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This commit is contained in:
@@ -618,6 +618,7 @@
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- [MountOrientation](msg_docs/MountOrientation.md)
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- [NavigatorMissionItem](msg_docs/NavigatorMissionItem.md)
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- [NavigatorStatus](msg_docs/NavigatorStatus.md)
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- [NeuralControl](msg_docs/NeuralControl.md)
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- [NormalizedUnsignedSetpoint](msg_docs/NormalizedUnsignedSetpoint.md)
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- [ObstacleDistance](msg_docs/ObstacleDistance.md)
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- [OffboardControlMode](msg_docs/OffboardControlMode.md)
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@@ -721,6 +722,7 @@
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- [EventV0](msg_docs/EventV0.md)
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- [HomePositionV0](msg_docs/HomePositionV0.md)
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- [VehicleAttitudeSetpointV0](msg_docs/VehicleAttitudeSetpointV0.md)
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- [VehicleLocalPositionV0](msg_docs/VehicleLocalPositionV0.md)
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- [VehicleStatusV0](msg_docs/VehicleStatusV0.md)
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- [MAVLink Messaging](mavlink/index.md)
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- [Adding Messages](mavlink/adding_messages.md)
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@@ -7,7 +7,7 @@ This is an experimental module.
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Use at your own risk.
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:::
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The Multicopter Neural Network (NN) module ([mc_nn_control](../modules/modules_controller.md#mc_nn_control)) is an example module that allows you to experiment with using a pre-trained neural network on PX4.
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The Multicopter Neural Network (NN) module ([mc_nn_control](../modules/modules_controller.md#mc-nn-control)) is an example module that allows you to experiment with using a pre-trained neural network on PX4.
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It might be used, for example, to experiment with controllers for non-traditional drone morphologies, computer vision tasks, and so on.
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The module integrates a pre-trained neural network based on the [TensorFlow Lite Micro (TFLM)](../advanced/tflm.md) module.
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@@ -61,7 +61,6 @@ In the [controller diagram](../flight_stack/controller_diagrams.md) you can see
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We hook into this flow by subscribing to messages at particular points, using our neural network to calculate outputs, and then publishing them into the next point in the flow.
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We also need to stop the module publishing the topic to be replaced, which is covered in [Neural Network Module: System Integration](nn_module_utilities.md)
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### Input
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The input can be changed to whatever you want.
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@@ -1,6 +1,6 @@
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# Neural Network Module: System Integration
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The neural control module ([mc_nn_control](../modules/modules_controller.md#mc_nn_control)) implements an end-to-end controller utilizing neural networks.
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The neural control module ([mc_nn_control](../modules/modules_controller.md#mc-nn-control)) implements an end-to-end controller utilizing neural networks.
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The parts of the module directly concerned with generating the code for the trained neural network and integrating it into the module are covered in [TensorFlow Lite Micro (TFLM)](../advanced/tflm.md).
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This page covers the changes that were made to integrate the module into PX4, both within the module, and in larger system configuration.
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@@ -14,7 +14,7 @@ For more information see the developer [Getting Started](../dev_setup/getting_st
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## Autostart
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A line to autostart the [mc_nn_control](../modules/modules_controller.md#mc_nn_control) module has been added in the [`ROMFS/px4fmu_common/init.d/rc.mc_apps`](https://github.com/PX4/PX4-Autopilot/blob/main/ROMFS/px4fmu_common/init.d/rc.mc_apps) startup script.
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A line to autostart the [mc_nn_control](../modules/modules_controller.md#mc-nn-control) module has been added in the [`ROMFS/px4fmu_common/init.d/rc.mc_apps`](https://github.com/PX4/PX4-Autopilot/blob/main/ROMFS/px4fmu_common/init.d/rc.mc_apps) startup script.
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It checks whether the module is included by looking for the parameter [MC_NN_EN](../advanced_config/parameter_reference.md#MC_NN_EN).
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If this is set to `1` (the default value), the module will be started when booting PX4.
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@@ -1,10 +1,10 @@
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# TensorFlow Lite Micro (TFLM)
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The PX4 [Multicopter Neural Network](advanced/neural_networks.md) module ([mc_nn_control](../modules/modules_controller.md#mc_nn_control)) integrates a neural network that uses the [TensorFlow Lite Micro (TFLM)](https://github.com/tensorflow/tflite-micro) inference library.
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The PX4 [Multicopter Neural Network](advanced/neural_networks.md) module ([mc_nn_control](../modules/modules_controller.md#mc-nn-control)) integrates a neural network that uses the [TensorFlow Lite Micro (TFLM)](https://github.com/tensorflow/tflite-micro) inference library.
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This is a mature inference library intended for use on embedded devices, and is hence a suitable choice for PX4.
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This guide explains how the TFLM library is integrated into the [mc_nn_control](../modules/modules_controller.md#mc_nn_control) module, and the changes you would have to make to use it for your own neural network.
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This guide explains how the TFLM library is integrated into the [mc_nn_control](../modules/modules_controller.md#mc-nn-control) module, and the changes you would have to make to use it for your own neural network.
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::: tip
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For more information, see the [TFLM guide](https://ai.google.dev/edge/litert/microcontrollers/get_started).
