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Hardware in the Loop Simulation (HITL)


is community supported and maintained. It may or may not work with current versions of PX4.

See Toolchain Installation for information about the environments and tools supported by the core development team.

硬件在环仿真模式 (HITL 或 HIL) 下 PX4 固件代码运行在真实的飞行控制器硬件平台上。 这种方法的优点是可以在实际硬件上测试大多数的实际飞行代码。

PX4 supports HITL for multicopters (using jMAVSim or Gazebo Classic) and VTOL (using Gazebo Classic).



机架SYS_AUTOSTARTGazebo ClassicjMAVSim
HIL Standard VTOL QuadPlane1002YY
HIL Standard VTOL QuadPlane4001Y
Generic Quadrotor x copter4011YY

HITL 仿真环境

硬件在环仿真(HITL)模式下标准的 PX4 固件在真实的硬件上运行。 JMAVSim or Gazebo Classic (running on a development computer) are connected to the flight controller hardware via USB/UART. The simulator acts as gateway to share MAVLink data between PX4 and QGroundControl.

The simulator can also be connected via UDP if the flight controller has networking support and uses a stable, low-latency connection (e.g. a wired Ethernet connection - WiFi is usually not sufficiently reliable). For example, this configuration has been tested with PX4 running on a Raspberry Pi connected via Ethernet to the computer (a startup configuration that includes the command for running jMAVSim can be found here).

The diagram below shows the simulation environment:

  • A HITL configuration is selected (via QGroundControl) that doesn't start any real sensors.
  • jMAVSim or Gazebo Classic are connected to the flight controller via USB.
  • The simulator is connected to QGroundControl via UDP and bridges its MAVLink messages to PX4.
  • Gazebo Classic and jMAVSim can also connect to an offboard API and bridge MAVLink messages to PX4.
  • (Optional) A serial connection can be used to connect Joystick/Gamepad hardware via QGroundControl.

HITL Setup - jMAVSim and Gazebo Classic


相比之下, HITL 在正常飞控硬件平台上运行正常的处于 ”HITL 模式“ 的 PX4 固件。 仿真数据进入整个仿真系统的时间点与 SITL 有所不同。

By contrast, HITL runs normal PX4 firmware in "HITL mode", on normal hardware. The simulation data enters the system at a different point than for SITL. Core modules like commander and sensors have HITL modes at startup that bypass some of the normal functionality.

完成所有的配置设定后 关闭 QGroundControl 并断开飞控板与计算机的连接。


JMAVSim/Gazebo HITL 仿真环境

  1. Connect the autopilot directly to QGroundControl via USB.

  2. 激活 HITL 模式

    1. 打开 Setup > Safety 选项卡。

    2. Enable HITL mode by selecting Enabled from the HITL Enabled list:

      QGroundControl HITL 配置

  3. 选择机架

    1. 打开 Setup > Airframes 选项卡。

    2. 选择一个你想要进行测试的 兼容的机架 。 Then click Apply and Restart on top-right of the Airframe Setup page.


  4. 如有必要, 校准您的 RC 遥控器 或操纵杆。

  5. 设置 UDP

    1. Under the General tab of the settings menu, uncheck all AutoConnect boxes except for UDP.

      GITL 模式 QGC 自动连接设置

  6. (可选) 配置操纵杆和故障保护。 Set the following parameters in order to use a joystick instead of an RC remote control transmitter:

    • COM_RC_IN_MODE to "Joystick/No RC Checks". 这允许操纵杆输入并禁用 RC 输入检查。
    • NAV_RCL_ACT to "Disabled". 这可确保在没有无线遥控的情况下运行 HITL 时 RC 失控保护不会介入。


The QGroundControl User Guide also has instructions on Joystick and Virtual Joystick setup.

Once configuration is complete, close QGroundControl and disconnect the flight controller hardware from the computer.

X-Plane HITL 仿真环境

总而言之, HITL 在真实硬件上运行标准 PX4 固件,而 SITL 实际上要比标准 PX4 系统执行更多的代码。

Gazebo Classic

Make sure QGroundControl is not running!

  1. Build PX4 with Gazebo Classic (in order to build the Gazebo Classic plugins).

    cd <Firmware_clone>
    DONT_RUN=1 make px4_sitl_default gazebo-classic
  2. Open the vehicle model's sdf file (e.g. Tools/simulation/gazebo-classic/sitl_gazebo-classic/models/iris_hitl/iris_hitl.sdf).

  3. 找到文件的 mavlink_interface plugin 分区,将 serialEnabledhil_mode 参数更改为 true

    The serial device depends on what port is used to connect the vehicle to the computer (this is usually /dev/ttyACM0). An easy way to check on Ubuntu is to plug in the autopilot, open up a terminal, and type dmesg | grep "tty". The correct device will be the last one shown.


  1. Set up the environment variables:

    source Tools/simulation/gazebo-classic/setup_gazebo.bash $(pwd) $(pwd)/build/px4_sitl_default

    and run Gazebo Classic in HITL mode:

    gazebo Tools/simulation/gazebo-classic/sitl_gazebo-classic/worlds/
  2. Start QGroundControl. It should autoconnect to PX4 and Gazebo Classic.

jMAVSim (仅适用于四旋翼无人机)

Make sure QGroundControl is not running!

  1. 将飞行控制器连接到计算机, 并等待其启动。

  2. 在 HITL 模式下运行 jMAVSim (r如有必要,修改串口号名称 /dev/ttyACM0 - 比如,在 Mac OS 上该参数应为 /dev/tty.usbmodem1): sh ./Tools/ -q -d /dev/ttyACM0 -b 921600 -r 250

    ./Tools/simulation/jmavsim/ -q -s -d /dev/ttyACM0 -b 921600 -r 250

    Replace the serial port name /dev/ttyACM0 as appropriate. On macOS this port would be /dev/tty.usbmodem1. On Windows (including Cygwin) it would be the COM1 or another port - check the connection in the Windows Device Manager.


  1. Start QGroundControl. 它应该会自动连接 PX4 和 Gazebo 。

在 HITL 仿真中执行自主飞行任务

You should be able to use QGroundControl to run missions and otherwise control the vehicle.