Spending the Same Budget a Thousand Times: Phase Error Accumulation Over Repeated Transits

A vehicle that transits repeatedly does not get a fresh phase error budget on each journey; it spends from the same account. This paper derives how per-pass errors accumulate. Independent random errors of sigma_1 per pass grow as sigma_1 sqrt(N) over N passes, while a systematic bias b grows as bN. Against the 0.0667 rad budget, random errors alone permit 177 passes at sigma_1 = 0.005 rad, 44 passes at 0.01 rad, and 11 passes at 0.02 rad. A bias of 0.001 rad per pass exhausts the budget in 66 passes acting alone, and a representative combination of 0.01 rad random error with 0.0002 rad bias reaches the budget at 43 passes. Bias, growing linearly, always overtakes random error eventually: long service lives are a bias-control problem first and a noise problem second. Computed; not measured. SIMULATED, NOT MEASURED.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-11
DOI
https://doi.org/10.5281/zenodo.24123442
Primary Topic
Inertial Sensor and Navigation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Spending the Same Budget a Thousand Times: Phase Error Accumulation Over Repeated Transits

William Alexander Aldred
Zenodo (CERN European Organization for Nuclear Research)
Inertial Sensor and Navigation
article

Spending the Same Budget a Thousand Times: Phase Error Accumulation Over Repeated Transits

William Alexander Aldred
article en

Abstract

A vehicle that transits repeatedly does not get a fresh phase error budget on each journey; it spends from the same account. This paper derives how per-pass errors accumulate. Independent random errors of sigma_1 per pass grow as sigma_1 sqrt(N) over N passes, while a systematic bias b grows as bN. Against the 0.0667 rad budget, random errors alone permit 177 passes at sigma_1 = 0.005 rad, 44 passes at 0.01 rad, and 11 passes at 0.02 rad. A bias of 0.001 rad per pass exhausts the budget in 66 passes acting alone, and a representative combination of 0.01 rad random error with 0.0002 rad bias reaches the budget at 43 passes. Bias, growing linearly, always overtakes random error eventually: long service lives are a bias-control problem first and a noise problem second. Computed; not measured. SIMULATED, NOT MEASURED.

Zenodo (CERN European Organization for Nuclear Research)
Inertial Sensor and Navigation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon