Evidence map›Paper›PMID 42590565›Full record

ReviewSensors (Basel, Switzerland)2026

Celestial Navigation: A State-of-the-Art Review Towards a Light Autonomous Underwater Vehicle (LAUV) Conceptual Application.

Suzana Lampreia, Hugo Policarpo, Pedro P de Almeida, Nuno R Roboredo, Jorge M Ruivo, Rafael B Henriques, Victor Lobo

Abstract readReview
In one paragraph

Review in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Suzana LampreiaCentro de Investigação Naval (CINAV), Portuguese Naval Academy, Base Naval de Lisboa, 2810-001 Almada, Portugal.ORCID 0000-0002-9216-9174
Hugo PolicarpoCentro de Investigação Naval (CINAV), Portuguese Naval Academy, Base Naval de Lisboa, 2810-001 Almada, Portugal.ORCID 0000-0003-2064-9395
Pedro P de AlmeidaCentro de Investigação Naval (CINAV), Portuguese Naval Academy, Base Naval de Lisboa, 2810-001 Almada, Portugal.ORCID 0009-0000-2392-7333
Nuno R RoboredoCentro de Investigação Naval (CINAV), Portuguese Naval Academy, Base Naval de Lisboa, 2810-001 Almada, Portugal.ORCID 0000-0003-0519-1072
Jorge M RuivoCentro de Investigação Naval (CINAV), Portuguese Naval Academy, Base Naval de Lisboa, 2810-001 Almada, Portugal.ORCID 0000-0002-2473-9681
Rafael B HenriquesCentro de Investigação Naval (CINAV), Portuguese Naval Academy, Base Naval de Lisboa, 2810-001 Almada, Portugal.ORCID 0000-0003-0585-0904
Victor LoboCentro de Investigação Naval (CINAV), Portuguese Naval Academy, Base Naval de Lisboa, 2810-001 Almada, Portugal.ORCID 0000-0002-0149-3367

Funding

Centro de Investigação Naval B-746-ESM1-GPFundação para a Ciência e Tecnologia UID/50022/2025
6 · The paper itself

Abstract

Global Navigation Satellite Systems (GNSS) are incompatible with the underwater domain as radiofrequency signals cannot penetrate the water column, leaving Autonomous Underwater Vehicles (AUVs) reliant on dead-reckoning systems that accumulate positional errors over time. When AUVs surface to reset their navigation, they face another challenge: GNSS itself is increasingly vulnerable to jamming and spoofing in contested environments. Automated Celestial Navigation (CN) has emerged as a promising alternative to other navigation methods, making it possible to derive the absolute position from observations of celestial bodies, entirely independent of human-made signals. This work provides a state-of-the-art review of automated CN technologies, focusing on the literature from 2020 onwards. The review covers Solar Tracking Sensors (STSs), star trackers and horizon detection algorithms and assesses their suitability for AUV integration through a structured SWOT analysis. Following this, a conceptual CN system based on Sunto's STS is developed for the Light Autonomous Underwater Vehicle platform employing a proposed ten-step integration methodology. Computer-Aided Design models illustrate the conceptual setup, though hydrodynamic/structural verification remains subject to future work. Results suggest that solar-based CN can serve as a periodic absolute position corrector within a hybrid AUV navigation architecture, without requiring satellite infrastructure, which contributes towards a more resilient AUV navigation.

Indexed as

astronavigationastronomic navigationautonomous underwater vehiclecelestial navigationGNSS-denied navigationLAUVsensor fusionsolar tracking

Identifiers

PMID42590565
PMCPMC13468757

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.