Diagnosing problems using Logs

This page aims to show you how to diagnose the top 5 most common problems affecting Copter in particular but to some extent Plane and Rover as well.

Log Types (Dataflash vs tlogs)

There are two ways to record your flight data. With some exceptions, the two methods record very similar data but in different ways:

  • Dataflash logs use the Pixhawk (or APM2.x) onboard dataflash memory, which you can download after the flight. On Plane and Rover dataflash logs are created soon after start-up. On Copter they are created after you first arm the copter.
  • Telemetry logs (also known as “tlogs”) are recorded by the Mission Planner (or other ground station) when you connect ArduPilot to your computer via a telemetry link.

If you are not yet familiar with the basics of these log files, first review the introductory pages to understand where these logs are stored and how you can download and view the information held within them.

Mechanical Failures

Common mechanical failures include a motor or ESC failure (including ESC sync failures), the propeller slipping or coming off, etc. These appear in the log as a sudden divergence in the desired roll and pitch vs the vehicles actual roll and pitch. This discrepancy is most clearly visible in the dataflash logs by graphing the ATT message’s Roll-In vs Roll and Pitch-In vs Pitch and to a lesser extent in the NavYaw vs Yaw.


In the example above the vehicle’s actual roll (“Roll”) closely follows the desired roll (“Roll-In”) for the first part of the log but then suddenly diverges. The flight controller wanted the roll to remain level (0 roll) but it was unable to likely meaning a mechanical failure. This is very different from a software failure in which the flight controller freaked out and for some strange reason suddenly wanted the copter up-side-down because in such cases the desired roll would be also be crazy and actual roll would follow.

Extra notes:

  • tlogs are generally more difficult to use in this case because although we have nav_roll and nav_pitch which hold the desired roll and pitch, they are only updated when in RTL, Loiter or Auto flight modes.
  • in AC3.1 (and higher) Roll-In and Pitch-In only hold the desired roll and pitch while in stabilize mode. When in an autopilot mode you must look at the NTUN messages’s DRol and DPit columns


High vibrations cause the Copter’s accelerometer based altitude and horizontal position estimates to drift far off from reality which leads to problems with alt hold (normally rocketing into the sky) or Loiter (drifting).

Vibrations are best viewed by graphing the dataflash’s IMU message’s AccX, AccY and AccZ values. The AccX and AccY values (primarily used for horizontal position control) should be between -3 and +3 m/s/s and the AccZ should be between -15 and -5 m/s/s. The accelerometer values will change momentarily as the copter moves up and down which is why it is better to pull the data from a portion of the flight where the copter was mostly stationary but even with a copter that is moving you can still see the vibration levels by comparing the difference between the top and bottom of the “grass”. an occasional blade of grass going over the lines is ok but if it’s sustained then it’s likely a real vibration problem.

The below graph shows acceptable vibration levels.


Tlog’s RAW_IMU xacc, yacc and zacc can also be used but their update is much slower (generally less than 10hz) than the dataflash log (50hz) so it becomes more difficult to see whether the changes in accelerometer values are due to the copter moving or are just vibrations.

If using tlogs the scale is in milli-Gs so the acceptable range for xacc and yacc is -300 ~ +300, and for zacc is -500 ~ -1500. Note that in the image below the values appear out of that range which perhaps indicates a vibration problem although this user did not complain of AltHold or Loiter problems so it is more likely that these variations were because the copter was not in a stable hover and the update rate was low.


For more advanced vibration analysis, see Batch Sampling.

Compass interference

Interference from the power distribution board, motors, battery, ESC and other electrical devices near the APM or Pixhawk boards can throw off the compass heading which can lead to circling (aka “toilet bowling”) or even the copter flying off in completely the wrong direction. Graphing the tlog’s mag_field (found under “CUSTOM”) and throttle (found under VFR_HUD) values are the easiest way to quickly see the amount of interference.

In the graph’s below shows an acceptable amount of magnetic interference. You can see the mag_field fluctuates when the throttle is raised but only moves around by about 10% ~ 20%. Below 30% inteference is acceptable. Between 30% ~ 60% is in the grey zone where it might be ok (some users are ok, some are not) and really bad magnetic interference will show up as jumps of over 60% when the throttle is raised.


Extra Notes:

  • The length of the mag_field can be anywhere from 120 ~ 550 depending upon where in the world the vehicle is but it is normally around 330.
  • The magnetic interference as a percentage of the total mag field is also displayed at the end of the compassmot set-up procedure.
  • Dataflash log’s COMPASS message hold the compass’s raw x, y and z axis values (called MagX, MagY, MagZ) which are equivalent to the tlog’s RAW_IMU xmag, ymag and zmag fields. It’s possible to calculate the mag-field length by first loading the dataflash log file into excel, filtering by the COMPASS message and then calculating the mag-field using the formula mag_field = sqrt(MagX^2, MagY^2, MagZ^2). Note that the COMPASS message is not enabled by default in the dataflash logs because it runs at 50hz and does affect CPU performance a bit.
  • Another general thing to check re the compass is the offsets which should bet between -150 ~ 150. These are found in the tlog’s SENSOR_OFFSET group as mag_ofs_x, mag_ofs_y, mag_ofs_z and in the dataflash’s COMPASS message as OfsX, OfsY, OfsZ. They can also be seen in the parameters as COMPASS_OFS_X, COMPASS_OFS_Y, COMPASS_OFS_Z.
  • The image above it shows a short spike at the beginning of the graph but this can be ignored because it’s before the throttle is raised so it’s probably just as the user plugged in some other electrical device.

