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Peize-Liu authored Jul 29, 2024
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Expand Up @@ -14,17 +14,22 @@ This paper and open-source project presents $D^2$ SLAM, a novel decentralized an

We argue $D^2$SLAM can be applied in a wide range of real-world applications.

Our pre-print paper is currently available at https://arxiv.org/abs/2211.01538
Our pre-print paper is currently available at [IEEE TRO](https://ieeexplore.ieee.org/document/10582478)

Citation:
```
@article{xu2022d,
title={{$D^2$SLAM: Decentralized and Distributed Collaborative Visual-inertial SLAM System for Aerial Swarm}},
@ARTICLE{10582478,
author={Xu, Hao and Liu, Peize and Chen, Xinyi and Shen, Shaojie},
journal={arXiv preprint arXiv:2211.01538},
year={2022}
}
journal={IEEE Transactions on Robotics},
title={$D^{2}$SLAM: Decentralized and Distributed Collaborative Visual-Inertial SLAM System for Aerial Swarm},
year={2024},
volume={40},
number={},
pages={3445-3464},
keywords={Simultaneous localization and mapping;Robots;Location awareness;State estimation;Accuracy;Optimization;Task analysis;Aerial systems: perception and autonomy;multirobot systems;simultaneous localization and mapping (SLAM);swarms},
doi={10.1109/TRO.2024.3422003}}
```

## Build
To run $D^2$ SLAM, CUDA support is currently necessary for front-end acceleration.
$D^2$ SLAM has numerous dependencies, and we recommend compiling $D^2$ SLAM using our Docker image. We provide two Docker images, one for PC and one for the embedded platform, Nvidia Jetson. We have evaluated $D^2$ SLAM on Nvidia Xavier NX.
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