Evidence map›Paper›PMID 36750591›Full record

ArticleScientific reports2023

Dynamical response and noise limit of a parametrically pumped microcantilever sensor in a Phase-Locked Loop.

João Mouro, Paolo Paoletti, Marco Sartore, Bruno Tiribilli

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In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

4 authors.

João MouroInstitute for Complex Systems, National Research Council (ISC-CNR), 50019, Sesto Fiorentino, Italy. joao.mouro@isc.cnr.it.
Paolo PaolettiSchool of Engineering, University of Liverpool, Liverpool, L69 3GH, UK.
Marco SartoreElbatech Srl, Via Roma, 10 - 57030, Marciana, Italy.
Bruno TiribilliInstitute for Complex Systems, National Research Council (ISC-CNR), 50019, Sesto Fiorentino, Italy.

Funding

Horizon 2020 Framework Programme Marie Skłodowska-Curie grant No. 842147
6 · The paper itself

Abstract

We investigate the response of a digitally controlled and parametrically pumped microcantilever used for sensing in a Phase-Locked Loop (PLL). We develop an analytical model for its dynamical response and obtain an explicit dependence on the rheological parameters of the surrounding viscous medium. Linearization of this model allows to find improved responsivity to density variations in the case of parametric suppression. Experiments with a commercial microcantilever validate the model, but also reveal an increase of frequency noise in the PLL associated with the parametric gain and phase, which, in most cases, restricts the attainable limit of detection. The noise in open-loop is studied by measuring the random fluctuations of the noise-driven deflection of the microcantilever, and a model for the power spectral density of amplitude, phase and frequency noises is discussed and used to explain the frequency fluctuations in the closed-loop PLL. This work concludes that parametric pumping in a PLL does not improve the sensing performance in applications requiring detecting frequency shifts.

Identifiers

PMID36750591
PMCPMC9905076

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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.