TY - GEN
T1 - Sixteen-micromachined-gyroscopes Array Beyond Accuracy Limit By 1.9 Times Without Bandwidth Reduction
AU - Li, Jiayu
AU - Chang, Honglong
AU - Yun, Junzhe
AU - Liu, Jiyao
AU - Lv, Wenjie
AU - Wang, Yan
AU - Zhang, Jie
AU - Han, Bin
AU - Shen, Qiang
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - How to break through theoretical accuracy limit of √N times based on micromachined-gyroscopes array without bandwidth reduction is currently important challenge. To solve above challenge, a novel expectation cluster interval fusion method based on non-Kalman filter theory is for the first time proposed by dynamically adjusting weighted coefficients of the array samples with high-dispersion characteristics to cluster these samples into special refined interval, which is initially formed based on minimum variance theory representing accuracy limit of the array fusion method. The experimental results show that the accuracy of array-based microgyroscope reaches 0.57× 10-20/s in this work, which is improved by 1.9 times compared with theoretical accuracy limit value of sixteen-micromachined-gyroscope array of 1.06× 10-20/s. Further, amplitude of angular rate has no reduction when the bandwidth reaches 50Hz. This work paves a solid path to apply the array-based gyroscope in actual engineering.
AB - How to break through theoretical accuracy limit of √N times based on micromachined-gyroscopes array without bandwidth reduction is currently important challenge. To solve above challenge, a novel expectation cluster interval fusion method based on non-Kalman filter theory is for the first time proposed by dynamically adjusting weighted coefficients of the array samples with high-dispersion characteristics to cluster these samples into special refined interval, which is initially formed based on minimum variance theory representing accuracy limit of the array fusion method. The experimental results show that the accuracy of array-based microgyroscope reaches 0.57× 10-20/s in this work, which is improved by 1.9 times compared with theoretical accuracy limit value of sixteen-micromachined-gyroscope array of 1.06× 10-20/s. Further, amplitude of angular rate has no reduction when the bandwidth reaches 50Hz. This work paves a solid path to apply the array-based gyroscope in actual engineering.
KW - accuracy limit
KW - array fusion
KW - bandwidth maintenance
KW - expectation cluster interval
KW - micromachined gyroscope
UR - http://www.scopus.com/inward/record.url?scp=85215326927&partnerID=8YFLogxK
U2 - 10.1109/SENSORS60989.2024.10785058
DO - 10.1109/SENSORS60989.2024.10785058
M3 - 会议稿件
AN - SCOPUS:85215326927
T3 - Proceedings of IEEE Sensors
BT - 2024 IEEE Sensors, SENSORS 2024 - Conference Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 IEEE Sensors, SENSORS 2024
Y2 - 20 October 2024 through 23 October 2024
ER -