Time To Brake (TTB)

Description

Please refer to the TTM.

Properties

Run-time capability

Yes

Target values

0.4 s [Tamke2011] (selection of a minimal risk maneuver), 1 s [Junietz2018a] [Huber2020] (threshold for critical)

Subject type

Optimal for road vehicles (automated and human), sub-optimal for VRUs

Scenario type

Overlapping predicted trajectories for a significant time span in the scenario

Inputs

Static/dynamic objects and their state (pose, shape, etc.) at time t, MM for maneuver ‘brake’

Output scale

\(\{-\infty\} \cup [0, \infty]\), time (s), ratio scale

Reliability

High, under the assumption that collisions can be reliably predicted

Validity

High for two-actor scenes, medium for more actors when TTB is evaluated under a fixed perspective, but can be increased by aggregating over all actors as at least for one of them, the TTB will be valid

Sensitivity

High, but depends on the DMM: if no collisions are predicted for critical scenarios, sensitivity is reduced

Specificity

High for humans, as braking is a key choice in human reaction [Adams1994]; medium for AVs as non-braking maneuvers can often avoid a critical situation, even if TTB \(\leq0\) [Adams1994]

Prediction model

Time window

Unbound, but usefulness depends on DMM

Time mode

Linear time