Title :
Application of fixed interval smoothing to GPS/DR integrated navigation system
Author :
Yang, Yanjuan ; Jin, Zhihua ; Tian, Weifeng ; Qian, Feng
Author_Institution :
Coll. of Ind. Equip. & Control Eng., South China Univ. of Technol., Guangzhou, China
Abstract :
This paper describes an application of R-T-S fixed interval optimal smoothing technique in GPS/DR integrated navigation system. Usually, a Kalman filter is used to estimate the navigation parameters of GPS/DR integrated navigation system. The precision of optimal smoothing is higher than that of Kalman filter from the theories point of view. So this paper uses R-T-S smoothing technique to test and evaluate GPS/DR integrated navigation system via post processing of navigation system via post processing of navigation data. The semi-physical simulation is implemented on computer with the static test data given by GPS and DR. The results show that R-T-S smoothing can effectively test and evaluate the GPS/DR integrated navigation system accuracy, and it is a valid post processing method.
Keywords :
Global Positioning System; Kalman filters; navigation; parameter estimation; smoothing methods; GPS/DR integrated navigation system; Kalman filter; R-T-S smoothing technique; fixed interval optimal smoothing technique; fixed interval smoothing; navigation parameters; post processing method; semiphysical simulation; Filters; Global Positioning System; Helium; Inertial navigation; Intelligent transportation systems; Parameter estimation; Sampling methods; Smoothing methods; Stability; System testing;
Conference_Titel :
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN :
0-7803-8125-4
DOI :
10.1109/ITSC.2003.1252641