Section | Message | Description |
---|---|---|

actor_group | ActorGroupProto | A message to request creation and destruction of actors in simulator |

actuator_group | ActuatorGroupProto | A message used to send actuator commands to hardware (or simulated hardware) |

alice | LogMessageProto | Header for logging messages |

MessageChannelIndexProto | An index containing all message channels in a log | |

MessageHeaderProto | A message header which is sent together with the actual message. It allows the remote to forward the message to the correct receiver and it also provides timing information based on the transmitter clock. | |

PoseTreeEdgeProto | Information about the pose releation between two coordinate frames. | |

UdpPackageHeaderProto | A small header for every package we send over a UDP socket. It allows the remote to reassemble the message | |

audio_data | AudioDataProto | Message containing input to the audio playback module |

audio_file_playback | AudioFilePlaybackProto | Notifies the audio file loader module the file to play |

camera | ColorCameraProto | An image published by a color (or greyscale) camera |

DepthCameraProto | Depth information for an image | |

DisparityCameraProto | Disparity information for an image | |

DistortionProto | Distortion parameters for a camera image | |

PinholeProto | Pinhole camera model parameters | |

SegmentationCameraProto | Pixel-wise class label and instance segmentations for an image | |

chat_message | ChatMessageProto | A chat message |

collision | CollisionProto | A collision event information |

detections | ConfusionMatrixProto | A message to contain the evaluation results of an object detection algorithm. Contains the confusion matrices for the classes in a dataset accumulated over a certain number of images in the dataset. |

Detections2Proto | A message containing detections made by sensor(s), in the 2D image space Each detection has a bounding box and/or 2D pose, label, and confidence | |

Detections3Proto | A message containing detections made by sensor(s), in the 3D space Each detection has a 3D pose, label, and confidence | |

PredictionProto | A prediction gives a class name with a confidence level from 0 to 1 | |

Skeleton2ListProto | Defines a list of Skeleton2Proto messages. | |

Skeleton2Proto | Defines a skeleton with 2D joint locations. Used for example to describe a human skeleton detected on an image. | |

differential_base | DifferentialState | Describes how an entity is moving through space in a local diverging coordinate frame. |

DifferentialTrajectoryPlanProto | A trajectory plan for a differential base consisting of a sequence of states | |

Goal2FeedbackProto | A status update which is sent continously as a reply to receiving a goal message. This can be used to keep track if the robot has arrived at the destination. | |

Goal2Proto | Describe a goal in a given referential frame | |

GoalWaypointProto | A desired target waypoint | |

Odometry2Proto | Describes how an entity is moving through space in a local diverging coordinate frame. | |

Plan2Proto | Describes a plan in a given referential frame. | |

dynamixel_motors | DynamixelMotorsProto | Commands commands for a set of dynamixel motors running for example as a dasy chain. |

fiducial_list | FiducialListProto | A list of detected ficucials |

FiducialProto | A fiducial is an object placed in the field of view of an imaging system for use as a point of reference or a measure | |

flatscan | FlatscanProto | A 2D range scan which is essentially a flat version of the 3D RangeScanProto |

geometry | GroundPlaneProto | (deprecated) A message describing the location of the ground. |

PlaneProto | A plane in three-dimensional space | |

RectangleProto | A rectangle using 64-bit doubles | |

graph | GraphProto | A general graph |

heatmap | HeatmapProto | Describes the heatmap of probabilities for different units |

imu | ImuProto | Message published by an inertial measurement unit (IMU) |

joystick_state | JoystickStateProto | Messages published from a gamepad controller. |

json | JsonProto | A proto transporting a JSON string encoded as a string |

led_strip | LedStripProto | A message to describe a desired state of a LED display strip |

map | LatticeProto | The information of a lattice coordinate system: it contains the name of frame registered in the PoseTree and the size of the cells. |

marker_list | MarkerListProto | Representation of raw marker info tracked by a motion capture system |

math | Matrix3dProto | A matrix with dimensions 3x3 using 64-bit floating points |

Pose2MeanAndCovariance | A type containing mean and covariance for a Pose2 | |

Pose2Samples | A list of samples of type Pose2 | |

Pose2dProto | A pose for 2-dimensional space with rotation and translation using 64-bit doubles | |

Pose2fProto | A pose for 2-dimensional space with rotation and translation using 32-bit floats | |

Pose3dProto | A pose for 3-dimensional space with rotation and translation using 64-bit doubles | |

Pose3fProto | A pose for 3-dimensional space with rotation and translation using 32-bit floats | |

QuaterniondProto | A quaternion using 64-bit doubles for example to represent rotations | |

QuaternionfProto | A quaternion using 32-bit floats for example to represent rotations | |

SO2dProto | A rotation in 2-dimensional Euclidean space using 64-bit doubles | |

SO2fProto | A rotation in 2-dimensional Euclidean space using 32-bit floats | |

SO3dProto | A rotation in 3-dimensional Euclidean space using 64-bit doubles | |

SO3fProto | A rotation in 3-dimensional Euclidean space using 32-bit floats | |

Vector2dProto | A 2-dimensional vector using 64-bit doubles | |

Vector2fProto | A 2-dimensional vector using 32-bit floats | |

Vector2iProto | A 2-dimensional vector using 32-bit integers | |

Vector3dProto | A 3-dimensional vector using 64-bit doubles | |

Vector3fProto | A 3-dimensional vector using 32-bit floats | |

Vector3iProto | A 3-dimensional vector using 32-bit integers | |

Vector3ubProto | A 3-dimensional vector using unsigned 8-bit integers | |

Vector4dProto | A 4-dimensional vector using 64-bit doubles | |

Vector4fProto | A 4-dimensional vector using 32-bit floats | |

Vector4iProto | A 4-dimensional vector using 32-bit integers | |

Vector5dProto | A 5-dimensional vector using 64-bit doubles | |

Vector5fProto | A 5-dimensional vector using 32-bit floats | |

Vector5iProto | A 5-dimensional vector using 32-bit integers | |

obstacles | ObstaclesProto | A message containing all obstacles around the robot |

ping | PingProto | A generic message to ping another node with a private message. |

point_cloud | PointCloudProto | A message containing information about a set of points , also called “point cloud”. Points can have various attributes. This message provides the position of the point in 3D space, a normal, a color and an intensity. Point attributes are each stored as NxM tensors. N is the number points which has to be identical for all attributes or 0. M is the dimension of the corresponding attribute. |

pose_tree | PoseTreeProto | Pose tree/kinematic tree: hierarchicial kinematic representation |

pwm_channel_set | PwmChannelSetDutyCycleProto | Set a duty cycle for a given PWM channel |

