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How to record robot odometry in multiple bagfiles after resetting the robot's computer without resetting its odometry and timestamps?

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I'm running the nodes rosaria, rosaria_client , hokuyo node and avt_vimba camera to record some datasets of routes around campus roads with rosbag in a Pioneer 3AT robot. The robot runs Ubuntu 14.04 with kernel 4.4.0 and ROS Indigo. I have managed to record 3 out of 5 datasets without much trouble. However, the last 2 are giving me trouble as the robot's power runs out before finishing them due to the routes being too long. Initially, I thought the batteries were defective, and while that was the case, after changing the batteries, the robot's power still runs out before it can finish any of the routes left. The solution my teacher and I came with was to record the datasets in multiple files. However, that would require to save a bagfile until the robot's power is about to run out, shut down the robot, change its batteries for some spares (we have them) and restart the recording from the spot the robot stopped, and that will invariably reset the odometry and timestamps of the recorded messages. Is there a way to resume that recording while keeping the last recorded odometry and timestamps? If so, how? If not, then is there a workaround?

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