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vatsl authored Aug 20, 2017
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# Particle Filter Implementation in C++

## Project Introduction
Your robot has been kidnapped and transported to a new location! Luckily it has a map of this location, a (noisy) GPS estimate of its initial location, and lots of (noisy) sensor and control data.

In this project we implement a 2 dimensional particle filter in C++. The particle filter will be given a map and some initial localization information (analogous to what a GPS would provide). At each time step the filter will also get observation and control data.
In this project we implement a 2 dimensional particle filter in C++. The particle filter will be given a map and some initial localization information (analogous to what a GPS would provide). At each time step the filter will also get observation and control data.

## A high level view of Particle Filter

The flowchart below should make the working of a Particle Filter a bit clearer.
![alt-text][image1]

## Running the Code
Once you have this repository on your machine, `cd` into the repository's root directory and run the following commands from the command line:
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> The vehicle's coordinate system is NOT the map coordinate system.
> The code will handle this transformation.

[image1]: particle_filter_flowchart.png

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