Evidence map›Paper›PMID 41125578›Full record

ArticleMicrosystems & nanoengineering2025

A novel multi-degree-of-freedom cascaded hybrid electro-mechanical resonator system with ultra-high sensitivity.

Ruopeng Chen, Bernardo P Madeira, Yuan Wang, Chen Wang, Michael Kraft, Georges Gielen

Abstract read
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Article in Microsystems & nanoengineering, 2025. 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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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

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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

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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

6 authors.

Ruopeng ChenESAT&MNS, University of Leuven, Leuven, 3001, Belgium. ruopeng.chen@esat.kuleuven.be.ORCID http://orcid.org/0009-0003-4324-278X
Bernardo P MadeiraESAT&MNS, University of Leuven, Leuven, 3001, Belgium.
Yuan WangInstitute of Microelectronics, University of Macau, Taipa, Macau, China. yuanwang@um.edu.mo.ORCID http://orcid.org/0000-0003-3814-4520
Chen WangESAT&MNS, University of Leuven, Leuven, 3001, Belgium. chen.wang@kuleuven.be.
Michael KraftESAT&MNS, University of Leuven, Leuven, 3001, Belgium.
Georges GielenESAT&MNS, University of Leuven, Leuven, 3001, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper introduces a new type of multi-degree-of-freedom cascaded hybrid electro-mechanical resonator system with ultra-high sensitivity, enhanced measurement range, and high signal-to-noise ratio, which can be used for many diverse applications. The structure is introduced in detail, and a full theoretical analysis of its performance in terms of sensitivity, noise floor, and measurement range is provided. To validate the theoretical analysis, FPGA implementations of 3- and 5-DoF prototype systems are verified with a QCM resonator and a DETF resonator to detect both mass and stiffness change, showing a high consistency between measurement results and theoretical calculations. By cascading multiple digital IIR resonators with a mechanical resonator and applying small coupling factors (1/1024 for the 3-DoF system and 1/64 for the 5-DoF system) in the digital domain, the normalized sensitivity of the proposed system is 10 times higher than the state-of-the-art weakly-coupled resonator systems. The measurement results confirm that the proposed system achieves an ultra-high normalized sensitivity of about 524000 (3-DoF) and 3145000 (5-DoF), respectively. Due to the high compatibility with different types of mechanical resonators and its high tunability, the proposed system has the potential to be a general solution towards applications requiring ultra-high sensitivity. And because of its cascaded structure, the proposed system can also be implemented as a closed-loop system, like a single mechanical resonator does.

Identifiers

PMID41125578
PMCPMC12546625

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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.