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 …
Hybrid deep recurrent neural networks for noise reduction of MEMS-IMU with static and dynamic conditions
S Han, Z Meng, X Zhang, Y Yan - Micromachines, 2021 - mdpi.com
Micro-electro-mechanical system inertial measurement unit (MEMS-IMU), a core component
in many navigation systems, directly determines the accuracy of inertial navigation system; …
in many navigation systems, directly determines the accuracy of inertial navigation system; …
[HTML][HTML] A novel noise reduction technique for underwater acoustic signals based on complete ensemble empirical mode decomposition with adaptive noise, minimum …
Y Li, L Wang - Defence Technology, 2020 - Elsevier
Underwater acoustic signal processing is one of the research hotspots in underwater
acoustics. Noise reduction of underwater acoustic signals is the key to underwater acoustic …
acoustics. Noise reduction of underwater acoustic signals is the key to underwater acoustic …
[PDF][PDF] A Comprehensive Review on Low-Cost MEMS Accelerometers for Vibration Measurement: Types, Novel Designs, Performance Evaluation, and Applications.
Maintenance of mechanical elements is considered to be the most crucial task in industry
and a® ects the economics, predominantly. There are many techniques available for fault …
and a® ects the economics, predominantly. There are many techniques available for fault …
[HTML][HTML] Gamma spectrum denoising method based on improved wavelet threshold
B **e, Z **ong, Z Wang, L Zhang, D Zhang… - Nuclear Engineering and …, 2020 - Elsevier
Adverse effects in the measured gamma spectrum caused by radioactive statistical
fluctuations, gamma ray scattering, and electronic noise can be reduced by energy spectrum …
fluctuations, gamma ray scattering, and electronic noise can be reduced by energy spectrum …
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 …
A muscle fatigue classification model based on LSTM and improved wavelet packet threshold
J Wang, S Sun, Y Sun - Sensors, 2021 - mdpi.com
Previous studies have used the anaerobic threshold (AT) to non-invasively predict muscle
fatigue. This study proposes a novel method for the automatic classification of muscle fatigue …
fatigue. This study proposes a novel method for the automatic classification of muscle fatigue …
An adaptive CEEMDAN thresholding denoising method optimized by nonlocal means algorithm
S Zhang, H Liu, M Hu, A Jiang, L Zhang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
A complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)
thresholding denoising method optimized by nonlocal means (NLM) algorithm is proposed …
thresholding denoising method optimized by nonlocal means (NLM) algorithm is proposed …
An adaptive seismic signal denoising method based on variational mode decomposition
X Yao, Q Zhou, C Wang, J Hu, P Liu - Measurement, 2021 - Elsevier
In this paper, we study the denoising method for unattended ground sensor (UGS) systems
that are composed of seismic sensors. Seismic sensors are used for collecting the seismic …
that are composed of seismic sensors. Seismic sensors are used for collecting the seismic …
A hybrid algorithm for noise suppression of MEMS accelerometer based on the improved VMD and TFPF
Y Zhou, H Cao, T Guo - Micromachines, 2022 - mdpi.com
High-G MEMS accelerometer (HGMA) is a new type of sensor; it has been widely used in
high precision measurement and control fields. Inevitably, the accelerometer output signal …
high precision measurement and control fields. Inevitably, the accelerometer output signal …