Code Monkey home page Code Monkey logo

if23_indoor-localization's Introduction

Indoor localization

Python application trained to localize a computer in several rooms in the UTT.

Scan the RSSI :

  1. wifi-scan-if23.py : scan the wifi networks and save them in json
  2. format-bdd-if23.py : combine the datas in one json file from wifi-scan-if23.py

Data imports and pre-processing :

An example is available in a Jupyter Notebook processDatas.ipynb

  • prepareRSSI.py is a lib needed to import and prepare the RSSI values in an array
  • paramters.py contains the file names for imports and exports, as well as the parameters for processing the RSSI values
  • rssi.csv processed RSSI values
  • mac.csv processed mac adresses associated to rssi.csv
  • zones.csv processed zone ids associated to rssi.csv
  • rawRSSI.csv non-processed RSSI values, exported in the Jupyter Notebook

Machine learning

See the Jupyter Notebook modelCreation.ipynb

Authors : Axel CALIXTE, Romain STEVENS, Romain THOMAS

2022

if23_indoor-localization's People

Contributors

axelcalixte avatar

Stargazers

Romain THOMAS avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.