Senior Research Engineer: Data Architecture, Connected Vehicle, Standards & Platforms
BMW Group
TOPICS FOR DISCUSSION:
Raw vs. derived signals; does VSS need to define or state how signals are derived?
Is this useful to clients?
For signals derived through ML; should confidence level, variance, precision, error, etc. be reported?
Is this useful to clients?
How should model-generated derived signals such as "driver attentiveness" be represented (in the absence of a standard)?
Confidence percentage? Enum?
To what level of specificity should VSS describe signals?
Leave semantics to OEMs (flexibility for OEMs but affects portability) or define them precisely?