There’s new research into Developing a Solution for Mobility and Distribution Analysis Based on Bluetooth and Artificial Intelligence.
The paper describes an efficient solution for locating, tracking, analysing distribution and flow of people and/or vehicles. Filters and algorithms including artificial intelligence and angle of arrival (AoA) were employed.
![](https://www.beaconzone.co.uk/blog/wp-content/uploads/2021/06/triangulation-1024x723.png)
![](https://www.beaconzone.co.uk/blog/wp-content/uploads/2021/06/triangulationAoA-1024x861.png)
The resultant system provided for analysis of location, traffic flow and passenger movement along routes.
![](https://www.beaconzone.co.uk/blog/wp-content/uploads/2021/06/3drssi-1024x701.png)
The researchers found that accuracy was improved when multiple measuring stations were used. Improved positioning was achieved using geometry algorithms (Voronoi) and the k-mean cluster algorithms. Artificial intelligence allowed for deeper analysis of the data for more accurate positioning, trajectory estimation and density evaluation.