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@@ -3,7 +3,7 @@
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The _Flight termination_ [failsafe action](../config/safety.md#failsafe-actions) irreversibly turns off controllers and sets PWM values to their parameter configured failsafe values.
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::: info
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Flight termination differs from the [Kill action](../config/safety.html#kill-switch) in that it is permanent until after reboot.
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Flight termination differs from the [Kill action](../config/safety.md#kill-switch) in that it is permanent until after reboot.
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:::
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::: warning
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@@ -14094,6 +14094,7 @@ Sideslip measurement noise of the internal wind estimator(s) of the airspeed sel
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Enable checks on airspeed sensors.
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Controls which checks are run to check airspeed data for validity. Only applied if ASPD_PRIMARY > 0.
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Note: The missing data check (bit 0) is implicitly always enabled when ASPD_DO_CHECKS > 0, even if bit 0 is not explicitly set.
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**Bitmask:**
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@@ -16397,6 +16398,8 @@ A value of 1 allows joystick control only. RC input handling and the associated
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A value of 2 allows either RC Transmitter or Joystick input. The first valid input is used, will fallback to other sources if the input stream becomes invalid.
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A value of 3 allows either input from RC or joystick. The first available source is selected and used until reboot.
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A value of 4 ignores any stick input.
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A value of 5 allows either RC Transmitter or Joystick input. But RC has priority and whenever avaiable is immedietely used.
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A value of 6 allows either RC Transmitter or Joystick input. But Joystick has priority and whenever avaiable is immedietely used.
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**Values:**
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@@ -16405,6 +16408,8 @@ A value of 4 ignores any stick input.
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- `2`: RC and Joystick with fallback
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- `3`: RC or Joystick keep first
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- `4`: Stick input disabled
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- `5`: RC priority, Joystick fallback
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- `6`: Joystick priority, RC fallback
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| Reboot | minValue | maxValue | increment | default | unit |
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| ------ | -------- | -------- | --------- | ------- | ---- |
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@@ -17428,6 +17433,21 @@ GPS measurement delay relative to IMU measurements.
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| ------- | -------- | -------- | --------- | ------- | ---- |
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| ✓ | 0 | 300 | | 110 | ms |
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### EKF2_GPS_MODE (`INT32`) {#EKF2_GPS_MODE}
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Fusion reset mode.
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Automatic: reset on fusion timeout if no other source of position is available Dead-reckoning: reset on fusion timeout if no source of velocity is available
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**Values:**
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- `0`: Automatic
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- `1`: Dead-reckoning
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| Reboot | minValue | maxValue | increment | default | unit |
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| ------ | -------- | -------- | --------- | ------- | ---- |
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| | | | | 0 |
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### EKF2_GPS_POS_X (`FLOAT`) {#EKF2_GPS_POS_X}
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X position of GPS antenna in body frame.
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@@ -34727,7 +34747,7 @@ SBUS RC driver.
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| Reboot | minValue | maxValue | increment | default | unit |
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| ------- | -------- | -------- | --------- | ------- | ---- |
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| ✓ | | | | 300 |
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| ✓ | | | | 0 |
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### SER_EXT2_BAUD (`INT32`) {#SER_EXT2_BAUD}
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@@ -45,28 +45,6 @@ div.frame_variant td, div.frame_variant th {
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}
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</style>
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## 2D Space Robot
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### Space Robot
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<div class="frame_common">
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<img src="../../assets/airframes/types/AirframeUnknown.svg"/>
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</div>
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<div class="frame_variant">
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<table>
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<thead>
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<tr><th>Name</th><th></th></tr>
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</thead>
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<tbody>
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<tr id="2d_space_robot_space_robot_kth_space_robot">
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<td>KTH Space Robot</td>
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<td>Maintainer: DISCOWER<p><code>SYS_AUTOSTART</code> = 70000</p></td>
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</tr>
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</tbody>
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</table>
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</div>
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## Airship
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### Airship
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@@ -622,7 +600,7 @@ div.frame_variant td, div.frame_variant th {
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<td>Maintainer: John Doe <john@example.com><p><code>SYS_AUTOSTART</code> = 50000</p></td>
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</tr>
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<tr id="rover_rover_aion_robotics_r1_ugv">
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<td><a href="https://www.aionrobotics.com/r1">Aion Robotics R1 UGV</a></td>
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<td><a href="https://docs.px4.io/main/en/complete_vehicles_rover/aion_r1.html">Aion Robotics R1 UGV</a></td>
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<td>Maintainer: John Doe <john@example.com><p><code>SYS_AUTOSTART</code> = 50001</p></td>
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</tr>
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<tr id="rover_rover_generic_rover_ackermann">
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@@ -637,13 +615,27 @@ div.frame_variant td, div.frame_variant th {
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<td>Generic Rover Mecanum</td>
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<td>Maintainer: John Doe <john@example.com><p><code>SYS_AUTOSTART</code> = 52000</p></td>
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</tr>
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<tr id="rover_rover_generic_ground_vehicle_(deprecated)">
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<td>Generic Ground Vehicle (Deprecated)</td>
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<td><p><code>SYS_AUTOSTART</code> = 59000</p><br><b>Specific Outputs:</b><ul><li><b>Motor1</b>: throttle</li><li><b>Servo1</b>: steering</li></ul></td>
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</tr>
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<tr id="rover_rover_nxp_cup_car:_df_robot_gpx_(deprecated)">
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<td>NXP Cup car: DF Robot GPX (Deprecated)</td>
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<td>Maintainer: Katrin Moritz<p><code>SYS_AUTOSTART</code> = 59001</p><br><b>Specific Outputs:</b><ul><li><b>Motor1</b>: Speed of left wheels</li><li><b>Servo1</b>: Steering servo</li></ul></td>
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</tbody>
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</table>
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</div>
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## Spacecraft
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### Free-Flyer
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<div class="frame_common">
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<img src="../../assets/airframes/types/AirframeUnknown.svg"/>
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</div>
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<div class="frame_variant">
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<table>
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<thead>
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<tr><th>Name</th><th></th></tr>
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</thead>
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<tbody>
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<tr id="spacecraft_free-flyer_kth-atmos">
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<td>KTH-ATMOS</td>
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<td>Maintainer: DISCOWER<p><code>SYS_AUTOSTART</code> = 70000</p></td>
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</tr>
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</tbody>
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</table>
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@@ -198,7 +198,7 @@ It takes in 15 input values and outputs 4 control actions.
