High-Rate GPS Velocity and Acceleration Determination in Highly Dynamic Flights

authored by: C. Bischof, S. Schön
Abstract: GPS receivers typically have update rates of at least 1 Hz at which error characteristics are relatively well known. Therefore, the update rate is usually well below the bandwidth of the phase lock loop, which in theory, when neglecting the impact of atmospheric fluctuations or multipath, results in stochastically independent carrier phase measurements. However, for GPS receivers with update rates up to 100 Hz, the probability of correlations stemming from the receiver is severely increased. Consequently, its impact on high rate position, velocity and acceleration estimates need to be assessed. This contribution investigates the stochastic characteristics of GPS L1 double difference, GPS D1 Doppler and time-differenced GPS D1 Doppler measurements during static and kinematic periods, for measurement update rates from 0.1 Hz to 100 Hz. This information is used to set up a position, velocity, acceleration and time Extended Kalman Filter. Systematic errors during high dynamic stress situations are then characterized based on the comparison of the PVAT EKF solution against an IMU derived solution in a controlled environment of a shaking table. Finally, preliminary acceleration results from a short section of a flight trajectory are shown.
Organisation(s): Institute of Geodesy
Type: Conference contribution
Pages: 3069-3076
No. of pages: 8
Publication date: 2015
Publication status: Published
Peer reviewed: Yes
ASJC Scopus subject areas: Computer Science Applications, Electrical and Electronic Engineering, Software
Electronic version(s): https://www.ion.org/sign-in.cfm (Access: Restricted)
: Details in the research portal "Research@Leibniz University"

BibTeX

@inproceedings{763503d0187248d9b23f772b10aeff22,
title = "High-Rate GPS Velocity and Acceleration Determination in Highly Dynamic Flights",
abstract = "GPS receivers typically have update rates of at least 1 Hz at which error characteristics are relatively well known. Therefore, the update rate is usually well below the bandwidth of the phase lock loop, which in theory, when neglecting the impact of atmospheric fluctuations or multipath, results in stochastically independent carrier phase measurements. However, for GPS receivers with update rates up to 100 Hz, the probability of correlations stemming from the receiver is severely increased. Consequently, its impact on high rate position, velocity and acceleration estimates need to be assessed. This contribution investigates the stochastic characteristics of GPS L1 double difference, GPS D1 Doppler and time-differenced GPS D1 Doppler measurements during static and kinematic periods, for measurement update rates from 0.1 Hz to 100 Hz. This information is used to set up a position, velocity, acceleration and time Extended Kalman Filter. Systematic errors during high dynamic stress situations are then characterized based on the comparison of the PVAT EKF solution against an IMU derived solution in a controlled environment of a shaking table. Finally, preliminary acceleration results from a short section of a flight trajectory are shown.",
author = "C. Bischof and S. Sch{\"o}n",
year = "2015",
language = "English",
pages = "3069--3076",
booktitle = "Proceedings of the 28th International Technical Meeting of the Satellite Division of The Institute of Navigation",
publisher = "Institute of Navigation",
note = "28th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2015 ; Conference date: 14-09-2015 Through 18-09-2015",
}