Abstract
A noise suppression method is developed for attitude determination using the global positioning system. The influence of noise on attitude determination application is analyzed to determine the relationship of errors. In order to suppress the noise, the total least squares method is utilized for double difference carrier phase measurements and unit vectors between satellites and antennas. Experimental results indicate that compared to the traditional least squares method without noise suppression, the accuracy of the measurement of attitude angles is increased by about 30-50%. The increased computation time of this method does not significantly influence the real time performance for land vehicle application.
| Original language | English |
|---|---|
| Pages (from-to) | 3985-3992 |
| Number of pages | 8 |
| Journal | Applied Mathematics and Computation |
| Volume | 217 |
| Issue number | 8 |
| DOIs | |
| Publication status | Published - 15 Dec 2010 |
Keywords
- Attitude determination
- Double difference
- Global positioning system
- Noise analysis
- Total least squares