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How to log filtered acceleration data & angular velocities (from EKF) for offline analysis?

Posted by Alireza Manzoori on May 13, 2016 at 2:33am

Hi,

I need to log the  X,Y & Z accelerations (described in the inertial frame) and angular velocities & accelerations (p, q, r and their time derivatives) for offline analysis. I am using a Pixhawk equipped with Copter 3.3 firmware.

The only data available in Dataflash logs are raw sensor data, which are very noisy. But as I have read in the Ardupilot documents, Arducopter uses EKF to estimate the status of the vehicle, and among the estimated variables are the accelerations & angular velocities.

Can I somehow log these data for offline use?

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Tags: ekf, logging sensor data, offline analysis
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Replies

  • Bilal Siddiqui December 14, 2019 at 8:17am
    Alireza, in the logs you will find NKF fields. This logs both estimated biases and EKF innovations. The algorithm for EKF3 is well documented, and you can use it to reconstruct EKF filter estimates using Matlab etc
  • Craig May 13, 2016 at 9:41pm

    I've been making data loggers using a Teensy [or Arduino], GY-80 imu's, GPS modules, and SDCard modules. This allows me to log anything I want with raw values independent of the APM/Pixhawk/MavLink. I can stream live data over radios/bluetooth/ESP8266 or download the logs off the SDCard and then you can manipulate the data anyway you want :)

    It's actually pretty easy as well and was way easier for me to do then try to figure out mavlink and the APM stack :)

    • Alireza Manzoori > Craig May 14, 2016 at 6:22am

      That's a good solution if you want raw sensor data (although you could also easily obtain the raw data of Pixhawk sensors from Dataflash logs without having to figure out anything about Mavlink/APM). But I need the processed & filtered data, and I don't wanna go though the trouble of implementing the filters & algorithms myself.

      Anyways, thanks for the suggestion!

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