Black and Gold VII -External Geometric Quality, Cooperative Ranging, and Admission under the Common Integrity Gate

Black and Gold VII -External Geometric Quality, Cooperative Ranging, and Admission under the Common Integrity Gate C. J Tully Independent Researcher, Engineer Tamworth, NSW, Australia ORCID: 0009-0007-5661-7332 October 2026 This paper is the seventh of the black-and-gold series. It places external geometric quality and cooperative ranging under the common Quasi-Equivalence Index gate. A surrounding beacon array supplies a Fisher information matrix whose smallest eigenvalue is maximized by E-optimal placement. A 22-state north-east-down extended Kalman filter fuses inertial data with bottom-lock and water-track Doppler, depth, acoustic position, heading, and scalar range evaluated at the emission epoch. In a controlled two-vehicle, two-beacon simulation both filters, initialized 4 m from truth, finished a 40 s cruise with 0.02 m terminal error. An external measurement or a cooperative range is admitted into the series only when the updated state continues to satisfy QEI ≥ 0.12. The result is a geometry result under a matching truth model; it is not a sea trial. Golden scaling may be applied afterwards without further check.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-29
DOI
https://doi.org/10.5281/zenodo.23764924
Primary Topic
Underwater Vehicles and Communication Systems
Type
preprint
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Black and Gold VII -External Geometric Quality, Cooperative Ranging, and Admission under the Common Integrity Gate

Chloe jane Tully
Zenodo (CERN European Organization for Nuclear Research)
Underwater Vehicles and Communication Systems
preprint

Black and Gold VII -External Geometric Quality, Cooperative Ranging, and Admission under the Common Integrity Gate

Chloe jane Tully
preprint en

Abstract

Black and Gold VII -External Geometric Quality, Cooperative Ranging, and Admission under the Common Integrity Gate C. J Tully Independent Researcher, Engineer Tamworth, NSW, Australia ORCID: 0009-0007-5661-7332 October 2026 This paper is the seventh of the black-and-gold series. It places external geometric quality and cooperative ranging under the common Quasi-Equivalence Index gate. A surrounding beacon array supplies a Fisher information matrix whose smallest eigenvalue is maximized by E-optimal placement. A 22-state north-east-down extended Kalman filter fuses inertial data with bottom-lock and water-track Doppler, depth, acoustic position, heading, and scalar range evaluated at the emission epoch. In a controlled two-vehicle, two-beacon simulation both filters, initialized 4 m from truth, finished a 40 s cruise with 0.02 m terminal error. An external measurement or a cooperative range is admitted into the series only when the updated state continues to satisfy QEI ≥ 0.12. The result is a geometry result under a matching truth model; it is not a sea trial. Golden scaling may be applied afterwards without further check.

Zenodo (CERN European Organization for Nuclear Research)
Underwater Vehicles and Communication Systems
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