Radar Object Tracker#
Purpose#
This package provides a radar object tracking node that processes sequences of detected objects to assign consistent identities to them and estimate their velocities.
Inner-workings / Algorithms#
This radar object tracker is a combination of data association and tracking algorithms.
Data Association#
The data association algorithm matches detected objects to existing tracks.
Tracker Models#
The tracker models used in this package vary based on the class of the detected object. See more details in the models.md.
Inputs / Outputs#
Input#
| Name | Type | Description |
|---|---|---|
~/input |
autoware_auto_perception_msgs::msg::DetectedObjects |
Detected objects |
Output#
| Name | Type | Description |
|---|---|---|
~/output |
autoware_auto_perception_msgs::msg::TrackedObjects |
Tracked objects |
Parameters#
Node Parameters#
| Name | Type | Default Value | Description |
|---|---|---|---|
publish_rate |
double | 30.0 | The rate at which to publish the output messages |
world_frame_id |
string | "world" | The frame ID of the world coordinate system |
enable_delay_compensation |
bool | false | Whether to enable delay compensation |
tracking_config_directory |
string | "" | The directory containing the tracking configuration files |
enable_logging |
bool | false | Whether to enable logging |
logging_file_path |
string | "~/.ros/association_log.json" | The path to the file where logs should be written |
can_assign_matrix |
array | An array of integers used in the data association algorithm | |
max_dist_matrix |
array | An array of doubles used in the data association algorithm | |
max_area_matrix |
array | An array of doubles used in the data association algorithm | |
min_area_matrix |
array | An array of doubles used in the data association algorithm | |
max_rad_matrix |
array | An array of doubles used in the data association algorithm | |
min_iou_matrix |
array | An array of doubles used in the data association algorithm |