PwmChannelSetPulseLengthProto | Set a pulse length for a given PWM channel | |

range_scan | RangeScanProto | A message about laser range scans published for example from a LIDAR sensor The message does not have to capture a full 360 degree scan, as most sensors publish partial slices at high frequency instead of waiting to complete a full scan. |

rigid_body_3_group | RigidBody3GroupProto | A list of rigid bodies in a certain coordinate frame |

RigidBody3Proto | A rigid body in 3D | |

robot_state | RobotStateProto | The robot state at that particular instance of time. The proto stores the current position and angle, as well as the difference between the previous values of the states (position and angle). Also contains the current linear and angular speed, obtained from odometry input |

segmentation_prediction | SegmentationPredictionProto | Segmentation prediction proto stores the probability distribution over classes for each pixel in a three dimensional tensor. The probability will add up to one for each pixel. |

state | StateProto | A message used to transport states of dynamic systems. This is used closely together with the state gem to be found in //engine/gems/state. For example you can define the robot state using the compile-time types defined in that gem, and then serialize that state into a message. The receiver of that message can deserialize the state back into the compile-time robot state type. |

superpixels | SuperpixelLabelsProto | Labels for superpixels. Assigns a label to every superpixel in a related SuperpixelsProto |

SuperpixelsProto | A superpixel oversegmentation for an image. This is useful for various image segmentation methods or perception algorithms in general. # Each pixel in the image is assigned to a superpixel. For each superpixel information like the pixel coordinate or the color are reported. Optionally also 3D data like point and normal are reported. | |

trajectory | Vector3TrajectoryListProto | A list of trajectories with three dimensions. For example, one might consider the multiple trajectories for given bodies. |

Vector3TrajectoryProto | A trajectory with three dimensions. The trajectory is composed of a time series of positions in reference to a given frame. For example, one might consider the trajectory of a moving target. Note: The timestamps may be omitted, in which case the trajectory is equivalent to a path. | |

uuid | UuidProto | A unique identifier following the UUID specifications |

voice_command_detection | VoiceCommandDetectionProto | Message containing detected command id and list of timestamps of contributing keywords |

## actor_group

### ActorGroupProto

```
```*# A message to request creation and destruction of actors in simulator*
struct ActorGroupProto {
*# A request to spawn a new actor*
struct SpawnRequest {
*# The name given to the spawned actor. This name does not need to be unique. If multiple spawned*
*# actors have the same name, the subsequent requests apply to all of them.*
name @0: Text;
*# The object template the spawned actor is instantiated from (e.g. a prefab name in Unity)*
prefab @1: Text;
*# The pose to set the spawned actor (in the simulator's reference frame)*
pose @2: Pose3dProto;
}
*# List of spawn requests*
spawnRequests @0: List(SpawnRequest);
*# List of names of actors to destroy.*
destroyRequests @1: List(Text);
}

## actuator_group

### ActuatorGroupProto

```
```*# A message used to send actuator commands to hardware (or simulated hardware)*
struct ActuatorGroupProto {
*# The semantic meaning of the value*
*# Represents angular/linear values depending on the joint type*
enum Semantics {
position @0;
speed @1;
acceleration @2;
force @3;
}
*# A commanded property*
struct Value {
semantics @0: Semantics;
*# the actual control or state value*
scalar @1: Float32;
}
*# Just holds a list of commands per actuator*
struct CommandList {
commands @0: List(Value);
}
*# Desired commands per actuators*
actuators @0: List(CommandList);
*# (optional) names of actuators*
names @1: List(Text);
}

## alice

### LogMessageProto

```
```*# Header for logging messages*
struct LogMessageProto {
acqtime @0: Int64;
pubtime @1: Int64;
contentsUuid @2: UuidProto;
}

### MessageChannelIndexProto

```
```*# An index containing all message channels in a log*
struct MessageChannelIndexProto {
struct MessageChannel {
*# UUID of the app component*
componentUuid @0: UuidProto;
*# Tag of the message channel (as specified in ISAAC_PROTO_TX)*
tag @1: Text;
*# Series UUID under which messages are stored in the log*
seriesUuid @2: UuidProto;
}
channels @0: List(MessageChannel);
}

### MessageHeaderProto

```
```*# A message header which is sent together with the actual message.*
*# It allows the remote to forward the message to the correct receiver and it also provides timing*
*# information based on the transmitter clock.*
struct MessageHeaderProto {
*# Uniquely identifies a message across all systems*
uuid @0: UuidProto;
*# Uniquely identifies a proto type across all systems*
proto @1: Int64;
*# A channel identifier which is used to route messages*
channel @2: Text;
*# A (local) timestamp in nanoseconds which describes when data relevant for this message was*
*# aquired by the hardware.*
acqtime @3: Int64;
*# A (local) timestamp in nanoseconds which describes when the message was published.*
pubtime @4: Int64;
*# Total length (in bytes) of message header and message payload*
messageLength @5: UInt32;
*# Lengths (in bytes) of proto segments*
segmentLengths @6: List(UInt32);
}

### PoseTreeEdgeProto

```
```*# Information about the pose releation between two coordinate frames.*
struct PoseTreeEdgeProto {
*# Name of "left" frame, i.e. `lhs` for a pose `lhs_T_rhs`*
lhs @0: Text;
*# Name of "right" frame, i.e. `rhs` for a pose `lhs_T_rhs`*
rhs @1: Text;
*# The pose between the two frames using the orientation `lhs_T_rhs`*
pose @2: Pose3dProto;
}

