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A Gyroscope Bias Estimation Algorithm Based on Map Specific Information.

Tian Tan1, Ao Peng2, Junjun Huang3

  • 1School of Information Science and Engineering, Xiamen University, Xiamen 361000, China. tantian@stu.xmu.edu.cn.

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This summary is machine-generated.

Gyroscope bias significantly impacts pedestrian dead-reckoning systems. A new algorithm estimates this bias using map data, improving trajectory accuracy and navigation system performance.

Keywords:
bias estimationgyro biasquaternion

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Area of Science:

  • Navigation Systems
  • Sensor Fusion
  • Geomatics Engineering

Background:

  • Gyroscope bias is a critical error source in inertial navigation systems, particularly affecting pedestrian dead-reckoning (PDR) accuracy.
  • Existing methods for bias estimation may have limitations under diverse motion conditions.

Purpose of the Study:

  • To propose a novel gyroscope bias estimation algorithm for inertial navigation systems.
  • To develop a method for obtaining Euler angles using map corridor information for bias estimation.
  • To correct trajectories using the estimated gyroscope bias.

Main Methods:

  • A new algorithm estimates gyroscope bias from any set of angle observations.
  • Euler angles are derived using map corridor information.
  • Heading information from maps is utilized to calculate bias, which then corrects estimated trajectories.

Main Results:

  • The proposed algorithm successfully estimates gyroscope bias under various conditions.
  • Experimental validation demonstrates the feasibility and effectiveness of the bias estimation method.
  • Trajectory correction using estimated bias shows improved positioning accuracy.

Conclusions:

  • The developed gyroscope bias estimation algorithm is effective for improving PDR systems.
  • Integrating map information provides a robust method for bias estimation and trajectory correction.
  • This approach enhances the overall accuracy and reliability of inertial navigation.