Evidence map›Paper›PMID 42653542›Full record

ArticleMicromachines2026

An Adaptive-Output Operational Amplifier for Electrostatic Closed-Loop MEMS Gyroscope Drive Circuits.

Xiaoqin Li, Wanting Rong, Diqun Yan, Xiali Han, Shanshan Wang, Wenbo Zhang, Hao Ye, Xiangyu Li

Abstract read
In one paragraph

Article in Micromachines, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

8 authors.

Xiaoqin LiSchool of Artificial Intelligence, Ningbo Polytechnic University, Ningbo 315800, China.
Wanting RongSchool of Intelligent Manufacturing, Huzhou College, Huzhou 313000, China.ORCID 0000-0002-7257-5546
Diqun YanCollege of Artificial Intelligence, Ningbo University of Finance and Economics, Ningbo 315175, China.
Xiali HanInstitute of Drug Discovery Technology, Ningbo University, Ningbo 315211, China.
Shanshan WangInstitute of Drug Discovery Technology, Ningbo University, Ningbo 315211, China.ORCID 0000-0002-1102-0483
Wenbo ZhangSchool of Astronautics, Harbin Institute of Technology, Harbin 150001, China.ORCID 0009-0006-6028-9573
Hao YeCollege of Electrical and Electronic Engineering, Wenzhou University, Wenzhou 325035, China.ORCID 0000-0001-6940-9339
Xiangyu LiNingbo Institute of Digital Twin, Eastern Institute of Technology, Ningbo 315042, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To address the challenge that microelectromechanical system (MEMS) gyroscope electrostatic force-modulated closed-loop self-excited driving circuits experience significant dynamic variations in capacitive load and driving demand under different operating conditions, such as start-up, steady-state resonance maintenance, and environmental perturbations, making it difficult to simultaneously achieve strong driving capability, stable oscillation, and low power consumption, this paper proposes a high-energy-efficiency adaptive output operational amplifier architecture. Based on a dynamic load-sensing mechanism, the design introduces a three-threshold decision scheme combining a high threshold, a low threshold, and a mid-supply reference voltage. By coordinating a continuous-time voltage detection circuit with a bidirectional shift register, the proposed approach enables accurate identification of the output state and the load level. A time-division-multiplexed two-stage control strategy is adopted to rapidly compensate for the drive capability under abrupt load changes, while proactively disabling redundant output units under steady-state conditions, thereby achieving power delivery on demand. The output stage employs a Class-AB push-pull structure integrating an improved low-leakage single-pole double-throw (SPDT) switch, which hard shuts off the power transistors in the non-operating state to effectively eliminate the subthreshold leakage current. Circuit simulations in a 0.18 μm CMOS process demonstrate that the proposed operational amplifier can adaptively regulate its output current in real time according to variations in the gyroscope driving demand, ensuring sufficient an electrostatic driving force and oscillation stability during transient conditions while significantly reducing static power consumption during the resonance steady state. The proposed design provides an effective solution for high-performance and high-energy-efficiency interface circuit design in MEMS gyroscope electrostatic force-modulated closed-loop self-excited driving systems.

Indexed as

continuous-time voltage detection circuitfront-end circuitsMEMS gyroscope

Identifiers

PMID42653542
PMCPMC13515755

What OpenQuestion holds

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Registered trials

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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.