### UdpPackageHeaderProto

```
```*# A small header for every package we send over a UDP socket.*
*# It allows the remote to reassemble the message*
struct UdpPackageHeaderProto {
*# Uniquely identifies a message across all systems*
uuid @0: UuidProto;
*# The total length of the message (header plus message payload) in bytes*
messageLength @1: UInt32;
*# The index of this package (assuming a fixed package size). The message header is always a*
*# single package which comes first.*
packageIndex @2: UInt16;
}

## audio_data

### AudioDataProto

```
```*# Message containing input to the audio playback module*
struct AudioDataProto {
*# Audio Sample Rate (eg. 44100, 48000, 96000, 192000)*
sampleRate @0: UInt32;
*# Number of channels in the Audio packet*
numChannels @1: UInt8;
}

## audio_file_playback

### AudioFilePlaybackProto

```
```*# Notifies the audio file loader module the file to play*
struct AudioFilePlaybackProto {
*# File index*
fileIndex @0: UInt8;
}

## camera

### ColorCameraProto

```
```*# An image published by a color (or greyscale) camera*
struct ColorCameraProto {
*# Actual image captured by the camera. The pixel type depends on the type of camera. Most commonly*
*# it could be a single 8-bit integer for a greyscale camera, or a three 8-bit integers for a*
*# color camera.*
image @0: ImageProto;
*# The choices available for color space*
enum ColorSpace {
greyscale @0;
rgb @1;
bgr @2;
yuv @3;
rgba @4;
}
*# Color space used by the image*
colorSpace @1: ColorSpace;
*# Intrinsic camera parameters*
pinhole @2: PinholeProto;
distortion @3: DistortionProto;
}

### DepthCameraProto

```
```*# Depth information for an image*
struct DepthCameraProto {
*# A depth value for every pixel in the image. The pixel type is a single 32-bit float.*
depthImage @0: ImageProto;
*# The minimum and maximum depth used*
minDepth @1: Float32;
maxDepth @2: Float32;
*# Intrinsic camera parameters*
pinhole @3: PinholeProto;
}

### DisparityCameraProto

```
```*# Disparity information for an image*
struct DisparityCameraProto {
*# A disparity value for every pixel in the image. The pixel type is a single 32-bit float.*
disparityImage @0: ImageProto;
*# The minimum value that a pixel could be in the disparityImage.*
*# This should be greater than zero so that a maximum depth can be computed.*
minimumDisparity @1: Float32;
*# The maximum value that a pixel could be in the disparityImage.*
maximumDisparity @2: Float32;
*# The distance between the two stereo cameras (in meters).*
cameraBaseline @3: Float32;
*# Intrinsic camera parameters*
pinhole @4: PinholeProto;
}

### DistortionProto

```
```*# Distortion parameters for a camera image*
struct DistortionProto {
*# The choices available for the distortion model*
enum DistortionModel {
*# Brown distortion model with 3 radial and 2 tangential distortion*
*# coefficients: (r0 r1 r2 t0 t1)*
brown @0;
*# Fisheye (wide-angle) distortion. 4 radial (r0, r1, r2, r3) distortion coefficients*
fisheye @1;
}
*# Distortion model and coefficients*
model @0: DistortionModel;
coefficients @1: Vector5fProto;
}

### PinholeProto

```
```*# Pinhole camera model parameters*
struct PinholeProto {
*# Resolution of the camera*
rows @0: Int16;
cols @1: Int16;
*# Focal length of the camera in pixel (0: row, 1: col)*
focal @2: Vector2dProto;
*# Optical center of the camera in pixel (0: row, 1: col)*
center @3: Vector2dProto;
}

### SegmentationCameraProto

```
```*# Pixel-wise class label and instance segmentations for an image*
struct SegmentationCameraProto {
*# A image which stores a class label for every pixel. The pixel type is a single unsigned 8-bit*
*# integer.*
labelImage @0: ImageProto;
*# A label used to enumerate all labels in the `labels` field below*
struct Label {
*# The integer value stored in the `labelImage`*
index @0: UInt8;
*# The name of the label*
name @1: Text;
}
*# List of all labels used in labelImage*
labels @1: List(Label);
*# A image which stores an instance index for every pixel. Different objects with the same*
*# label will get different instance indices. The pixel type is a single unsigned 16-bit integer.*
instanceImage @2: ImageProto;
*# Intrinsic camera parameters*
pinhole @3: PinholeProto;
}

## chat_message

### ChatMessageProto

```
```*# A chat message*
struct ChatMessageProto {
*# The user name of the sender*
user @0: Text;
*# A channel on which the message was posted*
channel @1: Text;
*# The text sent by the user*
text @2: Text;
}

## collision

### CollisionProto

```
```*# A collision event information*
struct CollisionProto {
*# The name of this collider*
thisName @0: Text;
*# The name of the other collider*
otherName @1: Text;
*# The pose of this collider with respect to its reference coordinate frame*
thisPose @2: Pose3dProto;
*# The pose of the other collider with respect to the same reference coordinate frame*
otherPose @3: Pose3dProto;
*# contact point of the collision in the reference coordinate frame*
contactPoint @4: Vector3dProto;
*# normal of the contact point in the reference coordinate frame*
contactNormal @5: Vector3dProto;
*# The relative linear velocity between the two colliding objects in the reference coordinate frame*
velocity @6: Vector3dProto;
}

