System Performance

System under testSuccess CriteriaResult
LIDAR localizationTranslational error <= 10 centimeters in the x and y axisA translational component within the error region of 10 centimeters
Yaw error <= 10 degrees Rotation component within the error region of 10 degrees
Successful initialization with initial guess error deviation of >=20 centimeters and >=20 degrees with the ground truthSuccessful initialization with initial guess deviation of 40 centimeters and 22.5 degrees
Aruco3 marker detectorTranslational error in range estimation under 3cmObserved error value under 1cm
Rotational error in marker yaw estimation under 3 degrees.Observed error value under 2 degrees
Global planner Should plan paths for multiple robots in under 2 seconds.Decentralized planners.
Plans new paths in 22ms.
Should work in simulated testbed env.Works in testbed simulation.
Collision AvoidanceShould avoid collisions 100% of the timeAvoids collisions attributing to replanning and inflation maps
3D Object DetectorShould achieve an average recall and precision of 70% for objects within 5mAverage RecallĀ (AR) = 89.1 %
Average PrecisionĀ (AP) = 71.1 %
DockingShould dock within a lateral error of 10cm, a forward error of 2cm and orientation error of 10 degreesLateral error <= 5cm
Forward error <= 2cm
Orientation error <= 10 degrees
System Performance [Dec 2023]