SLAM with ultrasound range and position
hi, can I make SLAM juste with position of robot and range of sonar sensor?
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hi, can I make SLAM juste with position of robot and range of sonar sensor?
Technically you could, but sonar sensors are generally used as close range obstacle avoidance sensors. Generally SLAM is performed with LIDARs or 3D cameras.
While theoretically possible, this really isn't practical. You would have to treat the sensor as a point range finder and assume that the detected object is directly in front of the sensor, which may not be true. As you travel, you can accumulate points to make the map.
That I can't do. As far as I know pretty much all of the research on SLAM has been done with the sensors I mentioned. Sonar is conic and the sensor can't tell where in that cone the return signal came from, so while it may be possible you'd have to make a lot of assumptions.
What if you use a probabilistic approach that maps the certainty/uncertainty area in the map, and it would get updates from new scans? Something like a Bayes Net perhaps. You wouldn't have a precise mapping, but navigation with obstacle avoidance would be possible, right?
Asked: 2016-04-21 13:16:14 -0600
Seen: 1,570 times
Last updated: Apr 21 '16