## detections

### ConfusionMatrixProto

```
```*# A message to contain the evaluation results of an object detection algorithm. Contains the*
*# confusion matrices for the classes in a dataset accumulated over a certain number of images in*
*# the dataset.*
struct ConfusionMatrixProto {
*# Number of samples these metrics were accumulated over. If 1, then the confusion matrices hold*
*# the results for a single sample. If greater than 1, then the counts that are contained in the*
*# confusion matrices are summed over accumulated samples.*
numSamples @0: Int64;
*# List of threshold values used to compute the metrics for each class. Each threshold*
*# corresponds to one confusion matrix in the confusionMatrices Tensor.*
*# The metric on which the threshold is applied is dependent on the task. In case of object*
*# detection, the threshold is typically applied for the IoU (Intersection over Union) score*
*# between two bounding boxes.*
thresholds @1: List(Float64);
*# Tensor with dimensions (actual class * predicted class * IoU), where a slice of the tensor*
*# across a single IoU is a confusion matrix. (See https://en.wikipedia.org/wiki/Confusion_matrix)*
*# Each confusion matrix is calculated using the corresponding IoU threshold, which determines the*
*# tolerance to bounding box error. A lower IoU corresponds to greater tolerance to bbox error.*
confusionMatrices @2: TensorProto;
}

### Detections2Proto

```
```*# A message containing detections made by sensor(s), in the 2D image space*
*# Each detection has a bounding box and/or 2D pose, label, and confidence*
struct Detections2Proto {
*# List of predictions made*
predictions @0: List(PredictionProto);
*# List of 2D bounding boxes where we detected objects*
boundingBoxes @1: List(RectangleProto);
*# List of 2D poses of objects detected. Optional field.*
poses @2: List(Pose2dProto);
}

### Detections3Proto

```
```*# A message containing detections made by sensor(s), in the 3D space*
*# Each detection has a 3D pose, label, and confidence*
struct Detections3Proto {
*# List of predictions made*
predictions @0: List(PredictionProto);
*# List of 3D poses of objects detected relative to the sensor frame*
poses @1: List(Pose3dProto);
}

### PredictionProto

```
```*# A prediction gives a class name with a confidence level from 0 to 1*
struct PredictionProto {
*# Name or label for the detection*
label @0: Text;
*# A general value to indicate how confident we are about the detection.*
*# This could for example be provided by a perception algorithm like a*
*# neural network bounding box detector.*
confidence @1: Float64;
}

### Skeleton2ListProto

```
```*# Defines a list of Skeleton2Proto messages.*
struct Skeleton2ListProto {
*# List of skeleton models*
skeletons @0: List(Skeleton2Proto);
}

### Skeleton2Proto

```
```*# Defines a skeleton with 2D joint locations. Used for example to describe*
*# a human skeleton detected on an image.*
struct Skeleton2Proto {
*# A graph defining the topology of the skeleton.*
graph @0: GraphProto;
*# Information about a joint in the skeleton*
struct Joint2Proto {
*# Location of the joint, for example image pixel coordinates.*
position @0: Vector2dProto;
*# A label and confidence, describing the prediction of the joint*
label @1: PredictionProto;
}
*# Detailed information for every joint in the skeleton. The number of*
*# joints must be identical to the number of nodes in the graph.*
joints @1: List(Joint2Proto);
*# A label and confidence, describing the prediction of the skeleton*
label @2: PredictionProto;
}

## differential_base

### DifferentialState

```
```*# Describes how an entity is moving through space in a local diverging coordinate frame.*
struct DifferentialState {
positionX @0: Float64;
positionY @1: Float64;
heading @2: Float64;
speedX @3: Float64;
speedY @4: Float64;
angularSpeed @5: Float64;
timestamp @6: Float64;
}

### DifferentialTrajectoryPlanProto

```
```*# A trajectory plan for a differential base consisting of a sequence of states*
struct DifferentialTrajectoryPlanProto {
*# List of states the robot will need to be.*
states @0: List(DifferentialState);
*# name of the frame the plan is*
planFrame @1: Text;
}

### Goal2FeedbackProto

```
```*# A status update which is sent continously as a reply to receiving a goal message. This can be*
*# used to keep track if the robot has arrived at the destination.*
struct Goal2FeedbackProto {
*# Remaining relative pose to the goal, or identity in case hasGoal is false.*
robotTGoal @0: Pose2dProto;
*# Whether the robot currently has a goal*
hasGoal @1: Bool;
*# Whether the robot considers himself to be arrived at the target*
hasArrived @2: Bool;
*# Whether the robot considers himself to not move anymore*
isStationary @3: Bool;
}

### Goal2Proto

```
```*# Describe a goal in a given referential frame*
struct Goal2Proto {
*# The goal expressed in Pose2*
goal @0: Pose2dProto;
*# the tolerance radius of the goal.*
tolerance @1: Float32;
*# name of the frame the goal is.*
goalFrame @2: Text;
*# Whether or not we should stop the robot. If set to true all the other parameters will be ingored*
stopRobot @3: Bool;
}

### GoalWaypointProto

```
```*# A desired target waypoint*
struct GoalWaypointProto {
*# the name of the waypoint*
waypoint @0: Text;
}

### Odometry2Proto

```
```*# Describes how an entity is moving through space in a local diverging coordinate frame.*
struct Odometry2Proto {
*# The pose of the "robot" relative to the reference odometric frame*
odomTRobot @0: Pose2dProto;
speed @1: Vector2dProto;
angularSpeed @2: Float64;
acceleration @3: Vector2dProto;
*# Contains the name of the odometry frame and the robot frame.*
odometryFrame @4: Text;
robotFrame @5: Text;
}

### Plan2Proto

```
```*# Describes a plan in a given referential frame.*
struct Plan2Proto {
*# List of poses the robot need to go through*
poses @0: List(Pose2dProto);
*# name of the frame the plan is.*
planFrame @1: Text;
}

## dynamixel_motors

### DynamixelMotorsProto

```
```*# Commands commands for a set of dynamixel motors running for example as a dasy chain.*
struct DynamixelMotorsProto {
*# Motor protos*
struct MotorProto {
*# Motor ID*
id @0: Int64;
*# Current position*
position @1: Int16;
*# Tick in milliseconds since startup*
tick @2: Int64;
*# Is the servo moving*
moving @3: Bool;
}
*# A single command per motor*
motors @0: List(MotorProto);
}

## element_type

## fiducial_list

### FiducialListProto

```
```*# A list of detected ficucials*
struct FiducialListProto {
fiducialList @0: List(FiducialProto);
}