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Inputs: [pos_err(3), att(6), vel(3), ang_vel(3)]
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Outputs: [Actuator motors(4)]
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### Usage {#mc_nn_control_usage}
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### Usage {#mc-nn-control_usage}
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```
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mc_nn_control <command> [arguments...]
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@@ -1166,6 +1166,30 @@ rgbled <command> [arguments...]
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status print status info
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```
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## rgbled_aw2023
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Source: [drivers/lights/rgbled_aw2023](https://github.com/PX4/PX4-Autopilot/tree/main/src/drivers/lights/rgbled_aw2023)
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### Usage {#rgbled_aw2023_usage}
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|
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```
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rgbled_aw2023 <command> [arguments...]
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Commands:
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start
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[-I] Internal I2C bus(es)
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[-X] External I2C bus(es)
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[-b <val>] board-specific bus (default=all) (external SPI: n-th bus
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(default=1))
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[-f <val>] bus frequency in kHz
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[-q] quiet startup (no message if no device found)
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[-a <val>] I2C address
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default: 69
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stop
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status print status info
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```
|
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## rgbled_is31fl3195
|
||||
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Source: [drivers/lights/rgbled_is31fl3195](https://github.com/PX4/PX4-Autopilot/tree/main/src/drivers/lights/rgbled_is31fl3195)
|
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||||
@@ -1,5 +1,50 @@
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||||
# Modules Reference: Ins (Driver)
|
||||
|
||||
## MicroStrain
|
||||
|
||||
Source: [drivers/ins/microstrain](https://github.com/PX4/PX4-Autopilot/tree/main/src/drivers/ins/microstrain)
|
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|
||||
### Description
|
||||
|
||||
MicroStrain by HBK Inertial Sensor Driver.
|
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Currently supports the following sensors:
|
||||
|
||||
-[CV7-AR](https://www.hbkworld.com/en/products/transducers/inertial-sensors/vertical-reference-units--vru-/3dm-cv7-ar) -[CV7-AHRS](https://www.hbkworld.com/en/products/transducers/inertial-sensors/attitude-and-heading-reference-systems--ahrs-/3dm-cv7-ahrs) -[CV7-INS](https://www.hbkworld.com/en/products/transducers/inertial-sensors/inertial-navigation-systems--ins-/3dm-cv7-ins) -[CV7-GNSS/INS](https://www.hbkworld.com/en/products/transducers/inertial-sensors/inertial-navigation-systems--ins-/3dm-cv7-gnss-ins)
|
||||
|
||||
This driver is not included in the firmware by default.
|
||||
Include the module in firmware by setting the
|
||||
[kconfig](../hardware/porting_guide_config.md#px4-board-configuration-kconfig) variables:
|
||||
`CONFIG_DRIVERS_INS_MICROSTRAIN` or `CONFIG_COMMON_INS`.
|
||||
|
||||
### Examples
|
||||
|
||||
Attempt to start driver on a specified serial device.
|
||||
The driver will choose /dev/ttyS4 by default if no port is specified
|
||||
|
||||
```
|
||||
microstrain start -d /dev/ttyS1
|
||||
```
|
||||
|
||||
Stop driver
|
||||
|
||||
```
|
||||
microstrain stop
|
||||
```
|
||||
|
||||
### Usage {#MicroStrain_usage}
|
||||
|
||||
```
|
||||
MicroStrain <command> [arguments...]
|
||||
Commands:
|
||||
start Start driver
|
||||
[-d <val>] Port
|
||||
values: <file:dev>, default: /dev/ttyS4
|
||||
|
||||
stop Stop driver
|
||||
|
||||
status Driver status
|
||||
```
|
||||
|
||||
## ilabs
|
||||
|
||||
Source: [drivers/ins/ilabs](https://github.com/PX4/PX4-Autopilot/tree/main/src/drivers/ins/ilabs)
|
||||
@@ -14,7 +59,7 @@ After that you can use the ILABS_MODE parameter to config outputs:
|
||||
- Only raw sensor output (the default).
|
||||
- Sensor output and INS data such as position and velocity estimates.
