IROS 2014 Kinect Challenge Winner: SLAM approach used

Ғылым және технология

This video shows the SLAM approach used by the winning team of the IROS 2014 Kinect Navigation Contest.
SLAM approach explained here: github.com/introlab/rtabmap/w...
Press release: www.meetup.com/SV-ROS-users/pa...
Open Source Code / ROS package: wiki.ros.org/rtabmap_ros

Пікірлер: 14

  • @Shaban_Interactive
    @Shaban_Interactive9 жыл бұрын

    just amazing. are there any exeutable software for this*

  • @surabhiverma7011
    @surabhiverma70116 жыл бұрын

    Have you used kinect v2? Also, will this map be accurate enough to move a robot very close to the walls(obstacles) with a gap of just 2-3 cms?

  • @matlabbe

    @matlabbe

    6 жыл бұрын

    It is K4W v1 (Xbox 360). The sensor doesn't see under ~40 cm, but up to 3.5 meters, it is relatively accurate around 1 to 3 cm.

  • @a-lake-y
    @a-lake-y8 жыл бұрын

    Would it be possible to use the same loop closure method for a larger scan area, say, on the order of whole city blocks?

  • @matlabbe

    @matlabbe

    8 жыл бұрын

    +Alan B Yes it can (largest area tested is about 70 km kzread.info/dash/bejne/fGx_qad6acjJg5M.html)

  • @fighterknigh
    @fighterknigh8 жыл бұрын

    How many data point of this map? I mean point clouds

  • @matlabbe

    @matlabbe

    8 жыл бұрын

    +余煒森 Dont remember exactly, but the video of the mapping is 68 sec at 10 Hz, I would say 680 nodes in the map. The point cloud for each node can be generated at different resolutions (like 1pt/cm^3).

  • @jamesaa007

    @jamesaa007

    8 жыл бұрын

    +matlabbe What is a node?

  • @matlabbe

    @matlabbe

    8 жыл бұрын

    +jamesaa007 The map structure is a graph with nodes and links. It is a graph-based SLAM approach.

  • @sharathmatada4135
    @sharathmatada41358 жыл бұрын

    Is the bot autonomous or remote controlled?

  • @matlabbe

    @matlabbe

    8 жыл бұрын

    +Sharath Matada In that mapping phase, it was remote controlled. In the second part of the challenge, the robot used this map to navigate autonomously to some waypoints.

  • @sharathmatada4135

    @sharathmatada4135

    8 жыл бұрын

    +matlabbe can the mapping be achieved autonomously?

  • @matlabbe

    @matlabbe

    8 жыл бұрын

    +Sharath Matada the robot can also navigate autonomously while mapping, so yes we could use an exploration approach.

  • @shreyaudupa9229

    @shreyaudupa9229

    7 жыл бұрын

    Can you explain how one would go about using an exploration approach? Is there already code available that does this?

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