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논문 기본 정보

자료유형
학술대회자료
저자정보
Feng Zhou (Beijing Institute of Technology) Yanxuan Wu (Beijing Institute of Technology) Ningjun Fan (Beijing Institute of Technology)
저널정보
제어로봇시스템학회 제어로봇시스템학회 국제학술대회 논문집 ICCAS 2012
발행연도
2012.10
수록면
2,093 - 2,096 (4page)

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Light overloaded small aircraft, such as ducted fan MAV, could use accelerometer and magnetometer to measure acceleration and earth magnetic field in the body coordinate frame. There is a quaternion that relates the measured accelerations and earth magnetic field in the body coordinate frame to calculated values in the earth coordinate frame. An overdetermined nonlinear equations which could get the quaternion need to be solved. So far, the Gauss-Newton iteration algorithm was being used most commonly to solve the overdetermined equations. However, when the inverse of Jacobian matrix is singular or conditioned, the iteration would be diverge. To overcome the problem, first, transferring the overdetermined problem to determined one by a premultiply transposition of Jacobian matrix, then using Correctional Newton with Parameter iteration algorithm to solve the determined equations. Compared to Gauss-Newton iteration algorithm, this method not only could converge more fast, but also could overcome the situation which Jacobian matrix is singular or conditioned.

목차

Abstract
1. INTRODUCTION
2. QUATERNION
3. SET UP PROCESS MODEL
4. CORRECTIONAL NEWTON WITH PARA METER ITERATION ALGORITHM
5. SIMULATION AND EXPERIMENTAL RESULTS
6. CONCLUSIONS
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