### FiducialProto

```
```*# A fiducial is an object placed in the field of view*
*# of an imaging system for use as a point of reference or a measure*
struct FiducialProto {
*# A fiducial can be of type (April Tag, QRCode, Barcode or ARTag)*
enum Type {
apriltag @0;
qrcode @1;
barcode @2;
artag @3;
}
*# Enum to identify the type of fiducial represented by the*
*# proto instance*
type @0: Type;
*# Text field that identifies the ID of the fiducial*
*# For April Tag, the id is of the format <TagFamily_ID>*
*# Ex. If the decoded tag ID is 14 and belongs to TagFamily tag36h11,*
*# The id is tag36h11_14*
id @1: Text;
*# 3D pose of the detected tag from the camera coordinates,*
*# consisting of orientation (quaternion) and translation*
*# Camera coordinate (X - right, Y - down, Z - outward)*
*# Tag coordinate (X - right, Y - down, Z - opposite to tag face direction)*
*# Tag coordinates are centered at tag's upper-left corner*
*# ie. Pose has identity quaternion and zero translation, when tag is facing the camera and it's*
*# upper-left corner is centered at the camera center*
cameraTTag @2: Pose3dProto;
*# Optional list of keypoints of the detected fiducial, in image space*
keypoints @3: List(Vector2dProto);
}

## flatscan

### FlatscanProto

```
```*# A 2D range scan which is essentially a flat version of the 3D RangeScanProto*
struct FlatscanProto {
*# Angles (in radians) under which rays are shot*
angles @0: List(Float32);
*# Return distance of the ray*
ranges @1: List(Float32);
*# Beams with a range smaller than or equal to this distance are considered to have returned an*
*# invalid measurement.*
invalidRangeThreshold @2: Float64;
*# Beams with a range larger than or equal to this distance are considered to not have hit an*
*# obstacle within the maximum possible range of the sensor.*
outOfRangeThreshold @3: Float64;
*# Return the visibility of a given ray (the longest valid distance of a beams in this direction)*
*# This field is optional, however if it is set, it must have the same size as ranges and angles.*
visibilities @4: List(Float32);
}

## geometry

### GroundPlaneProto

```
```*# (deprecated) A message describing the location of the ground.*
struct GroundPlaneProto {
*# The ground plane.*
plane @0: PlaneProto;
}

### PlaneProto

```
```*# A plane in three-dimensional space*
struct PlaneProto {
normal @0: Vector3dProto;
offset @1: Float64;
}

### RectangleProto

```
```*# A rectangle using 64-bit doubles*
struct RectangleProto {
*# (x, y) values of the lower left corner of the rectangle*
min @0: Vector2dProto;
*# (x, y) values of the upper right corner of the rectangle*
max @1: Vector2dProto;
}

## graph

### GraphProto

```
```*# A general graph*
struct GraphProto {
*# The number of nodes in the graph. Indices in the list of edges will*
*# always be smaller than this number.*
nodeCount @0: Int32;
*# An edge in the graph connects two nodes.*
struct EdgeProto {
source @0: Int32;
target @1: Int32;
}
*# The edges of the graph.*
edges @1: List(EdgeProto);
}

## heatmap

### HeatmapProto

```
```*# Describes the heatmap of probabilities for different units*
struct HeatmapProto {
*# Probability for each cell of the grid*
heatmap @0: ImageProto;
*# Name of the frame of the map (as registered in the PoseTree)*
frameName @1: Text;
*# Size of a pixel in meters*
gridCellSize @2: Float32;
}

## image

## imu

### ImuProto

```
```*# Message published by an inertial measurement unit (IMU)*
struct ImuProto {
*# The linear acceleration of the body frame along the primary axes*
linearAccelerationX @0: Float32;
linearAccelerationY @1: Float32;
linearAccelerationZ @2: Float32;
*# The angular velocity of the body frame around the primary axes*
angularVelocityX @3: Float32;
angularVelocityY @4: Float32;
angularVelocityZ @5: Float32;
*# Optional angles as integrated by a potential internal estimator*
angleYaw @6: Float32;
anglePitch @7: Float32;
angleRoll @8: Float32;
}

## joystick_state

### JoystickStateProto

```
```*# Messages published from a gamepad controller.*
struct JoystickStateProto {
*# State of gamepad axes*
axes @0: List(Vector2dProto);
*# State of gamepad buttons*
buttons @1: List(Bool);
}

## json

### JsonProto

```
```*# A proto transporting a JSON string encoded as a string*
struct JsonProto {
*# The serialized JSON object*
serialized @0: Text;
}

## led_strip

### LedStripProto

```
```*# A message to describe a desired state of a LED display strip*
struct LedStripProto {
*# Light strip status. If false, the LED strip is powered off.*
*# If true, the LED strip displays the pattern and color*
*# defined by the following parameters of this message.*
enabled @0: Bool;
*# Color to display, in RGB format*
color @1: Vector3ubProto;
*# Number of LEDs to skip when displaying this color. The remaining*
*# LEDs will be unchanged.*
skip @2: Int32;
*# If a skip value is defined, the offset is the index of LED to start*
*# the skip pattern. i.e. To set every other LED*
*# starting from the third LED use skip = 2, offset = 3*
offset @3: Int32;
}

## map

### LatticeProto

```
```*# The information of a lattice coordinate system: it contains the name of frame registered in the*
*# PoseTree and the size of the cells.*
struct LatticeProto {
*# The name of frame as registered in the PoseTree*
frame @0: Text;
*# The size of a grid cell in meters*
cellSize @1: Float64;
*# The dimensions of the lattice grid.*
dimensions @2: Vector2iProto;
}

## marker_list

### MarkerListProto

```
```*# Representation of raw marker info tracked by a motion capture system*
struct MarkerListProto {
*# List of markers*
markers @0: List(Marker);
*# A motion captured marker*
struct Marker {
*# Marker name or label, if labeled in mocap system*
name @0: Text;
*# Name of node that this marker belongs to, if any*
*# If unlabeled, parent is scene root*
parent @1: Text;
*# Translation of marker relative to the global origin*
worldTMarker @2: Vector3dProto;
*# True if marker is occluded in current frame, false otherwise*
occluded @3: Bool;
}
}

