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Announcement of HD maps
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AHuguetUPC committed Feb 22, 2022
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Contact me at ``[email protected]`` for questions or ideas.

## A real-time, direct and tightly-coupled LiDAR-Inertial SLAM that works (surprisingly) well under high velocities - even with spinning LiDARs.
## A real-time LiDAR-Inertial SLAM for high velocities in spinning LiDARs.

<p align="center">
<img src="./config/docs/img/Localization.gif" alt="Perfomance of the algorithm" /><br />
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- [Eigen](http://eigen.tuxfamily.org/index.php?title=Main_Page)
- [PCL](http://www.pointclouds.org/downloads/linux.html) (tested on 1.8)

# Newest addition
<p align="center">
<img src="./config/docs/img/prelocalization-hdmaps.gif" alt="Prelocalizing with a given HD map" /><br />
Prelocalization with a previoulsy saved HD map. Still work in progress on the <code>hdmaps</code> branch. Official release will be in a couple of days.
</p>

# Sample datasets
<p align="center">
<img src="./config/docs/img/rosbag-xaloc.gif" alt="Xaloc's fast dataset" /><br />
Xaloc's "fast" dataset. High velocity in the straights (~15m/s) and tight turns (~80deg/s).
</p>

Try ``xaloc.launch`` with Xaloc's own rosbags. Find a ``slow`` and a ``fast`` run in this [Dropbox](https://www.dropbox.com/sh/4116xoc7srps6a5/AAC3q1h50swG7fRMI3USNn2la?dl=0).

See Issue [#10](https://github.com/Huguet57/LIMO-Velo/issues/10) to see other sample datasets found in the web. Don't hesitate to ask there for more data on specific scenarios/cases.

# Using LIMO-Velo

## 0. Cloning the repository
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## 4. Modifying the LiDAR driver to get true real-time performance
*TODO* - This section is intended to explain how to modify the LiDAR driver to increase its frequency by publishing parts of the pointcloud instead of waiting for all of it.

# Sample datasets
<p align="center">
<img src="./config/docs/img/rosbag-xaloc.gif" alt="Xaloc's fast dataset" /><br />
Xaloc's "fast" dataset. High velocity in the straights (~15m/s) and tight turns (~80deg/s).
</p>

Try ``xaloc.launch`` with Xaloc's own rosbags. Find a ``slow`` and a ``fast`` run in this [Dropbox](https://www.dropbox.com/sh/4116xoc7srps6a5/AAC3q1h50swG7fRMI3USNn2la?dl=0).

See Issue [#10](https://github.com/Huguet57/LIMO-Velo/issues/10) to see other sample datasets found in the web. Don't hesitate to ask there for more data on specific scenarios/cases.

# References
- [IKFoM](https://github.com/hku-mars/IKFoM): Iterated Kalman Filters on Manifolds
- [ikd-Tree](https://github.com/hku-mars/ikd-Tree): Incremental KD-Tree for Robotic Applications
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