity Wi-Fi based device-free localization has attracted a great attention in recent years. Previous related work is either fingerprint-based or model-based. In this demo, we will demonstrate a generic Fresnel Penetration Model (FPM) based real-time ...