## math

### Matrix3dProto

```
```*# A matrix with dimensions 3x3 using 64-bit floating points*
struct Matrix3dProto {
row1 @0: Vector3dProto;
row2 @1: Vector3dProto;
row3 @2: Vector3dProto;
}

### Pose2MeanAndCovariance

```
```*# A type containing mean and covariance for a Pose2*
struct Pose2MeanAndCovariance {
*# The mean of the distribution*
mean @0: Pose2dProto;
*# The covariance of the distribution in the reference frame of the mean.*
covariance @1: Matrix3dProto;
}

### Pose2Samples

```
```*# A list of samples of type Pose2*
struct Pose2Samples {
*# The state for every sample*
states @0: List(Pose2dProto);
*# A weight for every sample. Optional and default is equal weighting.*
weights @1: List(Float64);
}

### Pose2dProto

```
```*# A pose for 2-dimensional space with rotation and translation using 64-bit doubles*
struct Pose2dProto {
rotation @0: SO2dProto;
translation @1: Vector2dProto;
}

### Pose2fProto

```
```*# A pose for 2-dimensional space with rotation and translation using 32-bit floats*
struct Pose2fProto {
rotation @0: SO2fProto;
translation @1: Vector2fProto;
}

### Pose3dProto

```
```*# A pose for 3-dimensional space with rotation and translation using 64-bit doubles*
struct Pose3dProto {
rotation @0: SO3dProto;
translation @1: Vector3dProto;
}

### Pose3fProto

```
```*# A pose for 3-dimensional space with rotation and translation using 32-bit floats*
struct Pose3fProto {
rotation @0: SO3fProto;
translation @1: Vector3fProto;
}

### QuaterniondProto

```
```*# A quaternion using 64-bit doubles for example to represent rotations*
struct QuaterniondProto {
w @0: Float64;
x @1: Float64;
y @2: Float64;
z @3: Float64;
}

### QuaternionfProto

```
```*# A quaternion using 32-bit floats for example to represent rotations*
struct QuaternionfProto {
w @0: Float32;
x @1: Float32;
y @2: Float32;
z @3: Float32;
}

### SO2dProto

```
```*# A rotation in 2-dimensional Euclidean space using 64-bit doubles*
struct SO2dProto {
*# unit complex number (cos(a), sin(a)) for rotation angle a*
q @0: Vector2dProto;
}

### SO2fProto

```
```*# A rotation in 2-dimensional Euclidean space using 32-bit floats*
struct SO2fProto {
*# unit complex number (cos(a), sin(a)) for rotation angle a*
q @0: Vector2fProto;
}

### SO3dProto

```
```*# A rotation in 3-dimensional Euclidean space using 64-bit doubles*
struct SO3dProto {
*# a normalized quaternion*
q @0: QuaterniondProto;
}

### SO3fProto

```
```*# A rotation in 3-dimensional Euclidean space using 32-bit floats*
struct SO3fProto {
*# a normalized quaternion*
q @0: QuaternionfProto;
}

### Vector2dProto

```
```*# A 2-dimensional vector using 64-bit doubles*
struct Vector2dProto {
x @0: Float64;
y @1: Float64;
}

### Vector2fProto

```
```*# A 2-dimensional vector using 32-bit floats*
struct Vector2fProto {
x @0: Float32;
y @1: Float32;
}

### Vector2iProto

```
```*# A 2-dimensional vector using 32-bit integers*
struct Vector2iProto {
x @0: Int32;
y @1: Int32;
}

### Vector3dProto

```
```*# A 3-dimensional vector using 64-bit doubles*
struct Vector3dProto {
x @0: Float64;
y @1: Float64;
z @2: Float64;
}

### Vector3fProto

```
```*# A 3-dimensional vector using 32-bit floats*
struct Vector3fProto {
x @0: Float32;
y @1: Float32;
z @2: Float32;
}

### Vector3iProto

```
```*# A 3-dimensional vector using 32-bit integers*
struct Vector3iProto {
x @0: Int32;
y @1: Int32;
z @2: Int32;
}

### Vector3ubProto

```
```*# A 3-dimensional vector using unsigned 8-bit integers*
struct Vector3ubProto {
x @0: UInt8;
y @1: UInt8;
z @2: UInt8;
}

### Vector4dProto

```
```*# A 4-dimensional vector using 64-bit doubles*
struct Vector4dProto {
x @0: Float64;
y @1: Float64;
z @2: Float64;
w @3: Float64;
}

### Vector4fProto

```
```*# A 4-dimensional vector using 32-bit floats*
struct Vector4fProto {
x @0: Float32;
y @1: Float32;
z @2: Float32;
w @3: Float32;
}

### Vector4iProto

```
```*# A 4-dimensional vector using 32-bit integers*
struct Vector4iProto {
x @0: Int32;
y @1: Int32;
z @2: Int32;
w @3: Int32;
}

### Vector5dProto

```
```*# A 5-dimensional vector using 64-bit doubles*
struct Vector5dProto {
x @0: Float64;
y @1: Float64;
z @2: Float64;
w @3: Float64;
v @4: Float64;
}

### Vector5fProto

```
```*# A 5-dimensional vector using 32-bit floats*
struct Vector5fProto {
x @0: Float32;
y @1: Float32;
z @2: Float32;
w @3: Float32;
v @4: Float32;
}

### Vector5iProto

```
```*# A 5-dimensional vector using 32-bit integers*
struct Vector5iProto {
x @0: Int32;
y @1: Int32;
z @2: Int32;
w @3: Int32;
v @4: Int32;
}

