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Random error reduction algorithms for MEMS inertial sensor accuracy improvement—a review
Research and industrial studies have indicated that small size, low cost, high precision, and
ease of integration are vital features that characterize microelectromechanical systems …
ease of integration are vital features that characterize microelectromechanical systems …
[HTML][HTML] Hybrid noise removal to improve the accuracy of inertial sensors using lifting wavelet transform optimized by genetic algorithm
Abstract An Inertial Navigation System (INS) is a standalone system that provides
continuous navigation information on the position, velocity, and attitude in various …
continuous navigation information on the position, velocity, and attitude in various …
Temperature drift compensation of a MEMS accelerometer based on DLSTM and ISSA
G Guo, B Chai, R Cheng, Y Wang - Sensors, 2023 - mdpi.com
In order to improve the performance of a micro-electro-mechanical system (MEMS)
accelerometer, three algorithms for compensating its temperature drift are proposed in this …
accelerometer, three algorithms for compensating its temperature drift are proposed in this …
[HTML][HTML] Calibration analysis of high-G MEMS accelerometer sensor based on wavelet and wavelet packet denoising
High-G accelerometers are mainly used for motion measurement in some special fields,
such as projectile penetration and aerospace equipment. This paper mainly explores the …
such as projectile penetration and aerospace equipment. This paper mainly explores the …
Real-time temperature drift compensation method of a MEMS accelerometer based on deep GRU and optimized monarch butterfly algorithm
G Gang-Qiang, C Bo, C Rui-Chu… - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, inertial sensors based on Micro-Electro-Mechanical Systems (MEMS) have
become increasingly popular. They have been widely used in various fields due to their low …
become increasingly popular. They have been widely used in various fields due to their low …
Lightweight thermal compensation technique for MEMS capacitive accelerometer oriented to quasi-static measurements
The application of MEMS capacitive accelerometers is limited by its thermal dependence,
and each accelerometer must be individually calibrated to improve its performance. In this …
and each accelerometer must be individually calibrated to improve its performance. In this …
High-G MEMS accelerometer calibration denoising method based on EMD and time-frequency peak filtering
C Wang, Y Cui, Y Liu, K Li, C Shen - Micromachines, 2023 - mdpi.com
In order to remove noise generated during the accelerometer calibration process, an
accelerometer denoising method based on empirical mode decomposition (EMD) and time …
accelerometer denoising method based on empirical mode decomposition (EMD) and time …
Thermal calibration of triaxial accelerometer for tilt measurement
B Yuan, Z Tang, P Zhang, F Lv - Sensors, 2023 - mdpi.com
The application of MEMS accelerometers used to measure inclination is constrained by their
temperature dependence, and each accelerometer needs to be calibrated individually to …
temperature dependence, and each accelerometer needs to be calibrated individually to …
[HTML][HTML] Self-calibration technique with lightweight algorithm for thermal drift compensation in MEMS accelerometers
Capacitive MEMS accelerometers have a high thermal sensitivity that drifts the output when
subjected to changes in temperature. To improve their performance in applications with …
subjected to changes in temperature. To improve their performance in applications with …
A Temperature Compensation Approach for Micro-Electro-Mechanical Systems Accelerometer Based on Gated Recurrent Unit–Attention and Robust Local Mean …
R Cui, J Xu, B Huang, H Xu, M Peng, J Yang, J Zhang… - Micromachines, 2024 - mdpi.com
MEMS accelerometers are significantly impacted by temperature and noise, leading to a
considerable compromise in their accuracy. In response to this challenge, we propose a …
considerable compromise in their accuracy. In response to this challenge, we propose a …