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February 14, 2026Micromachines0 citationsOpen Access

Real-Time Data Acquisition System for Array MIMU Based on FPGA+ARM

XQXiaoyang QinHWHuan WangZDZhihua Dai

Key Points

  • The primary aim is to enhance the accuracy and stability of gyroscope components in micro-inertial-measurement-units for high-precision applications.
  • Designed a real-time data acquisition system based on FPGA and ARM architectures.
  • Developed hardware circuits and software code for complete system functionality.
  • Implemented attitude update algorithms and established measurement accuracy evaluation metrics.
  • Validated system through static tests and practical measurements in a 100-m pipeline scenario.
  • Improved the accuracy of a single MEMS gyroscope by a factor of 7.4 to 7.7.
  • Achieved a horizontal positioning error of less than 0.0774 m.
  • Achieved an elevation positioning error of less than 0.0351 m.
  • Demonstrated significant effectiveness in reducing gyroscope random errors through array design.

Abstract

To address the issue of low accuracy and stability in the gyroscope components of the micro-inertial-measurement-unit (MIMU) core units, which limits their application in high-precision scenarios, this paper designs a real-time data acquisition system for array MIMU based on FPGA and ARM. This system establishes a complete data chain encompassing raw data acquisition, real-time processing, multi-source information fusion, data storage, and communication with a host computer. It has been successfully applied to a 100-m pipeline position coordinate measurement scenario. The paper begins by discussing the overall system design, including both hardware circuit and software code development. Attitude update algorithms and measurement accuracy evaluation metrics are also introduced. System functionality is validated through static tests and practical pipeline measurements. Experimental results demonstrate that the system improves the accuracy of a single micro-electro-mechanical system (MEMS) gyroscope by a factor of 7.4 to 7.7. It also enables precise calculation of the pipeline position coordinates over the 100 m distance, achieving a horizontal positioning error of less than 0.0774 m and an elevation positioning error of less than 0.0351 m. These results fully confirm the significant effectiveness of the array design in mitigating gyroscope random errors, providing a reliable technical solution for pipeline measurement.

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Cite This Study

Qin et al. (2026) studied this question.

synapsesocial.com/papers/6990112b2ccff479cfe57a78https://doi.org/10.3390/mi17020239
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