1 / 14

Inventions

Inventions. Jin U Bak Gagyung Kim. Proposed Questions. Are there any interesting patterns in movement during sleep? Is there any relationship between sleep stages and movement?. Related Work. * Recognition of Sleep Patterns using a Bed Pressure Mat

ham
Download Presentation

Inventions

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Inventions Jin U Bak Gagyung Kim

  2. Proposed Questions • Are there any interesting patterns in movement during sleep? • Is there any relationship between sleep stages and movement?

  3. Related Work * Recognition of Sleep Patterns using a Bed Pressure Mat • Recognized sleep patterns collecting data from FSA bed pressure mat • Recognition of motion & motion types • Recognition of body postures

  4. Sleep Stages • Mainly consists of Non-Rapid Eye Movement (NREM) and Rapid Eye Movement (REM) sleep • NREM (N1  N2  N3)  N2  REM Sleep • Greater amount of deep sleep (stage N3) earlier in the sleep cycle • Increasing proportion of REM sleep later in the sleep cycle—just before natural awakening

  5. Sleep Stages—NREM • N1: beginning of sleep, slow eye movement Alpha waves disappear, theta wave appears • N2: no eye movement, rare dreaming, easily awakened • N3: delta waves occur (associated with “deep” sleep) • N4: delta waves dominate, common dreaming

  6. Sleep Stages—REM • Rapid-eye movement • Occupies 20-25% of total sleep • Usually four or five periods of REM sleep • Vivid dreams

  7. Sleep Smart • Flir Camera (Infrared Camera) Pathfindir • : body heat detection • Zeo Sleep Manager : measures sleeping patterns & sleep cycle • Matlab for coding • Additional Features: • 1) Synced with Email account • 2) Alert System • Comprehensive Personal • SLEEP MANAGER

  8. Overall Process 1. Purchased Flir Camera (Infrared Camera) & Zeo Sleep Manager Set

  9. Overall Process 2. Set up the Flir Camera to start recording videos

  10. Overall Process 3. Started Data gathering: both filming & Zeo

  11. Overall Process 4. Developed a program to graph the movement during sleep 5. Programmed an Alarm Clock Function 6. Discovering a correlation between sleep cycle and movement

  12. Results

  13. What we have found so far.. • Lots of movement while in REM, Light and Wake sleep stages • Big movement when there is a transition from one sleep stage to another

More Related