Packets-to-prediction: An unobtrusive mechanism for identifying coarse-grained sleep patterns with wifi mac layer traffic
D Jaisinghani, N Phutela - Sensors, 2023 - mdpi.com
A good night's sleep is of the utmost importance for the seamless execution of our cognitive
capabilities. Unfortunately, the research shows that one-third of the US adult population is …
capabilities. Unfortunately, the research shows that one-third of the US adult population is …
Sleepmore: Inferring sleep duration at scale via multi-device wifi sensing
The availability of commercial wearable trackers equipped with features to monitor sleep
duration and quality has enabled more useful sleep health monitoring applications and …
duration and quality has enabled more useful sleep health monitoring applications and …
[PDF][PDF] SleepMore: inferring sleep duration at scale via multi-device WiFi sensing.(2022)
Sleep is essential to one's physical, emotional, and mental health. The National Sleep
Foundation (NSF) recommends between 7 to 9 hours as appropriate for adults to maintain …
Foundation (NSF) recommends between 7 to 9 hours as appropriate for adults to maintain …
Wisleep: inferring sleep duration at scale using passive wifi sensing
PM Mammen, C Zakaria, T Molom-Ochir… - arXiv preprint arXiv …, 2021 - arxiv.org
Sleep deprivation is a public health concern that significantly impacts one's well-being and
performance. Sleep is an intimate experience, and state-of-the-art sleep monitoring …
performance. Sleep is an intimate experience, and state-of-the-art sleep monitoring …
Toss'n'turn: smartphone as sleep and sleep quality detector
The rapid adoption of smartphones along with a growing habit for using these devices as
alarm clocks presents an opportunity to use this device as a sleep detector. This adds value …
alarm clocks presents an opportunity to use this device as a sleep detector. This adds value …
[PDF][PDF] WiSleep: Scalable sleep monitoring and analytics using passive WiFi sensing
PM Mammen, C Zakaria, T Molom-Ochir… - arXiv preprint arXiv …, 2021 - researchgate.net
Sleep deprivation is a public health concern that significantly impacts one's well-being and
performance. Sleep is an intimate experience, and state-of-the-art sleep monitoring …
performance. Sleep is an intimate experience, and state-of-the-art sleep monitoring …
Multi-night at-home evaluation of improved sleep detection and classification with a memory-enhanced consumer sleep tracker
S Ghorbani, HA Golkashani, NIYN Chee… - Nature and Science …, 2022 - Taylor & Francis
Purpose To evaluate the benefits of applying an improved sleep detection and staging
algorithm on minimally processed multi-sensor wearable data collected from older …
algorithm on minimally processed multi-sensor wearable data collected from older …
Sleepy: Wireless channel data driven sleep monitoring via commodity WiFi devices
Sleep is a major event of our daily lives. Its quality constitutes a critical indicator of people's
health conditions, both mentally and physically. Existing sensor-based or vision-based sleep …
health conditions, both mentally and physically. Existing sensor-based or vision-based sleep …
A contactless and fine-grained sleep monitoring system leveraging WiFi channel response
How can we effectively log a fine-grained sleep record consisting of still postures and in-
place motions for the sleep disorder diagnosis without any specialized hardware? Existing …
place motions for the sleep disorder diagnosis without any specialized hardware? Existing …
Predicting Sleeping Quality Using Convolutional Neural Networks
Identifying sleep stages and patterns is an essential part of diagnosing and treating sleep
disorders. With the advancement of smart technologies, sensor data related to sleeping …
disorders. With the advancement of smart technologies, sensor data related to sleeping …