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一种基于椭球约束的加速度计粒子群优化静态修正方法

金梅 张康宁 金菊 于国辉 李文超

计量学报Issue(3):230-235,6.
计量学报Issue(3):230-235,6.DOI:10.3969/j.issn.1000-1158.2014.03.08

一种基于椭球约束的加速度计粒子群优化静态修正方法

A Particie Starm Optimization Static Caiibration Method of Micro-eiectro-mechanicai System Acceierometer Based on Eiiipsoidai Restriction

金梅 1张康宁 1金菊 2于国辉 3李文超1

作者信息

  • 1. 燕山大学河北省测试计量技术与仪器重点实验室,河北 秦皇岛066004
  • 2. 河北工业大学土木工程学院,天津300401
  • 3. 秦皇岛视听机械研究所,河北 秦皇岛066000
  • 折叠

摘要

Abstract

The particle swarm optimization static calibration method of micro-electro-mechanical system accelerometer based on ellipsoidal restriction is studied. According to the output mathematical model of the micro-electro-mechanical system accelerometer,the standard particle swarm optimization algorithm is taken to estimate scale factors,bias,and installation errors in the output mathematical model. The experimental results show that the method can eliminate the random errors in the sampling process effectively. With the introduction of particle swarm optimization algorithm,the outputs of the micro-electro-mechanical system accelerometer can reflect their true values.

关键词

计量学/微机电系统/加速度计/惯性运动跟踪/椭球约束/静态修正/粒子群优化算法

Key words

Metrology/Micro-electro-mechanical system/Accelerometer/Inertial motion tracking/Ellipsoidal restriction/Static calibration/Particle swarm optimization algorithm

分类

通用工业技术

引用本文复制引用

金梅,张康宁,金菊,于国辉,李文超..一种基于椭球约束的加速度计粒子群优化静态修正方法[J].计量学报,2014,(3):230-235,6.

基金项目

国家自然科学基金 ()

计量学报

OA北大核心CSCDCSTPCD

1000-1158

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