|
||||
|
||||
Setup/usage information: https://docs.px4.io/main/en/sensor/ilabs.html
|
||||
Setup/usage information: https://docs.px4.io/main/en/sensor/inertiallabs.html
|
||||
|
||||
### Examples
|
||||
|
||||
|
||||
@@ -1,27 +1,39 @@
|
||||
# ActionRequest (UORB message)
|
||||
|
||||
Action request for the vehicle's main state
|
||||
|
||||
Message represents actions requested by a PX4 internal component towards the main state machine such as a request to arm or switch mode.
|
||||
It allows mapping triggers from various external interfaces like RC channels or MAVLink to cause an action.
|
||||
Request are published by `manual_control` and subscribed by the `commander` and `vtol_att_control` modules.
|
||||
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/ActionRequest.msg)
|
||||
|
||||
```c
|
||||
uint64 timestamp # time since system start (microseconds)
|
||||
# Action request for the vehicle's main state
|
||||
#
|
||||
# Message represents actions requested by a PX4 internal component towards the main state machine such as a request to arm or switch mode.
|
||||
# It allows mapping triggers from various external interfaces like RC channels or MAVLink to cause an action.
|
||||
# Request are published by `manual_control` and subscribed by the `commander` and `vtol_att_control` modules.
|
||||
|
||||
uint8 action # what action is requested
|
||||
uint8 ACTION_DISARM = 0
|
||||
uint8 ACTION_ARM = 1
|
||||
uint8 ACTION_TOGGLE_ARMING = 2
|
||||
uint8 ACTION_UNKILL = 3
|
||||
uint8 ACTION_KILL = 4
|
||||
uint8 ACTION_SWITCH_MODE = 5
|
||||
uint8 ACTION_VTOL_TRANSITION_TO_MULTICOPTER = 6
|
||||
uint8 ACTION_VTOL_TRANSITION_TO_FIXEDWING = 7
|
||||
uint8 ACTION_TERMINATE = 8
|
||||
uint64 timestamp # [us] Time since system start
|
||||
|
||||
uint8 source # how the request was triggered
|
||||
uint8 SOURCE_STICK_GESTURE = 0
|
||||
uint8 SOURCE_RC_SWITCH = 1
|
||||
uint8 SOURCE_RC_BUTTON = 2
|
||||
uint8 SOURCE_RC_MODE_SLOT = 3
|
||||
uint8 action # [@enum ACTION] Requested action
|
||||
uint8 ACTION_DISARM = 0 # Disarm vehicle
|
||||
uint8 ACTION_ARM = 1 # Arm vehicle
|
||||
uint8 ACTION_TOGGLE_ARMING = 2 # Toggle arming
|
||||
uint8 ACTION_UNKILL = 3 # Revert a kill action
|
||||
uint8 ACTION_KILL = 4 # Kill vehicle (instantly stop the motors)
|
||||
uint8 ACTION_SWITCH_MODE = 5 # Switch mode. The target mode is set in the `mode` field.
|
||||
uint8 ACTION_VTOL_TRANSITION_TO_MULTICOPTER = 6 # Transition to hover flight
|
||||
uint8 ACTION_VTOL_TRANSITION_TO_FIXEDWING = 7 # Transition to fast forward flight
|
||||
uint8 ACTION_TERMINATION = 8 # Irreversably output failsafe values on all outputs, trigger parachute
|
||||
|
||||
uint8 mode # for ACTION_SWITCH_MODE what mode is requested according to vehicle_status_s::NAVIGATION_STATE_*
|
||||
uint8 source # [@enum SOURCE] Request trigger type, such as a switch, button or gesture
|
||||
uint8 SOURCE_STICK_GESTURE = 0 # Triggered by holding the sticks in a certain position
|
||||
uint8 SOURCE_RC_SWITCH = 1 # Triggered by an RC switch moving into a certain position
|
||||
uint8 SOURCE_RC_BUTTON = 2 # Triggered by a momentary button on the RC being pressed or held
|
||||
uint8 SOURCE_RC_MODE_SLOT = 3 # Mode change through the RC mode selection mechanism
|
||||
|
||||
uint8 mode # Requested mode. Only applies when `action` is `ACTION_SWITCH_MODE`. Values for this field are defined by the `vehicle_status_s::NAVIGATION_STATE_*` enumeration.
|
||||
|
||||
```
|
||||
|
||||
@@ -1,7 +1,5 @@
|
||||
# ActuatorArmed (UORB message)
|
||||
|
||||
|
||||
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/ActuatorArmed.msg)
|
||||
|
||||
```c
|
||||
@@ -11,8 +9,8 @@ bool armed # Set to true if system is armed
|
||||
bool prearmed # Set to true if the actuator safety is disabled but motors are not armed
|
||||
bool ready_to_arm # Set to true if system is ready to be armed
|
||||
bool lockdown # Set to true if actuators are forced to being disabled (due to emergency or HIL)
|
||||
bool manual_lockdown # Set to true if manual throttle kill switch is engaged
|
||||
bool force_failsafe # Set to true if the actuators are forced to the failsafe position
|
||||
bool kill # Set to true if manual throttle kill switch is engaged
|
||||
bool termination # Send out failsafe (by default same as disarmed) output
|
||||
bool in_esc_calibration_mode # IO/FMU should ignore messages from the actuator controls topics
|
||||
|
||||
```
|
||||
|
||||
@@ -1,35 +1,49 @@
|
||||
# AirspeedWind (UORB message)
|
||||
|
||||
Wind estimate (from airspeed_selector)
|
||||
|
||||
Contains wind estimation and airspeed innovation information estimated by the WindEstimator
|
||||
in the airspeed selector module.
