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I/O Data
SubAIMs
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Conformance
Performance

1 Functions

The Ice Condition Analysis (CAV-ICA) AIM:

Receives Weather Data From the CAV’s weather sensors.
Spatial Attitude From MAS Spatial Attitude Generation.
AMS-MAS Message Request From the Autonomous Motion Subsystem.
Brake Response From the brakes.
Motor Response From the motor.
Wheel Response From the steered wheels.
Produces Road State To MAS Response Analysis.
Weather Data Outside the MAS.

The AIM estimates the state of the road under the CAV – the friction it offers – at each Spatial Attitude of the MAS. From the tyres: what the CAV asks of them, along its heading and across it, against what they give. When the brakes’ ABS acts, a braked wheel slips, or the motor loses traction, the tyres are at their limit, and the friction is what was asked. Grip proven on one stretch is forgotten a little further on.

Until the tyres say otherwise, the Weather Data: below 0 degrees C with precipitation, or ice reported, the road may be icy; with rain, wet; otherwise it is taken as dry, with little confidence. The Road State says the friction, whether ice is present, and the confidence, for the road under the CAV.

2 Reference Model

Figure 1 depicts the Reference Model of the Ice Condition Analysis (CAV-ICA) AIM.

Figure 1 – The Ice Condition Analysis (CAV-ICA) AIM

Figure 1 – The Ice Condition Analysis (CAV-ICA) AIM

3 I/O Data

Table 1 specifies the Input and Output Data of the Ice Condition Analysis (CAV-ICA) AIM.

Table 1 – I/O Data of the Ice Condition Analysis (CAV-ICA) AIM

Input Data Type Description
Weather Data (optional) Weather Data Temperature, precipitation, ice reported.
Spatial Attitude Spatial Attitude The CAV’s motion: what it asks of the tyres.
AMS-MAS Message Request (optional) AMS-MAS Message Request What the CAV is asked to do.
Brake Response (optional) Brake Response The response, and the slip of the brakes.
Motor Response (optional) Motor Response The response, and the slip of the motor.
Wheel Response (optional) Wheel Response The response, and the slip of the steered wheels.
Output Data Type Description
Road State Road State The friction the road under the CAV offers, whether ice is present, and the confidence.
Weather Data (optional) Weather Data The weather it has taken into account.

4 SubAIMs

No SubAIMs.

5 JSON Metadata

https://schemas.mpai.community/CAV2/V2.0/AIMs/IceConditionAnalysis.json

6 Profiles

No Profiles.

7 Reference Software

The reference software estimates the friction the road offers from what the tyres give – ABS acting, a braked wheel slipping, the motor losing traction – and, until the tyres say otherwise, from the Weather Data. It is part of the reference software of CAV-TEC V2.0 (see N4195, An introduction to the reference software): C# on .NET 10, released under the BSD 3-Clause licence, obtained from MPAI.

Tested with the Motion Actuation Subsystem on icy stretches of road.

8 Conformance Testing

Table 2 provides the Conformance Testing Method for the Ice Condition Analysis (CAV-ICA) AIM: the data it receives and produces. If a schema references other schemas, conformance of data for the primary schema implies that data referencing a secondary schema shall also validate against that schema, if present, and conform with the Qualifier, if present.

Table 2 – Conformance Testing Method for the Ice Condition Analysis (CAV-ICA) AIM

Receives Weather Data Shall validate against the Weather Data schema.
Spatial Attitude Shall validate against the Spatial Attitude schema.
AMS-MAS Message Request Shall validate against the AMS-MAS Message schema.
Brake Response Shall validate against the Brake Response schema.
Motor Response Shall validate against the Motor Response schema.
Wheel Response Shall validate against the Wheel Response schema.
Produces Road State Shall validate against the Road State schema.
Weather Data Shall validate against the Weather Data schema.

9 Performance Assessment