TY - JOUR
T1 - Scale Factor Enhancement Method for Inertial Measurement in SERF Atomic Gyroscopes Based on Parametric Resonance and Envelope Detection
AU - Yuan, Yu
AU - Lei, Xusheng
AU - Liu, Jiaxin
AU - Quan, Jiale
AU - Xu, Yi An
AU - Cong, Yuxin
AU - Xia, Hao
AU - Pang, Haoying
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2026
Y1 - 2026
N2 - Although spin-exchange relaxation-free (SERF) atomic gyroscopes exhibit significant potential for high-sensitivity inertial measurements, further performance enhancements are constrained by inherent scale factor limitations. To overcome such limitations, a novel high-gain angular velocity sensing channel is proposed. Distinct from conventional parametric resonance (PR) techniques, the proposed channel is constructed specifically based on the absolute envelope under the PR state. Considering the nonlinear modulation characteristics under PR conditions, which manifest as waveform asymmetry, a local polynomial projection (LPP) algorithm incorporated with derivative consistency constraints is introduced to achieve high-precision absolute envelope reconstruction. Experimental results demonstrate that the RMSE of the envelope estimation is reduced by 64.44 % compared to traditional methods. By utilizing the extracted absolute upper envelope to leverage the PR-induced inertial amplification, the developed sensing channel breaks through conventional restrictions, enhancing the scale factor by a maximum of 39.40 %. Ultimately, under the absolute envelope-based framework, the inertial measurement sensitivity of the SERF atomic gyroscope is optimized from 7.45 × 10-6°/s/Hz1/2 to 3.49×10-6°
AB - Although spin-exchange relaxation-free (SERF) atomic gyroscopes exhibit significant potential for high-sensitivity inertial measurements, further performance enhancements are constrained by inherent scale factor limitations. To overcome such limitations, a novel high-gain angular velocity sensing channel is proposed. Distinct from conventional parametric resonance (PR) techniques, the proposed channel is constructed specifically based on the absolute envelope under the PR state. Considering the nonlinear modulation characteristics under PR conditions, which manifest as waveform asymmetry, a local polynomial projection (LPP) algorithm incorporated with derivative consistency constraints is introduced to achieve high-precision absolute envelope reconstruction. Experimental results demonstrate that the RMSE of the envelope estimation is reduced by 64.44 % compared to traditional methods. By utilizing the extracted absolute upper envelope to leverage the PR-induced inertial amplification, the developed sensing channel breaks through conventional restrictions, enhancing the scale factor by a maximum of 39.40 %. Ultimately, under the absolute envelope-based framework, the inertial measurement sensitivity of the SERF atomic gyroscope is optimized from 7.45 × 10-6°/s/Hz1/2 to 3.49×10-6°
KW - Atomic gyroscope
KW - envelope extraction
KW - local polynomial projection (LPP)
KW - parametric resonance (PR)
KW - scale factor enhancement
UR - https://www.scopus.com/pages/publications/105046446417
U2 - 10.1109/TIM.2026.3718588
DO - 10.1109/TIM.2026.3718588
M3 - 文章
AN - SCOPUS:105046446417
SN - 0018-9456
VL - 75
JO - IEEE Transactions on Instrumentation and Measurement
JF - IEEE Transactions on Instrumentation and Measurement
M1 - 9533410
ER -