Evidence map›Paper›PMID 37064575›Full record

ArticleFrontiers in robotics and AI2023

CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation.

Bahman Nouri Rahmat Abadi, Andrew West, Matthew Nancekievill, Christopher Ballard, Barry Lennox, Ognjen Marjanovic, Keir Groves

Erratum issuedAbstract read
In one paragraph

Article in Frontiers in robotics and AI, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Bahman Nouri Rahmat AbadiManchester Centre for Robotics and AI, University of Manchester, Manchester, United Kingdom.
Andrew WestManchester Centre for Robotics and AI, University of Manchester, Manchester, United Kingdom.
Matthew NancekievillManchester Centre for Robotics and AI, University of Manchester, Manchester, United Kingdom.
Christopher BallardSellafield Ltd., Carlisle, United Kingdom.
Barry LennoxManchester Centre for Robotics and AI, University of Manchester, Manchester, United Kingdom.
Ognjen MarjanovicManchester Centre for Robotics and AI, University of Manchester, Manchester, United Kingdom.
Keir GrovesManchester Centre for Robotics and AI, University of Manchester, Manchester, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Surveying active nuclear facilities for spread of alpha and beta contamination is currently performed by human operators. However, a skills gap of qualified workers is emerging and is set to worsen in the near future due to under recruitment, retirement and increased demand. This paper presents an autonomous ground vehicle that can survey nuclear facilities for alpha, beta and gamma radiation and generate radiation heatmaps. New methods for preventing the robot from spreading radioactive contamination using a state-machine and radiation costmaps are introduced. This is the first robot that can detect alpha and beta contamination and autonomously re-plan around the contamination without the wheels passing over the contaminated area. Radiation avoidance functionality is proven experimentally to reduce alpha and beta contamination spread as well as gamma radiation dose to the robot. The robot's survey area is defined using a custom designed, graphically controlled area coverage planner. It was concluded that the robot is highly suited to certain monotonous room scale radiation surveying tasks and therefore provides the opportunity for financial savings, to mitigate a future skills gap, and provision of radiation surveys that are more granular, accurate and repeatable than those currently performed by human operators.

Indexed as

autonomous ground vehiclecostmapexperimentalradiation detectionROSstate machine

Identifiers

PMID37064575
PMCPMC10102479

What OpenQuestion holds

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LicenceCC BY
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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.