Research · Autonomous-system reliability

System State Integrity Layer

An integrity layer that sits beside the flight controller and decides which sensor measurements deserve to be believed, reporting source health, trust and fault state.

Public architecture, in active developmentswort.net
Avionics equipment inside an open aircraft bay

The System State Integrity Layer (SSIL) is SWORT's public commercial architecture for sensor integrity. It starts from one conviction: an autonomous vehicle should know when its own sensors have stopped telling the truth.

What it does

SSIL compares each sensor channel against the others and against the state implied by the vehicle's own motion. A channel that disagrees with the rest of the system has its contribution reduced rather than weighted equally, and the disagreement is reported as a probable source instead of a single pass or fail flag.

Inputs Navigation, inertial, magnetic, power, environmental
Evaluation Residual consistency across sensor channels
Outputs Source health, trust, fault state
Scope Independent of flight control and estimation

Where it sits

SSIL does not replace the flight controller, the estimator or the control law. It runs alongside them and tells the rest of the system how much each input can be trusted, which keeps the integrity logic auditable on its own.

Status

Public commercial architecture, under active development. The interactive demonstration on swort.net shows the behaviour: raising sensor noise or environmental disturbance lowers cross-channel consistency, the stability score falls, drift grows, and the mode moves from nominal to degraded to critical.

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