|
||||
|
||||
This message is published by the airspeed selector for debugging purposes, and is not
|
||||
subscribed to by any other modules.
|
||||
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/AirspeedWind.msg)
|
||||
|
||||
```c
|
||||
uint64 timestamp # time since system start (microseconds)
|
||||
uint64 timestamp_sample # the timestamp of the raw data (microseconds)
|
||||
# Wind estimate (from airspeed_selector)
|
||||
#
|
||||
# Contains wind estimation and airspeed innovation information estimated by the WindEstimator
|
||||
# in the airspeed selector module.
|
||||
#
|
||||
# This message is published by the airspeed selector for debugging purposes, and is not
|
||||
# subscribed to by any other modules.
|
||||
|
||||
float32 windspeed_north # Wind component in north / X direction (m/sec)
|
||||
float32 windspeed_east # Wind component in east / Y direction (m/sec)
|
||||
uint64 timestamp # [us] Time since system start
|
||||
uint64 timestamp_sample # [us] Timestamp of the raw data
|
||||
|
||||
float32 variance_north # Wind estimate error variance in north / X direction (m/sec)**2 - set to zero (no uncertainty) if not estimated
|
||||
float32 variance_east # Wind estimate error variance in east / Y direction (m/sec)**2 - set to zero (no uncertainty) if not estimated
|
||||
float32 windspeed_north # [m/s] Wind component in north / X direction
|
||||
float32 windspeed_east # [m/s] Wind component in east / Y direction
|
||||
|
||||
float32 tas_innov # True airspeed innovation
|
||||
float32 tas_innov_var # True airspeed innovation variance
|
||||
float32 variance_north # [(m/s)^2] [@invalid 0 if not estimated] Wind estimate error variance in north / X direction
|
||||
float32 variance_east # [(m/s)^2] [@invalid 0 if not estimated] Wind estimate error variance in east / Y direction
|
||||
|
||||
float32 tas_scale_raw # Estimated true airspeed scale factor (not validated)
|
||||
float32 tas_scale_raw_var # True airspeed scale factor variance
|
||||
float32 tas_innov # [m/s] True airspeed innovation
|
||||
float32 tas_innov_var # [m/s] True airspeed innovation variance
|
||||
|
||||
float32 tas_scale_validated # Estimated true airspeed scale factor after validation
|
||||
float32 tas_scale_raw # Estimated true airspeed scale factor (not validated)
|
||||
float32 tas_scale_raw_var # True airspeed scale factor variance
|
||||
|
||||
float32 beta_innov # Sideslip measurement innovation
|
||||
float32 beta_innov_var # Sideslip measurement innovation variance
|
||||
float32 tas_scale_validated # Estimated true airspeed scale factor after validation
|
||||
|
||||
uint8 source # source of wind estimate
|
||||
float32 beta_innov # [rad] Sideslip measurement innovation
|
||||
float32 beta_innov_var # [rad^2] Sideslip measurement innovation variance
|
||||
|
||||
uint8 SOURCE_AS_BETA_ONLY = 0 # wind estimate only based on synthetic sideslip fusion
|
||||
uint8 SOURCE_AS_SENSOR_1 = 1 # combined synthetic sideslip and airspeed fusion (data from first airspeed sensor)
|
||||
uint8 SOURCE_AS_SENSOR_2 = 2 # combined synthetic sideslip and airspeed fusion (data from second airspeed sensor)
|
||||
uint8 SOURCE_AS_SENSOR_3 = 3 # combined synthetic sideslip and airspeed fusion (data from third airspeed sensor)
|
||||
uint8 source # source of wind estimate
|
||||
|
||||
uint8 SOURCE_AS_BETA_ONLY = 0 # Wind estimate only based on synthetic sideslip fusion
|
||||
uint8 SOURCE_AS_SENSOR_1 = 1 # Combined synthetic sideslip and airspeed fusion (data from first airspeed sensor)
|
||||
uint8 SOURCE_AS_SENSOR_2 = 2 # Combined synthetic sideslip and airspeed fusion (data from second airspeed sensor)
|
||||
uint8 SOURCE_AS_SENSOR_3 = 3 # Combined synthetic sideslip and airspeed fusion (data from third airspeed sensor)
|
||||
|
||||
```
|
||||
|
||||
26
docs/en/msg_docs/NeuralControl.md
Normal file
26
docs/en/msg_docs/NeuralControl.md
Normal file
@@ -0,0 +1,26 @@
|
||||
# NeuralControl (UORB message)
|
||||
|
||||
Neural control
|
||||
|
||||
Debugging topic for the Neural controller, logs the inputs and output vectors of the neural network, and the time it takes to run
|
||||
Publisher: mc_nn_control
|
||||
Subscriber: logger
|
||||
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/NeuralControl.msg)
|
||||
|
||||
```c
|
||||
# Neural control
|
||||
#
|
||||
# Debugging topic for the Neural controller, logs the inputs and output vectors of the neural network, and the time it takes to run
|
