Zero-Effort In-Home Sleep and Insomnia Monitoring using Radio Signals
| Autor: | Shichao Yue, Aayush Ahuja, Zachary Kabelac, Dina Katabi, Rumen Hristov, Chen-Yu Hsu |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Schedule
Engineering Computer Networks and Communications Latency (audio) Hardware_PERFORMANCEANDRELIABILITY 02 engineering and technology Hardware_GENERAL 0202 electrical engineering electronic engineering information engineering Insomnia medicine 0501 psychology and cognitive sciences 050107 human factors Simulation Sleep disorder business.industry ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS 05 social sciences 020207 software engineering medicine.disease Sleep time Zero (linguistics) Human-Computer Interaction Hardware and Architecture Sleep diary Sleep (system call) medicine.symptom business |
| Zdroj: | Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 1:1-18 |
| ISSN: | 2474-9567 |
| Popis: | Insomnia is the most prevalent sleep disorder in the US. In-home insomnia monitoring is important for both diagnosis and treatment. Existing solutions, however, require the user to either maintain a sleep diary or wear a sensor while sleeping. Both can be quite cumbersome. This paper introduces EZ-Sleep, a new approach for monitoring insomnia and sleep. EZ-Sleep has three properties. First, it is zero effort, i.e., it neither requires the user to wear a sensor nor to record any data. It monitors the user remotely by analyzing the radio signals that bounce off her body. Second, it delivers new features unavailable with other devices such as automatically detecting where the user sleeps and her exact bed schedule, while simultaneously monitoring multiple users in different beds. Third, it is highly accurate. Its average error in measuring sleep latency and total sleep time is 4.9 min and 10.3 min, respectively. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|