## obstacles

### ObstaclesProto

```
```*# A message containing all obstacles around the robot*
struct ObstaclesProto {
*# A message containing the information about a spherical obstacle*
struct SphereObstacleProto {
*# The positions of the center in a given frame (see frame below)*
center @0: Vector3dProto;
*# The radius of the obstacle (include the minimal distance we aim to stay away from)*
radius @1: Float64;
*# The coordinate frame the center is located (must match a frame in the PoseTree)*
*# deprecated: use robotFrame below instead.*
frame @2: Text;
*# Unique identifier the can be used to track the object*
uuid @3: UuidProto;
*# Time this obstacle was reported (used in the PoseTree)*
time @4: Float64;
}
*# A distance map describes the distance to the closest obstacle for every pixel.*
struct DistanceMapProto {
*# The distance map as a 1d image. Each pixel contains the metric distance to the closest*
*# obstacle*
image @0: ImageProto;
*# The pose of the gridmap relative to the robot*
robotTGridmap @1: Pose2dProto;
*# The size of a grid cell*
gridCellSize @2: Float64;
*# Time this obstacle was reported (used in the PoseTree)*
time @3: Float64;
}
*# List of spherical obstacles (see SphereObstacleProto for details)*
obstacles @0: List(SphereObstacleProto);
*# List of distance maps (see DistanceMapProto for details)*
distanceMaps @1: List(DistanceMapProto);
*# The coordinate frame the center is located (must match a frame in the PoseTree)*
robotFrame @2: Text;
}

## ping

### PingProto

```
```*# A generic message to ping another node with a private message.*
struct PingProto {
message @0: Text;
}

## point_cloud

### PointCloudProto

```
```*# A message containing information about a set of points , also called "point cloud". Points can*
*# have various attributes. This message provides the position of the point in 3D space, a normal,*
*# a color and an intensity. Point attributes are each stored as NxM tensors. N is the number*
*# points which has to be identical for all attributes or 0. M is the dimension of the corresponding*
*# attribute.*
struct PointCloudProto {
*# The position of points. Most commonly XYZ stored as three 32-bit floats.*
positions @0: TensorProto;
*# A normal of the point. Most commonly a unit vector stored as three 32-bit floats.*
normals @1: TensorProto;
*# A color value for each point. Most commonly an RGB value stored as three 32-bit unit floats.*
colors @2: TensorProto;
*# The intensity for each point used for example by LiDAR sensors. Most commonly a single 32-bit*
*# float.*
intensities @3: TensorProto;
}

## pose_tree

### PoseTreeProto

```
```*# Pose tree/kinematic tree: hierarchicial kinematic representation*
struct PoseTreeProto {
*# Pose tree name*
name @0: Text;
*# List of all nodes in tree*
nodes @1: List(Node);
*# List of all edges between nodes in the tree, i.e. adjacency list*
edges @2: List(Edge);
*# Each node in the tree holds its pose relative to its immediate parent and its pose relative to the root*
struct Node {
*# Node name*
name @0: Text;
*# This node's parent index in the nodes list*
parentIndex @1: Int32;
*# Transformation of node relative to its parent*
parentTNode @2: Pose3dProto;
*# Transformation of node relative to global origin*
worldTNode @3: Pose3dProto;
}
*# Each edge holds a parent name and child name*
*# Every node knows its parent's index but this is for human readability*
struct Edge {
*# Parent name*
parentName @0: Text;
*# Child name*
childName @1: Text;
}
}

## pwm_channel_set

### PwmChannelSetDutyCycleProto

```
```*# Set a duty cycle for a given PWM channel*
struct PwmChannelSetDutyCycleProto {
channel @0: Int32;
*# PWM channel to set*
dutyCycle @1: Float32;
*# duty cycle, as a percentage (0.0 to 1.0)*
disable @2: Bool;
*# if set to true, duty cycle is ignored and power is set to 0*
}

### PwmChannelSetPulseLengthProto

```
```*# Set a pulse length for a given PWM channel*
struct PwmChannelSetPulseLengthProto {
channel @0: Int32;
*# PWM channel to set*
pulseLength @1: Float32;
*# length of pulse, as a percentage (0.0 to 1.0)*
}

## range_scan

### RangeScanProto

```
```*# A message about laser range scans published for example from a LIDAR sensor*
*# The message does not have to capture a full 360 degree scan, as most sensors publish partial*
*# slices at high frequency instead of waiting to complete a full scan.*
struct RangeScanProto {
*# Normalized distance to target (see rangeScale) of the scanned rays. Data type is 16-bit integer.*
*# For each angle theta there is a ray for every phi angle. So the total number of rays is*
*# length(theta) * length(phi). First rank is theta and second rank is phi.*
ranges @0: TensorProto;
*# Normalized ray return intensity (see intensityScale) of the scanned rays. Data type is 8-bit*
*# integer. For each angle theta there is a ray for every phi angle. So the total number of rays is*
*# length(theta) * length(phi). First rank is theta and second rank is phi.*
*# This entry is optional. Default is full intensity for all rays.*
intensities @1: TensorProto;
*# table of theta (horizontal) angles*
theta @2: List(Float32);
*# table of phi (vertical) angles*
phi @3: List(Float32);
*# Scale factor which can be used to convert a range value from a 16-bit integer to meters. The*
*# conversion formula is: range[meters] = range[normalized] / 0xFFFF * rangeScale*
rangeDenormalizer @4: Float32;
*# Scale factor which can be used to convert an intensity value from an 8-bit integer to meters.*
*# The conversion formula is: intensity = intensity[normalized] / 0xFF * intensityScale*
intensityDenormalizer @5: Float32;
*# Delay in microseconds between firing*
deltaTime @6: UInt16;
*# Beams with a range smaller than or equal to this distance (in meters) are considered to have*
*# returned an invalid measurement.*
invalidRangeThreshold @7: Float64;
*# Beams with a range larger than or equal to this distance (in meters) are considered to not have*
*# hit an obstacle within the maximum possible range of the sensor.*
outOfRangeThreshold @8: Float64;
}

