Evidence map›Paper›PMID 41597922›Full record

ArticleMicromachines2026

Influence Mechanism of Quantization Error on the Key Parameters of the Whole-Angle Hemisphere Resonator Gyroscope.

Xiuyue Yan, Jingyu Li, Pengbo Xiao, Tao Xia, Xingyuan Tang, Yao Pan, Kaiyong Yang, Hui Luo

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.

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1 · What the graph read from it

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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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Xiuyue YanCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.
Jingyu LiCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.ORCID 0000-0002-9770-0112
Pengbo XiaoCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.ORCID 0009-0005-0606-4640
Tao XiaCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.
Xingyuan TangCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.
Yao PanCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.ORCID 0000-0001-8731-3664
Kaiyong YangCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.
Hui LuoCollege of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China.

Funding

Pengbo Xiao 62203459
6 · The paper itself

Abstract

The whole-angle hemispherical resonator gyroscope (WA-HRG) is critical to high-precision attitude control and navigational positioning, boasting significant deployment potential in both highly dynamic inertial navigation systems and industrial instrumentation. This paper presents a mechanistic analysis of quantization error inherent to the HRG's hardware detection and driving circuits, focusing specifically on its impact on parameter calculation and driving control in whole-angle mode. Furthermore, a simulation platform was constructed to verify and elucidate the correlations between the effects of quantization error and key resonator parameters, such as the major axis amplitude and the standing wave azimuth. Compared to existing HRG error studies which frame quantization error as isolated circuit noise, this work uniquely uncovers the azimuth-modulated periodic behavior of quantization error within the WA-HRG. It also formalizes a quantitative relationship between quantization error and the resonator's key parameters, laying a critical theoretical foundation for suppressing quantization error and enhancing accuracy in high-performance WA-HRGs.

Indexed as

hardware detection and driving circuitsinfluence mechanismquantization errorwhole-angle hemispherical resonator gyroscope

Identifiers

PMID41597922
PMCPMC12844059

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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.