Progress Update

This week we have are contuinig the design of the poster for ElectroDay.

Progress Update

This past week, we have been working on both the physical and digital components of our prototype, which include the heart-rate sensor, lights, headphones, and the accompanying mobile app.

Testing - Phase 2

This is the second phase of testing the Insommiaint system, focusing on the software: the mobile app and the identification of the sleep stages.

Testing - Phase 1

This is the second phase of testing the Insommiaint system, focusing on the hardware readings (Bracelet) and actions (Lamp and Headphones).

Prototype: Progress Update

At this time, in the LEDs ESP32, we are able to turn on and off the LEDs, change their intensity with the help of specific commands. This ESP32 can communicate with the server and receive messages from the app through the server.

Sleep Stage Identifyer Algorithm - Develpment

Here is how we developed a system that iddentifies the sleep stages:

We used a data array of 10 values combining heart rate and acceleration readings. From this input we were able to extract five key features: