Cargando…

System Error Compensation Methodology Based on a Neural Network for a Micromachined Inertial Measurement Unit

Errors compensation of micromachined-inertial-measurement-units (MIMU) is essential in practical applications. This paper presents a new compensation method using a neural-network-based identification for MIMU, which capably solves the universal problems of cross-coupling, misalignment, eccentricity...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Shi Qiang, Zhu, Rong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2016
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801552/ https://www.ncbi.nlm.nih.gov/pubmed/26840314 http://dx.doi.org/10.3390/s16020175

Ejemplares similares

Micromachined Fluid Inertial Sensors
por: Liu, Shiqiang, et al.
Publicado: (2017)

Design, Fabrication, and Testing of a Bulk Micromachined Inertial Measurement Unit
por: Chang, Honglong, et al.
Publicado: (2010)

Modeling and Experimental Study on Characterization of Micromachined Thermal Gas Inertial Sensors
por: Zhu, Rong, et al.
Publicado: (2010)

Quantification of Error Sources with Inertial Measurement Units in Sports
por: Kamstra, Haye, et al.
Publicado: (2022)

Accurate Compensation of Attitude Angle Error in a Dual-Axis Rotation Inertial Navigation System
por: Jiang, Rui, et al.
Publicado: (2017)

Temperature Compensation Method Based on an Improved Firefly Algorithm Optimized Backpropagation Neural Network for Micromachined Silicon Resonant Accelerometers
por: Huang, Libin, et al.
Publicado: (2022)

Nonlinear Hyperparameter Optimization of a Neural Network in Image Processing for Micromachines
por: Shen, Mingming, et al.
Publicado: (2021)

A New Self-Calibration and Compensation Method for Installation Errors of Uniaxial Rotation Module Inertial Navigation System
por: Niu, Meng, et al.
Publicado: (2022)

Gait Phase Recognition Using Deep Convolutional Neural Network with Inertial Measurement Units
por: Su, Binbin, et al.
Publicado: (2020)

Detection and Classification of Stroke Gaits by Deep Neural Networks Employing Inertial Measurement Units
por: Wang, Fu-Cheng, et al.
Publicado: (2021)

An Integrated Thermal Compensation System for MEMS Inertial Sensors
por: Chiu, Sheng-Ren, et al.
Publicado: (2014)

A New Methodology for Vibration Error Compensation of Optical Encoders
por: Lopez, Jesus, et al.
Publicado: (2012)

Analysis and Compensation of Modulation Angular Rate Error Based on Missile-Borne Rotation Semi-Strapdown Inertial Navigation System
por: Zhang, Jiayu, et al.
Publicado: (2018)

A Neural Network Approach for Inertial Measurement Unit-Based Estimation of Three-Dimensional Spinal Curvature
por: Mak, T. H. Alex, et al.
Publicado: (2023)

Estimation of Lower Extremity Muscle Activity in Gait Using the Wearable Inertial Measurement Units and Neural Network
por: Khant, Min, et al.
Publicado: (2023)

Analysis and Compensation of Bias Drift for a Micromachined Spinning-Rotor Gyroscope with Electrostatic Suspension
por: Wang, Shunyue, et al.
Publicado: (2020)

A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units
por: Mundt, Marion, et al.
Publicado: (2021)

A Sub-Regional Calibration Method That Can Accomplish Error Compensation for Photoelectric Scanning Measurement Network
por: Zhang, Zhenyu, et al.
Publicado: (2019)

Analysis of Gyro Bias Depending on the Position of Inertial Measurement Unit in Rotational Inertial Navigation Systems
por: Seo, Yeong-Bin, et al.
Publicado: (2022)

A novel methodology for optimal location of reactive compensation through deep neural networks
por: Jaramillo, Manuel, et al.
Publicado: (2022)

Micromachining
Publicado: (1995)

Self-Locking Avoidance and Stiffness Compensation of a Three-Axis Micromachined Electrostatically Suspended Accelerometer
por: Yin, Yonggang, et al.
Publicado: (2016)

Validation and Assessment of a Posture Measurement System with Magneto-Inertial Measurement Units †
por: Paloschi, Davide, et al.
Publicado: (2021)

Fast Thermal Calibration of Low-Grade Inertial Sensors and Inertial Measurement Units
por: Niu, Xiaoji, et al.
Publicado: (2013)

Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks
por: Valarezo Añazco, Edwin, et al.
Publicado: (2021)

Multi-Sensor Fusion and Error Compensation of Attitude Measurement System for Shaft Boring Machine
por: Wang, Xinliang, et al.
Publicado: (2019)

A Positioning Error Compensation Method for a Mobile Measurement System Based on Plane Control
por: Shi, Bo, et al.
Publicado: (2020)

Recurrent Neural Network Methods for Extracting Dynamic Balance Variables during Gait from a Single Inertial Measurement Unit
por: Yu, Cheng-Hao, et al.
Publicado: (2023)

Micromachined Resonant Frequency Tuning Unit for Torsional Resonator
por: Lee, Jae-Ik, et al.
Publicado: (2017)

Microrobots in Micromachines
por: Fortuna, Luigi, et al.
Publicado: (2022)

Error Analysis and Compensation of a Laser Measurement System for Simultaneously Measuring Five-Degree-of-Freedom Error Motions of Linear Stages
por: Cai, Yindi, et al.
Publicado: (2019)

Prediction of continuous and discrete kinetic parameters in horses from inertial measurement units data using recurrent artificial neural networks
por: Parmentier, J. I. M., et al.
Publicado: (2023)

Human Posture Transition-Time Detection Based upon Inertial Measurement Unit and Long Short-Term Memory Neural Networks
por: Kuo, Chun-Ting, et al.
Publicado: (2023)

Robust penetrating microelectrodes for neural interfaces realized by titanium micromachining
por: McCarthy, Patrick T., et al.
Publicado: (2011)

Sculling Compensation Algorithm for SINS Based on Two-Time Scale Perturbation Model of Inertial Measurements
por: Wang, Lingling, et al.
Publicado: (2018)

Compensation of Horizontal Gravity Disturbances for High Precision Inertial Navigation
por: Tie, Junbo, et al.
Publicado: (2018)

Landmark-Based Drift Compensation Algorithm for Inertial Pedestrian Navigation
por: Munoz Diaz, Estefania, et al.
Publicado: (2017)

Latency Compensated Visual-Inertial Odometry for Agile Autonomous Flight
por: Lee, Kyuman, et al.
Publicado: (2020)

Temperature Hysteresis Mechanism and Compensation of Quartz Flexible Accelerometer in Aerial Inertial Navigation System
por: Zhang, Chunxi, et al.
Publicado: (2021)

SmartFPS: Neural network based wireless-inertial fusion positioning system
por: Hua, Luchi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_amom74i4hoh4spptggrlsig4ii