Integrating Runtime Verification into an
Automated UAS Traffic Management System

Matthew Cauwels, Abigail Hammer, Benjamin Hertz, Phillip H. Jones, Kristin Y. Rozier

This webpage contains supplementary specifications for "Integrating Runtime Verification into an
Automated UAS Traffic Management System" by M. Cauwels, A. Hammer, B. Hertz, P. H. Jones, and K. Y. Rozier

OR_UTM_14

Specification Description

The velocity (Vel) of any UAS's telemetry data will be bounded between VelLB and VelUB.

Signals Required

Vel

Boolean Conversion of Signals to Atomic Inputs 

Vel_leq_VelUB = 1;
for(i = 0; i < NumUAS; i++)
{
    // if UAS i's Vel is greater than the upper bounded
    // and the value is not "nan"
    if((Vel[i] > VelUB) && (Vel[i] == Vel[i])
    { 
        Vel_leq_VelUB = 0;
    }
}                       
Vel_geq_VelLB = 1;
for(i = 0; i < NumUAS; i++)
{
    // if UAS i's Vel is less than the lower bounded
    // and the value is not "nan"
    if((Vel[i] < VelLB) && (Vel[i] == Vel[i])
    { 
        Vel_geq_VelLB = 0;
    }
}

MLTL Specificaiton

Original: Vel_leq_VelLB ∧ Vel_geq_VelLB

Updated: ☐[0,3] (Vel_leq_VelLB ∧ Vel_geq_VelLB)

Fault Explanation

Any telemetry point should be within the UTM's airspace

Additional Notes

Figures

Figure 1: All of the velocity (Vel) inputs from each GCS the UTM reads from the telemetry datatable.
Figure 2: The output of R2U2's monitoring of specification OR_UTM_14, confirming that no UAS exceeds its operating range.
Figure 3: Since Fig. 1 had no Vel inputs that exceeded VelUB or VelLB, we manually injected a fault into a single UAS (purple).
Figure 4: The output of R2U2's monitoring of specification OR_UTM_14, showing that R2U2 catches when the injected fault occurs. However, notice that there is bouncing in the initial Boolean specificaiton, which can lead to undesireable false-positive alerts.
Figure 5: The output of R2U2's monitoring of the updated specification OR_UTM_14, showing that R2U2 catches when the injected fault occurs and the "☐[0,3]" temporal operator acts as a sliding filter, debouncing R2U2's output.