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Is there a ROS Package for Merging and Tracking Obstacles from Multiple Robots?

asked 2023-05-23 10:42:15 -0600

burakaksoy gravatar image

I'm currently developing a multi-robot system using ROS, where each robot is equipped with one (or more) 2D laser scanners. I intend to create a node, which I refer to as the "Global Obstacle Tracker". The function of this node is to subscribe to local obstacle data (shape, size, position in 2D space) from each robot and publish a unified global obstacle dataset. The idea is to smartly merge similar or identical obstacles into a single entity to avoid duplications. Additionally, the node should be able to track the obstacles, calculating and reporting their velocities.

My question is: Is there an existing ROS package that performs these functions, or should I proceed with custom development? Any guidance or suggestions for relevant resources would be greatly appreciated.

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answered 2023-05-24 04:52:56 -0600

ljaniec gravatar image

There are some repositories tackling similar challenge of merging the map from different robots:

Get what you can out of these materials, then develop your custom obstacle detection on merged maps or use some of the tools mentioned in these related sources:

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Asked: 2023-05-23 10:42:15 -0600

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Last updated: May 24 '23