Title :
In-Flight Calibration Approach Based on Quaternion Optimization for POS Used in Airborne Remote Sensing
Author :
Kang Taizhong ; Fang Jiancheng ; Wang Wei
Author_Institution :
Inertial Technol. Key Lab., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
The position and orientation system (POS) is a key technology which provides motion compensation information for an imaging sensor in airborne remote sensing. But the POS accuracy decreases with time as gyroscope bias excursion as time flows, in-flight calibration is the most convenient way to solve this problem to the users, but the existing methods are mostly based on Kalman filter, the effect of them to estimate the bias error isn´ t reliable enough as affected severely by global position system measurement error and model error. A novel airborne POS in-flight calibration approach based on quaternion optimization is devised in this paper, which adds the factor of attitude error promulgation by gyroscope bias error into the algorithm, and gyroscope bias error is recognized by parse analysis. Simulations and flight experiments demonstrated that, with the proposed algorithm, the gyroscope bias error can be recognized in acceptable precision.
Keywords :
Global Positioning System; Kalman filters; aircraft instrumentation; calibration; gyroscopes; image sensors; measurement errors; motion compensation; optimisation; position measurement; remote sensing; Kalman filter; airborne POS in-flight calibration approach; airborne remote sensing; attitude error promulgation; global position system measurement error; gyroscope bias error recognition; gyroscope bias excursion; imaging sensor; model error; motion compensation; parse analysis; position and orientation system; quaternion optimization; Calibration; Earth; Eigenvalues and eigenfunctions; Global Positioning System; Gyroscopes; Quaternions; Airborne remote sensing; error promulgation; gyroscope bias error; in-flight calibration; position and orientation system; quaternion constrained least square;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2013.2258243