Visual-inertial and terrain-referenced positioning for GNSS-contested or denied theatres. Propagates from last known fix, constrains drift via motion updates, and corrects via loop closure. Outputs high-rate position, attitude, and velocity to sustain precision navigation when satellite links are degraded or lost.