A Cyber-Physical-Human System for One-to-Many UAS Operations: Cognitive Load Analysis.

Lars J Planke, Yixiang Lim, Alessandro Gardi, Roberto Sabatini, Trevor Kistan, Neta Ezer

Abstract read

In one paragraph

Article in Sensors (Basel, Switzerland), 2020. 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.

Multimodal EEG and Eye-Tracking Assessment of Perceived Mental Workload and Situation Awareness in a Visual Display Terminal Simulation Task.Sensors (Basel, Switzerland) · 2026
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

6 authors.

Lars J PlankeSchool of Engineering, RMIT University, Bundoora, VIC 3083, Australia.

Yixiang LimSchool of Engineering, RMIT University, Bundoora, VIC 3083, Australia.

Alessandro GardiSchool of Engineering, RMIT University, Bundoora, VIC 3083, Australia.ORCID 0000-0003-4995-4166

Roberto SabatiniSchool of Engineering, RMIT University, Bundoora, VIC 3083, Australia.ORCID 0000-0002-3399-2291

Trevor KistanTHALES Australia-Airspace Mobility Solutions, WTC North Wharf, Melbourne, VIC 3000, Australia.

Neta EzerNorthrop Grumman Corporation, 1550 W. Nursery Rd, Linthicum Heights, MD 21090, USA.

Funding

Thales Australia and Northrop Grumman Corporations RE-02544-0200315666 and RE-03163-0200317164

6 · The paper itself

Abstract

The continuing development of avionics for Unmanned Aircraft Systems (UASs) is introducing higher levels of intelligence and autonomy both in the flight vehicle and in the ground mission control, allowing new promising operational concepts to emerge. One-to-Many (OTM) UAS operations is one such concept and its implementation will require significant advances in several areas, particularly in the field of Human-Machine Interfaces and Interactions (HMI

Indexed as

Artificial IntelligenceCognitionTask Performance and AnalysisAircraftHumansReproducibility of Resultsadaptive systemsEEGelectroencephalogrameye trackinghuman–machine systemsmental workloadneuroergonomicsone-to-manyUASunmanned aircraft system

Identifiers

PMID32977713

DOI10.3390/s20195467

PMCPMC7582306

What OpenQuestion holds

Textmetadata

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.