Inspiration
our minds
What it does
GPS tracking Number of Steps Distance travelled Activity analysis
How we built it
After acquiring some data samples, we were able to make a live tracking of the user position. In parallel, we developed a new model to find out what kind of activity the user is doing (Run/Walk)
Challenges we ran into
At first, it was challenging to find a way to do live tracking starting from a large number of information; It was also hard to establish a permanent connection between the web and the device acquiring the data. Another challenge was the activity tracker: multiple approaches based on Classification methods were tested but ultimately discarded. We preferred to go for a simple route: making a frequency-domain analysis of the input data, which compares the data sample to a run and walk dataset.
Accomplishments that we're proud of
We were ultimately able to make an in-depth analysis of the user's movements, even though it could be made better in the future!
What we learned
We learned that it's always good to have all your software updated beforehand and never try to implement something too difficult in a short amount of time.
What's next for CHAT GGH
We're going to test out more our activity tracker and make it live!
Built With
- matlab
- simulink