||||
# Publisher: mc_nn_control
|
||||
# Subscriber: logger
|
||||
|
||||
uint64 timestamp # [us] Time since system start
|
||||
|
||||
float32[15] observation # Observation vector (pos error (3), att (6d), lin vel (3), ang vel (3))
|
||||
float32[4] network_output # Output from neural network
|
||||
|
||||
int32 controller_time # [us] Time spent from input to output
|
||||
int32 inference_time # [us] Time spent for NN inference
|
||||
|
||||
```
|
||||
@@ -31,10 +31,10 @@ float64 lon # longitude, in deg
|
||||
float32 alt # altitude AMSL, in m
|
||||
float32 yaw # yaw (only in hover), in rad [-PI..PI), NaN = leave to flight task
|
||||
|
||||
float32 loiter_radius # loiter major axis radius in m
|
||||
float32 loiter_minor_radius # loiter minor axis radius (used for non-circular loiter shapes) in m
|
||||
float32 loiter_radius # [m] [@range 0, INF] loiter major axis radius
|
||||
float32 loiter_minor_radius # [m] [@range 0, INF] loiter minor axis radius (used for non-circular loiter shapes)
|
||||
bool loiter_direction_counter_clockwise # loiter direction is clockwise by default and can be changed using this field
|
||||
float32 loiter_orientation # Orientation of the major axis with respect to true north in rad [-pi,pi)
|
||||
float32 loiter_orientation # [rad] [@range -pi, pi] orientation of the major axis with respect to true north
|
||||
uint8 loiter_pattern # loitern pattern to follow
|
||||
|
||||
float32 acceptance_radius # horizontal acceptance_radius (meters)
|
||||
|
||||
@@ -1,7 +1,5 @@
|
||||
# Px4ioStatus (UORB message)
|
||||
|
||||
|
||||
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/Px4ioStatus.msg)
|
||||
|
||||
```c
|
||||
@@ -36,7 +34,7 @@ bool alarm_rc_lost
|
||||
bool arming_failsafe_custom
|
||||
bool arming_fmu_armed
|
||||
bool arming_fmu_prearmed
|
||||
bool arming_force_failsafe
|
||||
bool arming_termination
|
||||
bool arming_io_arm_ok
|
||||
bool arming_lockdown
|
||||
bool arming_termination_failsafe
|
||||
|
||||
@@ -9,7 +9,7 @@ The coordinate system origin is the vehicle position at the time when the EKF2-m
|
||||
# Fused local position in NED.
|
||||
# The coordinate system origin is the vehicle position at the time when the EKF2-module was started.
|
||||
|
||||
uint32 MESSAGE_VERSION = 0
|
||||
uint32 MESSAGE_VERSION = 1
|
||||
|
||||
uint64 timestamp # time since system start (microseconds)
|
||||
uint64 timestamp_sample # the timestamp of the raw data (microseconds)
|
||||
|
||||
96
docs/en/msg_docs/VehicleLocalPositionV0.md
Normal file
96
docs/en/msg_docs/VehicleLocalPositionV0.md
Normal file
@@ -0,0 +1,96 @@
|
||||
# VehicleLocalPositionV0 (UORB message)
|
||||
|
||||
Fused local position in NED.
|
||||
The coordinate system origin is the vehicle position at the time when the EKF2-module was started.
|
||||
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/px4_msgs_old/msg/VehicleLocalPositionV0.msg)
|
||||
|
||||
```c
|
||||
# Fused local position in NED.
|
||||
# The coordinate system origin is the vehicle position at the time when the EKF2-module was started.
|
||||
|
||||
uint32 MESSAGE_VERSION = 0
|
||||
|
||||
uint64 timestamp # time since system start (microseconds)
|
||||
uint64 timestamp_sample # the timestamp of the raw data (microseconds)
|
||||
|
||||
bool xy_valid # true if x and y are valid
|
||||
bool z_valid # true if z is valid
|
||||
bool v_xy_valid # true if vx and vy are valid
|
||||
bool v_z_valid # true if vz is valid
|
||||
|
||||
# Position in local NED frame
|
||||
float32 x # North position in NED earth-fixed frame, (metres)
|
||||
float32 y # East position in NED earth-fixed frame, (metres)
|
||||
float32 z # Down position (negative altitude) in NED earth-fixed frame, (metres)
|
||||
|
||||
# Position reset delta
|
||||
float32[2] delta_xy # Amount of lateral shift of position estimate in latest reset (in x and y) [m]
|
||||
uint8 xy_reset_counter # Index of latest lateral position estimate reset
|
||||
float32 delta_z # Amount of vertical shift of position estimate in latest reset [m]
|
||||
uint8 z_reset_counter # Index of latest vertical position estimate reset
|
||||
|
||||
# Velocity in NED frame
|
||||
float32 vx # North velocity in NED earth-fixed frame, (metres/sec)
|
||||
float32 vy # East velocity in NED earth-fixed frame, (metres/sec)
|
||||
