IMU Hand Calibration for Low-Cost MEMS Inertial Sensors
Hussein Al-Jlailaty, Abdulkadir Çelik, Mohammad M. Mansour, Ahmed M. Eltawil
American University of Beirut King Abdullah University of Science and Technology
阅读操作
确认中在文库中上传 PDF 后可生成中文音频讲解。
摘要与影响
This paper proposes a technique to calibrate a low-cost inertial measurement unit (IMU) in the field without relying on expensive laboratory-based equipment. The main parameters to be calibrated in any IMU are misalignment factors, sensitivity scale factors, and gyro and accelerometer biases, all of which are temperature dependent. Usually, IMU manufacturers have highly accurate and expensive rate tables and centrifuges that can provide high-resolution angular rates to the equipment under test but require costly regular maintenance and highly trained technicians. We propose an alternative method of performing this calibration by hand in the field, using a special Kalman filter that benefits from zero velocity measurement updates. The performance of the proposed calibration technique is evaluated and validated via extensive simulations and real experiments.
逐年被引趋势
关键指标
同类平均 = 1
同领域 · 同年份 · 同类型
Google Scholar 与 OpenAlex 的被引统计范围不同,数值存在差异属正常。
AI 辅助阅读
依据:摘要
可就本文提问;依据不足时会说明。
学术脉络
学科主题
工程Inertial Sensor and Navigation
Target Tracking and Data Fusion in Sensor Networks · Robotics and Sensor-Based Localization