## rigid_body_3_group

### RigidBody3GroupProto

```
```*# A list of rigid bodies in a certain coordinate frame*
struct RigidBody3GroupProto {
*# List of rigid bodies*
bodies @0: List(RigidBody3Proto);
*# Optional names for rigid bodies*
names @1: List(Text);
*# Name of coordinate system reference frame*
referenceFrame @2: Text;
}

### RigidBody3Proto

```
```*# A rigid body in 3D*
struct RigidBody3Proto {
*# The pose of the rigid body with respect to its reference coordinate frame*
refTBody @0: Pose3dProto;
*# The linear velocity in the reference coordinate frame*
linearVelocity @1: Vector3dProto;
*# The angular velocity as a Rodrigues vector in the reference coordinate frame. This means*
*# the vector's direction is the axis of rotation and its length is the angular speed around*
*# that axis.*
angularVelocity @2: Vector3dProto;
*# The linear acceleration*
linearAcceleration @3: Vector3dProto;
*# The angular acceleration*
angularAcceleration @4: Vector3dProto;
*# The relative scales in x, y, z axis in the body frame; (1.0, 1.0, 1.0) represents the original*
*# scale.*
scales @5: Vector3dProto;
}

## robot_state

### RobotStateProto

```
```*# The robot state at that particular instance of time. The proto stores the current position and*
*# angle, as well as the difference between the previous values of the states (position and angle).*
*# Also contains the current linear and angular speed, obtained from odometry input*
struct RobotStateProto {
*# Current pose of robot in the world coordinate frame*
worldTRobot @0: Pose2dProto;
*# Current speed of body (x, y and angular)*
currentSpeed @1: Vector3dProto;
*# Distance travelled from last updated position*
displacementSinceLastUpdate @2: Vector3dProto;
}

## segmentation_prediction

### SegmentationPredictionProto

```
```*# Segmentation prediction proto stores the probability distribution over classes for each pixel in*
*# a three dimensional tensor. The probability will add up to one for each pixel.*
struct SegmentationPredictionProto {
*# List of all class names. The number of elements must match the third dimension of the tensor.*
classNames @0: List(Text);
*# Tensor with dimensions (rows * cols * classes)*
prediction @1: TensorProto;
}

## state

### StateProto

```
```*# A message used to transport states of dynamic systems. This is used closely together with the*
*# state gem to be found in //engine/gems/state. For example you can define the robot state using the*
*# compile-time types defined in that gem, and then serialize that state into a message. The*
*# receiver of that message can deserialize the state back into the compile-time robot state type.*
struct StateProto {
*# A densely packed representation of the state data as floating point numbers. The lowest rank*
*# indicates state element dimension, the second rank is time for a potential timeseries, and*
*# the third rank is for the batch index.*
pack @0: TensorProto;
*# The schema describing the format of the state vector*
schema @1: Text;
*# Alternative way to pass the data (for python)*
data @2: List(Float64);
}

## superpixels

### SuperpixelLabelsProto

```
```*# Labels for superpixels. Assigns a label to every superpixel in a related SuperpixelsProto*
struct SuperpixelLabelsProto {
labels @0: List(Int32);
}

### SuperpixelsProto

```
```*# A superpixel oversegmentation for an image. This is useful for various image segmentation methods*
*# or perception algorithms in general.*
*# # Each pixel in the image is assigned to a superpixel. For each superpixel information like the*
*# pixel coordinate or the color are reported. Optionally also 3D data like point and normal are*
*# reported.*
struct SuperpixelsProto {
*# 2D superpixel data based on the color image*
struct Superpixel {
*# The average pixel coordinate of the superpixel stored as (row, col)*
pixel @0: Vector2fProto;
*# The average color of the superpixel stored as RGB in the range [0,1]*
color @1: Vector3fProto;
*# The number of pixels in this superpixel. There might be superpixels with count = 0 which*
*# indicates that no pixels were assigned to them. This would also indicate that other superpixel*
*# and surflet data is invalid.*
count @2: UInt32;
}
*# Additional 3D surflet data for each superpixel defining the 3D shape of the superpixel*
struct Surflet {
*# 3D point coordinates of the surflet*
point @0: Vector3fProto;
*# 3D normal of the surflet*
normal @1: Vector3fProto;
}
*# An image which assignes a superpixel image to every pixel using the superpixel index. This index*
*# is identical to the position of the superpixel in the superpixels or surflet lists. Indices are*
*# stored as an unsinged 16-bit integer. Pixels which are not assigned to any superpixel are marked*
*# with the index 0xffff.*
indices @0: ImageProto;
*# 2D superpixel data for every pixel cluster*
superpixels @1: List(Superpixel);
*# 3D surflet data for every pixel cluster (optional)*
surflets @2: List(Surflet);
}

## tensor

## trajectory

### Vector3TrajectoryListProto

```
```*# A list of trajectories with three dimensions.*
*# For example, one might consider the multiple trajectories for given bodies.*
struct Vector3TrajectoryListProto {
trajectories @0: List(Vector3TrajectoryProto);
}

### Vector3TrajectoryProto

```
```*# A trajectory with three dimensions.*
*# The trajectory is composed of a time series of positions in reference to a given frame.*
*# For example, one might consider the trajectory of a moving target.*
*# Note: The timestamps may be omitted, in which case the trajectory is equivalent to a path.*
struct Vector3TrajectoryProto {
*# A list of states as positions or samples.*
states @0: List(Vector3dProto);
*# An optional list of timestamps in seconds corresponding to the list of states or positions.*
timestamps @1: List(Float64);
*# The reference frame for this trajectory.*
frame @2: Text;
}

## uuid

### UuidProto

```
```*# A unique identifier following the UUID specifications*
struct UuidProto {
*# First 8 bytes out of 16*
lower @0: UInt64;
*# Second 8 bytes out of 16*
upper @1: UInt64;
}

## voice_command_detection

### VoiceCommandDetectionProto

```
```*# Message containing detected command id and list of timestamps of contributing keywords*
struct VoiceCommandDetectionProto {
*# Detected command id*
commandId @0: UInt8;
*# List of timestamps of contributing keywords to the detected command*
timestamps @1: List(UInt64);
}