float32 vz # Down velocity in NED earth-fixed frame, (metres/sec)
|
||||
float32 z_deriv # Down position time derivative in NED earth-fixed frame, (metres/sec)
|
||||
|
||||
# Velocity reset delta
|
||||
float32[2] delta_vxy # Amount of lateral shift of velocity estimate in latest reset (in x and y) [m/s]
|
||||
uint8 vxy_reset_counter # Index of latest vertical velocity estimate reset
|
||||
float32 delta_vz # Amount of vertical shift of velocity estimate in latest reset [m/s]
|
||||
uint8 vz_reset_counter # Index of latest vertical velocity estimate reset
|
||||
|
||||
# Acceleration in NED frame
|
||||
float32 ax # North velocity derivative in NED earth-fixed frame, (metres/sec^2)
|
||||
float32 ay # East velocity derivative in NED earth-fixed frame, (metres/sec^2)
|
||||
float32 az # Down velocity derivative in NED earth-fixed frame, (metres/sec^2)
|
||||
|
||||
float32 heading # Euler yaw angle transforming the tangent plane relative to NED earth-fixed frame, -PI..+PI, (radians)
|
||||
float32 heading_var
|
||||
float32 unaided_heading # Same as heading but generated by integrating corrected gyro data only
|
||||
float32 delta_heading # Heading delta caused by latest heading reset [rad]
|
||||
uint8 heading_reset_counter # Index of latest heading reset
|
||||
bool heading_good_for_control
|
||||
|
||||
float32 tilt_var
|
||||
|
||||
# Position of reference point (local NED frame origin) in global (GPS / WGS84) frame
|
||||
bool xy_global # true if position (x, y) has a valid global reference (ref_lat, ref_lon)
|
||||
bool z_global # true if z has a valid global reference (ref_alt)
|
||||
uint64 ref_timestamp # Time when reference position was set since system start, (microseconds)
|
||||
float64 ref_lat # Reference point latitude, (degrees)
|
||||
float64 ref_lon # Reference point longitude, (degrees)
|
||||
float32 ref_alt # Reference altitude AMSL, (metres)
|
||||
|
||||
# Distance to surface
|
||||
bool dist_bottom_valid # true if distance to bottom surface is valid
|
||||
float32 dist_bottom # Distance from from bottom surface to ground, (metres)
|
||||
float32 dist_bottom_var # terrain estimate variance (m^2)
|
||||
|
||||
float32 delta_dist_bottom # Amount of vertical shift of dist bottom estimate in latest reset [m]
|
||||
uint8 dist_bottom_reset_counter # Index of latest dist bottom estimate reset
|
||||
|
||||
uint8 dist_bottom_sensor_bitfield # bitfield indicating what type of sensor is used to estimate dist_bottom
|
||||
uint8 DIST_BOTTOM_SENSOR_NONE = 0
|
||||
uint8 DIST_BOTTOM_SENSOR_RANGE = 1 # (1 << 0) a range sensor is used to estimate dist_bottom field
|
||||
uint8 DIST_BOTTOM_SENSOR_FLOW = 2 # (1 << 1) a flow sensor is used to estimate dist_bottom field (mostly fixed-wing use case)
|
||||
|
||||
float32 eph # Standard deviation of horizontal position error, (metres)
|
||||
float32 epv # Standard deviation of vertical position error, (metres)
|
||||
float32 evh # Standard deviation of horizontal velocity error, (metres/sec)
|
||||
float32 evv # Standard deviation of vertical velocity error, (metres/sec)
|
||||
|
||||
bool dead_reckoning # True if this position is estimated through dead-reckoning
|
||||
|
||||
# estimator specified vehicle limits
|
||||
float32 vxy_max # maximum horizontal speed - set to 0 when limiting not required (meters/sec)
|
||||
float32 vz_max # maximum vertical speed - set to 0 when limiting not required (meters/sec)
|
||||
float32 hagl_min # minimum height above ground level - set to 0 when limiting not required (meters)
|
||||
float32 hagl_max # maximum height above ground level - set to 0 when limiting not required (meters)
|
||||
|
||||
# TOPICS vehicle_local_position vehicle_local_position_groundtruth external_ins_local_position
|
||||
# TOPICS estimator_local_position
|
||||
|
||||
```
|
||||
@@ -1,24 +1,34 @@
|
||||
# Wind (UORB message)
|
||||
|
||||
Wind estimate (from EKF2)
|
||||
|
||||
Contains the system-wide estimate of horizontal wind velocity and its variance.
|
||||
Published by the navigation filter (EKF2) for use by other flight modules and libraries.
|
||||
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/Wind.msg)
|
||||
[source file](https://github.com/PX4/PX4-Autopilot/blob/main/msg/versioned/Wind.msg)
|
||||
|
||||
```c
|
||||
uint64 timestamp # time since system start (microseconds)
|
||||
uint64 timestamp_sample # the timestamp of the raw data (microseconds)
