Title :
Nonlinear Filtering for Ultra-Tight GNSS/INS Integration
Author :
Prades, Carles Fernández ; Closas, Pau ; Valls, Jordi Vilà
Author_Institution :
Centre Tecnol. de Telecomun. de Catalunya (CTTC), Castelldefels, Spain
Abstract :
This paper considers the problem of ultra-tight GNSS/INS integration. We propose a new approach, deriving the direct relation between Inertial Measurement Unit (IMU) measurements and synchronization parameters, used in the trilateration algorithm to compute the position of the receiver. We take into account the IMU´s eventual biased behavior by introducing it into the state representation. We use a recently-developed, square-root derivative-free Gaussian nonlinear filter to solve the estimation problem.
Keywords :
Kalman filters; inertial navigation; nonlinear filters; satellite navigation; synchronisation; inertial measurement unit; receiver; square-root cubature Kalman filter; square-root derivative-free Gaussian nonlinear filter; synchronization parameters; trilateration algorithm; ultratight GNSS-INS integration; Communications Society; Filtering; Measurement units; Nonlinear filters; Position measurement; Q measurement; Satellite navigation systems; Stability; Tracking loops; Velocity measurement;
Conference_Titel :
Communications (ICC), 2010 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-6402-9
DOI :
10.1109/ICC.2010.5502037