Modeling and Error Compensation of MEMS Gyroscope Dynamic Output Data within the Whole Temperature Range

Abstract:

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In this paper, the output data of MEMS gyroscope ADRX150 under different input angular velocity within the temperature range of -30°C~50°C is collected and analyzed. Taking the nonlinear and random characteristics of the output data of MEMS gyroscope ADRX150 into account, the dynamic output data model based on RBF neural network is established, which is training and taking the performance testing with the experimental data collection. The results indicate that, the model has high accuracy and good generalization ability.

Info:

Periodical:

Advanced Materials Research (Volumes 311-313)

Edited by:

Zhongning Guo

Pages:

768-771

DOI:

10.4028/www.scientific.net/AMR.311-313.768

Citation:

Y. S. Zhang and S. W. Wang, "Modeling and Error Compensation of MEMS Gyroscope Dynamic Output Data within the Whole Temperature Range", Advanced Materials Research, Vols. 311-313, pp. 768-771, 2011

Online since:

August 2011

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Price:

$35.00

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