Title :
Effect of Carouseling on Angular Rate Sensor Error Processes
Author :
Collin, Jussi ; Kirkko-Jaakkola, Martti ; Takala, Jarmo
Author_Institution :
Dept. of Pervasive Comput., Tampere Univ. of Technol., Tampere, Finland
Abstract :
Carouseling is an efficient method to mitigate the measurement errors of inertial sensors, particularly microelectromechanical systems (MEMS) gyroscopes. In this paper, the effect of carouseling on the most significant stochastic error processes of an MEMS gyroscope, i.e., additive bias, white noise, 1/f noise, and rate random walk (RRW) is investigated. Variance propagation equations for these processes under averaging and carouseling are defined. Furthermore, a novel approach to generating 1/f noise is presented. The experimental results show that carouseling reduces the contributions of additive bias, 1/f noise, and RRW significantly compared with plain averaging, which can be used to improve the accuracy of dead reckoning systems.
Keywords :
1/f noise; angular measurement; gyroscopes; microsensors; sensors; stochastic processes; white noise; 1/f noise; MEMS gyroscope; RRW; additive bias noise; angular rate sensor error processing; carouseling effect; dead reckoning system; inertial sensor; measurement error; microelectromechanical system gyroscope; rate random walk; stochastic error processing; variance propagation equation; white noise; 1f noise; Additives; Gyroscopes; Micromechanical devices; Vectors; White noise; $1/f$ noise; gyroscopes; microelectromechanical systems (MEMS); noise; noise generators; stochastic processes;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2014.2335921