# System Failure Injection
System failure injection allows you to induce different types of sensor and system failures, either programmatically using the MAVSDK failure plugin (opens new window), or "manually" via a PX4 console like the MAVLink shell. This enables easier testing of safety failsafe behaviour, and more generally, of how PX4 behaves when systems and sensors stop working correctly.
Failure injection is disabled by default, and can be enabled using the SYS_FAILURE_EN parameter.
Failure injection still in development. At time of writing (PX4 v1.14):
- It can only be used in simulation (support for both failure injection in real flight is planned).
- It requires support in the simulator. It is supported in Gazebo Classic
- Many failure types are not broadly implemented. In those cases the command will return with an "unsupported" message.
# Failure System Command
Failures can be injected using the failure system command from any PX4 console/shell, specifying both the target and type of the failure.
The full syntax of the failure command is:
failure <component> <failure_type> [-i <instance_number>]
optical_flow: Optical flow.
vio: Visual inertial odometry.
distance_sensor: Distance sensor (rangefinder).
airspeed: Airspeed sensor.
rc_signal: RC Signal.
mavlink_signal: MAVLink signal (data telemetry).
ok: Publish as normal (Disable failure injection).
off: Stop publishing.
stuck: Report same value every time (could indicate a malfunctioning sensor).
garbage: Publish random noise. This looks like reading uninitialized memory.
wrong: Publish invalid values (that still look reasonable/aren't "garbage").
slow: Publish at a reduced rate.
delayed: Publish valid data with a significant delay.
intermittent: Publish intermittently.
- instance number (optional): Instance number of affected sensor. 0 (default) indicates all sensors of specified type.
To simulate losing RC signal without having to turn off your RC controller:
Enable the parameter SYS_FAILURE_EN.
Enter the following commands on the MAVLink console or SITL pxh shell:
# Fail RC (turn publishing off) failure rc_signal off # Restart RC publishing failure rc_signal ok
# MAVSDK Failure Plugin
The MAVSDK failure plugin (opens new window) can be used to programmatically inject failures. It is used in PX4 Integration Testing to simulate failure cases (for example, see PX4-Autopilot/test/mavsdk_tests/autopilot_tester.cpp (opens new window)).
The plugin API is a direct mapping of the failure command shown above, with a few additional error signals related to the connection.