Final project
The first idea came to my mind for final project is developing a sensing system that uses an ultrasonic sensor to measure distance based on the time-of-flight (ToF) principle, where the travel time of transmitance ultrasound wave and echo pulse are used to calculate the distance to an object. In addition to distance, I might try to work on analyzing pulse echo response behavior—to setimate basic material properties of the object, specifically whether the surface is soft or hard.
Here is the basic sketch of the ides is:
Multisensing portable sleep monitor
a small, wearable/attachable device that detects snoring on-device and correlates snore events with physical sleep positions.
Optionally add SpO₂/HR, temperature or motion sensors to enrich correlation and investigation.
for the device shape I haven't decided yet. It should be small light but not just a simple box The challenges for the portable battery should be challenge
For the electronic part I'm thinking of using ultralow power microcontroller having bluethoth or ...
Sensors
Airflow or pressure sensors for breathing pattern detection
Sound or vibration sensors for snoring intensity
CO₂ or VOC sensors for room‑air quality
PPG modules for heart rate and SpO₂
High‑resolution IMUs for body‑position tracking
What this means for your design If apnea is important, I’d structure the core feature set like this:
Must have:
I²S microphone (snoring + silence detection)
SpO₂ + heart rate
IMU (position/motion)
Temperature & humidity
ESP32‑S3 + Wi‑Fi + display
Nice to have (modular / experimental):
ECG
Extra airflow/respiratory effort sensor
Microcontroller: - ESP32‑S3 DevKit - XIAO ESP32‑S3