GPS glitches

When in autopilot modes (Loiter, RTL, AUTO) position errors from the GPS can cause Copter to think that it’s suddenly in the wrong position and lead to aggressive flying to correct the perceived error. These “glitches” show up in both the tlogs and dataflash logs as an decrease in the number of satellites visible and an increase in the hdop.

If using tlogs graph the the you can do this by graphing the GPS_RAW_IT group’s “eph” and “satellites_visible” values. An hdop value of 1.5 (displayed as 150) or lower is very good. Over 2.0 (i.e. 200) indicates a bad position value. The number of satellites falling below 9 is also bad. A significant change in these two values often accompanies a GPS position change.


In the Dataflash logs’s GPS message you will find the “HDop” and “NSats” columns. Note the hdop values are in the correct units in the dataflash (i.e. not 100x too big like in the tlogs).


AC 3.1 includes GPS Glitch detection which attempts to ignore glitches by sanity checking the positions.

Power Problems (BrownOuts, etc)

The introduction of the 3DR Power Module has made it much easier for people to provide a reliable power supply to their Pixhawk-series. This has led to a massive reduction in the number of brown-outs reported but they do still occur. They can normally be recognised by the logs suddenly ending while the copter is still in the air (i.e. barometer or inertial navigation altitude is still well above zero).

Try graphing the:

  • Dataflash log’s CTUN message’s Baro Alt
  • Dataflash log’s GPS message’s RelAlt (the combined accelerometer + barometer altitude estimate)
  • Tlog’s VFR_HUD alt (the combined accelerometer + barometer altitude estimate)
  • Tlog’s GLOBAL_POSITION relative_alt

Changes in the board voltage can also be a sign of a power problem. Variations of 0.10 to 0.15 volts are normal. Beyond that could be a sign that other devices sharing the power source with the APM are causing ripples in the power supply that could lead to a brown-out or other weird behaviour. The board voltage can be graphed using:

  • Dataflash CURRENT message’s VCC
  • Tlog HWSTATUS’s Vcc

In the image directly below shows the board voltage sinking by 0.15V when the throttle is raised. This is generally not a good thing but because it’s only 0.15V it’s probably OK. The 2nd graph below (a dataflash graph from a different user’s log) shows a more random variation in voltage but also up to 0.15V which is typical.

../_images/DiagnosingWithLogs_BoardVccVsThr.png ../_images/DiagnosingWithLogs_DataFlashBoardVcc.png

Unexpected ERRORS including Failsafes

When unexpected behaviour from the flight controller occurs (especially when the user complains that the copter no longer responded to their input) it is often caused by one of the failsafes being triggered. There are 5 failsafes that can be activated: Throttle Failsafe, GPS Failsafe, GCS Failsafe (ground station failsafe), Battery Failsafe and the Fence.

The easiest way to find these is to look in the dataflash logs and filter the 1st column by “ERR”.


The Subsys (aka Sub-system) gives the area that generated the error and the ECode (aka Error Code) tells you what the error was specifically. The very limited number of subsystems and error codes can be found at the bottom of the Copter defines.h file.

Sub Systems / Error Codes

1: Main (never used)

2: Radio

ECode 1: “Late Frame” which means the APM’s onboard ppm encoder did not provide an update for at least 2 seconds

ECode 0: error resolved which means the ppm encoder started providing data again

3: Compass

ECode 1: the compass failed to initialise (likely a hardware issue)

ECode 2: failure while trying to read a single value from the compass (probably a hardware issue)

ECode 0: above errors resolved

4: Optical flow

Ecode 1: failed to initialise (likely a hardware issue)

5: Throttle failsafe

ECode 1: throttle dropped below FS_THR_VALUE meaning likely loss of contact between RX/TX

ECode 0: above error resolve meaning RX/TX contact likely restored

6: Battery failsafe

ECode 1: battery voltage dropped below LOW_VOLT or total battery capacity used exceeded BATT_CAPACITY

7: GPS failsafe

ECode 1: GPS lock lost for at least 5 seconds

ECode 0: GPS lock restored

8: GCS (Ground station) failsafe

ECode 1: updates from ground station joystick lost for at least 5 seconds

ECode 0: updates from ground station restored

9: Fence

ECode 1: altitude fence breached

ECode 2: circular fence breached

ECode 3: both altitude and circular fences breached

ECode 0: vehicle is back within the fences

10: Flight Mode

ECode 0 ~ 10: the vehicle was unable to enter the desired flight mode

(0=Stabilize, 1=Acro, 2=AltHold, 3=Auto, 4=Guided, 5=Loiter, 6=RTL, 7=Circle, 8=Position, 9=Land, 10=OF_Loiter)

11: GPS

ECode 2: GPS Glitch

ECode 0: GPS Glitch cleared

12: Crash Check

ECode 1: Crash detected

13: Flip

ECode 2: Flip abandoned (because of 2 second timeout)

14: AutoTune

ECode 2: Bad Gains (failed to determine proper gains)

15: Parachute

ECode 2: Too low to deploy parachute

16: EKF/InertialNav Check

ECode 2: Bad Variance

ECode 0: Bad Variance cleared

17: EKF/InertialNav Failsafe

ECode 2: EKF Failsafe triggered

18: Baro glitch

ECode 2: Baro glitch

ECode 0: Baro glitch cleared