|
||||
# Wind estimate (from EKF2)
|
||||
#
|
||||
# Contains the system-wide estimate of horizontal wind velocity and its variance.
|
||||
# Published by the navigation filter (EKF2) for use by other flight modules and libraries.
|
||||
|
||||
float32 windspeed_north # Wind component in north / X direction (m/sec)
|
||||
float32 windspeed_east # Wind component in east / Y direction (m/sec)
|
||||
uint32 MESSAGE_VERSION = 0
|
||||
|
||||
float32 variance_north # Wind estimate error variance in north / X direction (m/sec)**2 - set to zero (no uncertainty) if not estimated
|
||||
float32 variance_east # Wind estimate error variance in east / Y direction (m/sec)**2 - set to zero (no uncertainty) if not estimated
|
||||
uint64 timestamp # [us] Time since system start
|
||||
uint64 timestamp_sample # [us] Timestamp of the raw data
|
||||
|
||||
float32 tas_innov # True airspeed innovation
|
||||
float32 tas_innov_var # True airspeed innovation variance
|
||||
float32 windspeed_north # [m/s] Wind component in north / X direction
|
||||
float32 windspeed_east # [m/s] Wind component in east / Y direction
|
||||
|
||||
float32 beta_innov # Sideslip measurement innovation
|
||||
float32 beta_innov_var # Sideslip measurement innovation variance
|
||||
float32 variance_north # [(m/s)^2] [@invalid 0 if not estimated] Wind estimate error variance in north / X direction
|
||||
float32 variance_east # [(m/s)^2] [@invalid 0 if not estimated] Wind estimate error variance in east / Y direction
|
||||
|
||||
float32 tas_innov # [m/s] True airspeed innovation
|
||||
float32 tas_innov_var # [(m/s)^2] True airspeed innovation variance
|
||||
|
||||
float32 beta_innov # [rad] Sideslip measurement innovation
|
||||
float32 beta_innov_var # [rad^2] Sideslip measurement innovation variance
|
||||
|
||||
# TOPICS wind estimator_wind
|
||||
|
||||
|
||||
@@ -74,10 +74,11 @@ Graphs showing how these are used [can be found here](../middleware/uorb_graph.m
|
||||
- [VehicleRatesSetpoint](VehicleRatesSetpoint.md)
|
||||
- [VehicleStatus](VehicleStatus.md) — Encodes the system state of the vehicle published by commander
|
||||
- [VtolVehicleStatus](VtolVehicleStatus.md) — VEHICLE_VTOL_STATE, should match 1:1 MAVLinks's MAV_VTOL_STATE
|
||||
- [Wind](Wind.md) — Wind estimate (from EKF2)
|
||||
|
||||
## Unversioned Messages
|
||||
|
||||
- [ActionRequest](ActionRequest.md)
|
||||
- [ActionRequest](ActionRequest.md) — Action request for the vehicle's main state
|
||||
- [ActuatorArmed](ActuatorArmed.md)
|
||||
- [ActuatorControlsStatus](ActuatorControlsStatus.md)
|
||||
- [ActuatorOutputs](ActuatorOutputs.md)
|
||||
@@ -85,7 +86,7 @@ Graphs showing how these are used [can be found here](../middleware/uorb_graph.m
|
||||
- [ActuatorTest](ActuatorTest.md)
|
||||
- [AdcReport](AdcReport.md)
|
||||
- [Airspeed](Airspeed.md) — Airspeed data from sensors
|
||||
- [AirspeedWind](AirspeedWind.md)
|
||||
- [AirspeedWind](AirspeedWind.md) — Wind estimate (from airspeed_selector)
|
||||
- [AutotuneAttitudeControlStatus](AutotuneAttitudeControlStatus.md)
|
||||
- [BatteryInfo](BatteryInfo.md) — Battery information
|
||||
- [ButtonEvent](ButtonEvent.md)
|
||||
@@ -187,6 +188,7 @@ Graphs showing how these are used [can be found here](../middleware/uorb_graph.m
|
||||
- [NavigatorMissionItem](NavigatorMissionItem.md)
|
||||
- [NavigatorStatus](NavigatorStatus.md) — Current status of a Navigator mode
|
||||
The possible values of nav_state are defined in the VehicleStatus msg.
|
||||
- [NeuralControl](NeuralControl.md) — Neural control
|
||||
- [NormalizedUnsignedSetpoint](NormalizedUnsignedSetpoint.md)
|
||||
- [ObstacleDistance](ObstacleDistance.md) — Obstacle distances in front of the sensor.
|
||||
- [OffboardControlMode](OffboardControlMode.md) — Off-board control mode
|
||||
@@ -296,7 +298,6 @@ Graphs showing how these are used [can be found here](../middleware/uorb_graph.m
|
||||
- [VehicleTorqueSetpoint](VehicleTorqueSetpoint.md)
|
||||
- [VelocityLimits](VelocityLimits.md) — Velocity and yaw rate limits for a multicopter position slow mode only
|
||||
- [WheelEncoders](WheelEncoders.md)
|
||||
- [Wind](Wind.md)
|
||||
- [YawEstimatorStatus](YawEstimatorStatus.md)
|
||||
- [AirspeedValidatedV0](AirspeedValidatedV0.md)
|
||||
- [ArmingCheckReplyV0](ArmingCheckReplyV0.md)
|
||||
@@ -305,4 +306,6 @@ Graphs showing how these are used [can be found here](../middleware/uorb_graph.m
|
||||
Events interface
|
||||
- [HomePositionV0](HomePositionV0.md) — GPS home position in WGS84 coordinates.
|
||||
- [VehicleAttitudeSetpointV0](VehicleAttitudeSetpointV0.md)
|
||||
- [VehicleLocalPositionV0](VehicleLocalPositionV0.md) — Fused local position in NED.
|
||||
The coordinate system origin is the vehicle position at the time when the EKF2-module was started.
|
||||
- [VehicleStatusV0](VehicleStatusV0.md) — Encodes the system state of the vehicle published by commander
|
||||
|
||||
Reference in New Issue
Block a user