Skip to content

SimahoJr/RSSI-based-Algorithm-for-ILS-using-BLE

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

RSSI-based-Algorithm-for-ILS-using-BLE

This is a new Algo in development, the aim is to have better accuracy compared to

Sadowski, S., & Spachos, P. (2018). RSSI-Based indoor localization with the internet IEEE Access 6(1), 149–301. https://doi.org/10.1109/ACCESS.2018.2843325

All the setup and dataset is based on that paper. The author used only average and trilateration on sampled 100 values. -We have improved the accuracy to 4% using our algorithm, more can be achieved using the concept of Machine Learning The developed algorithm studies the distribution sample before making decision.

This is a python learning repository and will be improved with new concepts to achieve higher accuracy on the availble dataset

TODO: The equidistant points gives better estimations than the other points

About

Simulation on RSSI based algorithm based on BLE for indoor localization systems

Topics

Resources

Stars

0 stars

Watchers

1 watching

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages