Extrinsic Calibration and Sensor Trust Modeling for Cooperative Fleets

Mitigating spoofed or misaligned external sensor telemetry using spatial consensus and Kalman filter residual monitoring.

Trusting Unknown Sensors

In open cooperative driving ecosystems, an autonomous vehicle must fuse sensor data originating from unknown commercial vehicles and municipal RSUs. V2Sensor implements zero-trust spatial validation: external sensor feeds are continuously compared against local sensor predictions, automatically throttling the weight of anomalous or miscalibrated external nodes.

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