Breaking the 1 deg/h Bias Instability Limit With Frequency Modulated Gyroscopes: Adaptive Notch Filters for Enhanced Bandwidth and Control

Compared with amplitude modulated (AM) gyroscopes, Lissajous frequency modulated (LFM) gyroscopes have demonstrated excellent temperature and scale factor stability, but typically angle random walk (ARW) is elevated and bias instability (BI) is above 1 deg/hr. Symmetric resonators should improve stability as theoretically LFM gyroscope bias is limited by cross-axis damping differences. Based on modeling, it is claimed that simple amplitude control methods introduce trade-offs between BI and bandwidth. This effort documents means to reduce BI below 1 deg/hr. Central to the improvements is the large displacement linear drive quadruple mass gyroscope (QMG). To both increase the amplitude control bandwidth and the available sensor bandwidth, adaptive notch filters are added to the digital signal processing. During periods of low temperature variation, excellent stability of 0.19 deg/hr at 100 sec is possible. For longer tests, it is suspected that temperature effects are present, but can be well modeled using autoregressive methods.

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Publication Details

Journal
IEEE Sensors Letters
Published
2025-06-02
DOI
https://doi.org/10.1109/lsens.2025.3575701
Primary Topic
Inertial Sensor and Navigation
Type
article
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article

Breaking the 1 deg/h Bias Instability Limit With Frequency Modulated Gyroscopes: Adaptive Notch Filters for Enhanced Bandwidth and Control

Andrew B. Sabater, Minhdao Nguyen, Jacob A. Peiffer
IEEE Sensors Letters
Inertial Sensor and Navigation
article

Breaking the 1 deg/h Bias Instability Limit With Frequency Modulated Gyroscopes: Adaptive Notch Filters for Enhanced Bandwidth and Control

Andrew B. Sabater, Minhdao Nguyen, Jacob A. Peiffer
article en

Abstract

Compared with amplitude modulated (AM) gyroscopes, Lissajous frequency modulated (LFM) gyroscopes have demonstrated excellent temperature and scale factor stability, but typically angle random walk (ARW) is elevated and bias instability (BI) is above 1 deg/hr. Symmetric resonators should improve stability as theoretically LFM gyroscope bias is limited by cross-axis damping differences. Based on modeling, it is claimed that simple amplitude control methods introduce trade-offs between BI and bandwidth. This effort documents means to reduce BI below 1 deg/hr. Central to the improvements is the large displacement linear drive quadruple mass gyroscope (QMG). To both increase the amplitude control bandwidth and the available sensor bandwidth, adaptive notch filters are added to the digital signal processing. During periods of low temperature variation, excellent stability of 0.19 deg/hr at 100 sec is possible. For longer tests, it is suspected that temperature effects are present, but can be well modeled using autoregressive methods.

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Breaking the 1 deg/h Bias Instability Limit With Frequency Modulated Gyroscopes: Adaptive Notch Filters for Enhanced Bandwidth and Control — Andrew B. Sabater, Minhdao Nguyen, et al. · IEEE Sensors Letters (2025) | TGRS Research Map | TGRS