Experiments in SLAM, MSRS, and vision
Could you explain what the parameters rerr[1.3] and verr[1.3] mean. I know they model the noisy odometry but which values are affected by them exactly?Thx.
Hi Jason,they should all be variances for gaussian distributions of the VelocityMotionModel as described by Thrun et al in Probabilistic Robotics p.123http://robots.stanford.edu/probabilistic-robotics/corrections/pg122-139.pdfBefore a batch of sampling, I use them to calculate the range of errors:// translation error_v_range = tErr1 * Math.Abs(_vel.Translation * _time) + tErr2 * Math.Abs(_vel.Rotation* _time);// rotation error_w_range = rErr1 * Math.Abs(_vel.Translation * _time) + rErr2 * Math.Abs(_vel.Rotation* _time);// random error_g_range = tErr3 * Math.Abs(_vel.Translation * _time) + rErr3 * Math.Abs(_vel.Rotation* _time);where each of these relates to an item after the comma in Thrun's text.I can't say I have a deep feel for the parameters. Anything but miniscule values makes the range far too large. I don't think they are particularly physical - just bucket loads of uncertainty to blur the overcertainty of modeling and sensing :)
OK, thank you.All I wanted to know was where they influence calculations, because the names did not really help while guessing :)
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