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@@ -6,31 +6,27 @@ the [Visual Navigation for Flying Robots](http://vision.in.tum.de/teaching/ss201
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**This work has just started, this branch is the development branch, there are no packaged release yet.**
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## Planned features
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Here is a list of all the cool stuff this library could provide one day.
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## Features
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* **Simple State estimation** based on the integration of the drone odometry.
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* **Camera back-projection** to estimate the position of an object detected by the camera.
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Currently used to estimate a tag position in the drone coordinate system based on its detection
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by the bottom camera.
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* **Extended Kalman Filter** leveraging the onboard tag detection as the observation source
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for an Extended Kalman Filter. This provides much more stable and usable state estimate.
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## Upcoming features
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* **PID Controler** to autonomously control the drone position.
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* **Visual motion estimation** estimates motion from visual image processing.
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## Usage
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```
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var client = require('ar-drone').createClient();
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var state = require('autonomy').stateEstimate(client);
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state.on('state', function(state) {
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console.log('Estimated state: %j', state);
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});
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```
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High level function needs to be implemented to ease things for the end-user,
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as well as writing some docs. All this is WIP.
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## License
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