DocumentCode :
174787
Title :
Low-end MEMS IMU can contribute in GPS/INS deep integration
Author :
Yalong Ban ; Xiaoji Niu ; Tisheng Zhang ; Quan Zhang ; Wenfei Guo ; Hongping Zhang
Author_Institution :
GNSS Res. Center, Wuhan Univ., Wuhan, China
fYear :
2014
fDate :
5-8 May 2014
Firstpage :
746
Lastpage :
752
Abstract :
In a deeply-coupled GPS/INS integrated system, the use of the inertial aiding information can improve the tracking loop performance and make the system more robust. To meet this requirement, the inertial aiding information should have sufficient accuracy in short-term (such as the sampling interval of GPS, e.g. 1sec). The MEMS (Micro-Electro Mechanical System) IMU (Inertial Measurement Unit) can be a promising candidate due to its small size and low cost. There should be no doubt that MEMS INS (Inertial Navigation System) can aid the GPS receiver tracking loop by eliminating the dominant part of the motion dynamic stress, considering that the INS errors induced by the receiver motion dynamics is much less than the motion dynamic itself, when the receiver manoeuvres. So the only concern the side effect caused by MEMS INS, which determine whether MEMS IMU is qualified for deep integration, is its navigation error independent with the motion dynamics (i.e. manoeuvre-independent error). This paper assesses this side effect of MEMS INS in terms of providing Doppler aiding data in to the GPS carrier tracking loop through a thorough error propagation analysis. The Laplace transform analysis is applied to the simplified INS error dynamic equations under stationary condition and find out the transfer relation between the error sources and the velocity estimation errors. Then the velocity error is converted to Doppler aiding error and substitute into the GPS tracking loop to analyze the corresponding carrier phase error. Results show that the largest velocity error caused by maneuver-independent errors is less than 0.1m/s during the typical GPS update interval (e.g. 1 sec), which meets the real road test results. The consequent carrier phase tracking error caused by the maneuver-independent error of MEMS INS is below 1.2 degree, which is much less than receiver inherent errors (e.g. the oscillator error and thermal noise). Conclusion can be reached that even the low-end MEMS- IMUs have the ability of aiding the GPS receiver signal tracking although it induces some additional errors.
Keywords :
Doppler shift; Global Positioning System; Laplace transforms; error analysis; inertial navigation; micromechanical devices; Doppler aiding data; GPS receiver signal tracking; GPS receiver tracking loop; INS errors; Laplace transform analysis; carrier phase error; deeply-coupled GPS-INS integrated system; error propagation analysis; error sources; inertial aiding information; inertial measurement unit; inertial navigation system; low-end MEMS IMU; maneuver-independent errors; microelectromechanical system; motion dynamic stress; receiver motion dynamics; simplified INS error dynamic equations; tracking loop performance; velocity estimation errors; Dynamics; Equations; Global Positioning System; Mathematical model; Micromechanical devices; Receivers; Tracking loops; GPS/INS deep integration; INS error analysis; MEMS INS; manoeuvre-independent error;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Position, Location and Navigation Symposium - PLANS 2014, 2014 IEEE/ION
Conference_Location :
Monterey, CA
Print_ISBN :
978-1-4799-3319-8
Type :
conf
DOI :
10.1109/PLANS.2014.6851440
Filename :
6851440
Link To Document :
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