Evidence map›Paper›PMID 39640899›Full record

ArticleIEEE sensors journal2024

LocoMote: AI-driven Sensor Tags for Fine-Grained Undersea Localization and Sensing.

Swapnil Sayan Saha, Caden Davis, Sandeep Singh Sandha, Junha Park, Joshua Geronimo, Luis Antonio Garcia, Mani Srivastava

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in IEEE sensors journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges.IEEE/ION Position Location and Navigation Symposium : [proceedings]. IEEE/ION Position Location and Navigation Symposium · 2023
    Article
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.

Swapnil Sayan SahaSTMicroelectronics Inc., Santa Clara, CA 95054, USA (work unrelated to STMicroelectronics Inc.).ORCID 0000-0001-5357-2254
Caden DavisDept. of Electrical and Computer Engineering and the Dept. of Computer Science, University of California - Los Angeles, Los Angeles, CA 90095, USA.
Sandeep Singh SandhaAbacus.AI, San Francisco, CA 94105, USA (work unrelated to Abacus.AI).ORCID 0000-0003-1421-1880
Junha ParkWestern Digital, Irvine, CA 92612, USA (work unrelated to Western Digital).
Joshua GeronimoDept. of Electrical and Computer Engineering and the Dept. of Computer Science, University of California - Los Angeles, Los Angeles, CA 90095, USA.
Luis Antonio GarciaKahlert School of Computing, University of Utah, UT 84112, USA.ORCID 0000-0002-5111-0694
Mani SrivastavaDept. of Electrical and Computer Engineering and the Dept. of Computer Science, University of California - Los Angeles, Los Angeles, CA 90095, USA.ORCID 0000-0002-3782-9192

Funding

TR&D3 - Rapid Translation of AI-powered Temporally Precise mHealth Interventions via Efficient and Embeddable Trustworthy Biomarker ImplementationsP41EB028242 · NIBIB · UNIVERSITY OF MEMPHIS · PI Santosh Kumar · 2020 to 2026
$9.5M
NIBIB NIH HHS P41 EB028242
6 · The paper itself

Abstract

Long-term and fine-grained maritime localization and sensing is challenging due to sporadic connectivity, constrained power budget, limited footprint, and hostile environment. In this paper, we present the design considerations and implementation of

Indexed as

animal taggingbiologgingdead reckoningenergy harvestinginertialneural networkspiezoacousticsensor tagstinyMLunderwater

Identifiers

PMID39640899
PMCPMC11615471

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.