Road monitoring system to address over 14k injuries in Rome caused by poor road conditions in 2018. The proposed solution uses an IoT system of sensors in cars to report road anomalies to the cloud in real time. Anomalies would be highlighted on an interactive map for viewing. The system pipeline would record, transmit, process, and visualize anomaly data.

1. Road
Monitoring
De Luca - Fioraldi - Spadaccino

2. Problem
In 2018, bad road
conditions caused
over 14k injuries in
Rome
https://www.ilmessaggero.it/roma/cronaca/roma_buche_e_strade_a_rischio_record_infortuni_nel_2018_10mila_al_pronto_soccorso-4032952.html

3. What we need
A smart way to monitor the presence of road
anomalies in order to take action surgically.

4. Our solution
An IoT system of sensors
that can be inserted in
any car with the aim of
reporting road anomalies
to the cloud

5. On board
● LoRa enabled STM32 X-
Nucleo board
● GNSS expansion board
for GPS tracking
● Accelerometer

6. On the cloud
Real time data streaming from
the car into the cloud with
Amazon Kinesis

7. Visualization
Real time highlighting of
detected anomalies in an
interactive map
https://developers.google.com/maps/documentation/javascript/custom-markers

8. Pipeline
1. Record anomalies as they are found
2. Send them using LoRa to TheThingsNetwork
3. Process data with Kinesis
4. Visualize data in the browser

9. Team
Giovanni De Luca
Volunteer contributor
Mozilla Common voice project
Andrea Fioraldi
CTF player
mHACKeroni & TRX
Pietro Spadaccino
Machine learning enthusiast

10. We need you!