Planning Validator#

The autoware_planning_validator is a module that checks the validity of a trajectory before it is published. The status of the validation can be viewed in the /diagnostics and /validation_status topics. When an invalid trajectory is detected, the autoware_planning_validator will process the trajectory following the selected option: "0. publish the trajectory as it is", "1. stop publishing the trajectory", "2. publish the last validated trajectory".

autoware_planning_validator

Supported features#

The following features are supported for trajectory validation and can have thresholds set by parameters:

Invalid field : e.g. Inf, Nan
Trajectory points interval : invalid if any of the distance of trajectory points is too large
Curvature : invalid if the trajectory has too sharp turns that is not feasible for the given vehicle kinematics
Relative angle : invalid if the yaw angle changes too fast in the sequence of trajectory points
Lateral acceleration : invalid if the expected lateral acceleration/deceleration is too large
Longitudinal acceleration/deceleration : invalid if the acceleration/deceleration in the trajectory point is too large
Steering angle : invalid if the expected steering value is too large estimated from trajectory curvature
Steering angle rate : invalid if the expected steering rate value is too large
Velocity deviation : invalid if the planning velocity is too far from the ego velocity
Distance deviation : invalid if the ego is too far from the trajectory
Longitudinal distance deviation : invalid if the trajectory is too far from ego in longitudinal direction
Forward trajectory length : invalid if the trajectory length is not enough to stop within a given deceleration

The following features are to be implemented.

(TODO) TTC calculation : invalid if the expected time-to-collision is too short on the trajectory

Inputs/Outputs#

Inputs#

The autoware_planning_validator takes in the following inputs:

Name	Type	Description
`~/input/kinematics`	nav_msgs/Odometry	ego pose and twist
`~/input/trajectory`	autoware_planning_msgs/Trajectory	target trajectory to be validated in this node

Outputs#

It outputs the following:

Name	Type	Description
`~/output/trajectory`	autoware_planning_msgs/Trajectory	validated trajectory
`~/output/validation_status`	planning_validator/PlanningValidatorStatus	validator status to inform the reason why the trajectory is valid/invalid
`/diagnostics`	diagnostic_msgs/DiagnosticStatus	diagnostics to report errors

Parameters#

The following parameters can be set for the autoware_planning_validator:

System parameters#

Name	Type	Description	Default value
`invalid_trajectory_handling_type`	int	set the operation when the invalid trajectory is detected. 0: publish the trajectory even if it is invalid, 1: stop publishing the trajectory, 2: publish the last validated trajectory.	0
`publish_diag`	bool	the Diag will be set to ERROR when the number of consecutive invalid trajectory exceeds this threshold. (For example, threshold = 1 means, even if the trajectory is invalid, the Diag will not be ERROR if the next trajectory is valid.)	true
`diag_error_count_threshold`	int	if true, diagnostics msg is published.	true
`display_on_terminal`	bool	show error msg on terminal	true

Algorithm parameters#

Thresholds#

The input trajectory is detected as invalid if the index exceeds the following thresholds.

Name	Type	Description	Default value
`thresholds.interval`	double	invalid threshold of the distance of two neighboring trajectory points [m]	100.0
`thresholds.relative_angle`	double	invalid threshold of the relative angle of two neighboring trajectory points [rad]	2.0
`thresholds.curvature`	double	invalid threshold of the curvature in each trajectory point [1/m]	1.0
`thresholds.lateral_acc`	double	invalid threshold of the lateral acceleration in each trajectory point [m/ss]	9.8
`thresholds.longitudinal_max_acc`	double	invalid threshold of the maximum longitudinal acceleration in each trajectory point [m/ss]	9.8
`thresholds.longitudinal_min_acc`	double	invalid threshold of the minimum longitudinal deceleration in each trajectory point [m/ss]	-9.8
`thresholds.steering`	double	invalid threshold of the steering angle in each trajectory point [rad]	1.414
`thresholds.steering_rate`	double	invalid threshold of the steering angle rate in each trajectory point [rad/s]	10.0
`thresholds.velocity_deviation`	double	invalid threshold of the velocity deviation between the ego velocity and the trajectory point closest to ego [m/s]	100.0
`thresholds.distance_deviation`	double	invalid threshold of the distance deviation between the ego position and the trajectory point closest to ego [m]	100.0
`parameters.longitudinal_distance_deviation`	double	invalid threshold of the longitudinal distance deviation between the ego position and the trajectory [m]	2.0

Parameters#

For parameters used e.g. to calculate threshold.