Title :
Research of GPS/DR vehicle integration based on wavelets filter
Author :
Guixing Zheng ; Luyuan Liu ; Guibo Zheng ; Yaosong Han ; Xi Chen
Author_Institution :
Tianjin University
Abstract :
According to multi-resolution theory of wavelet, in order to filter, de-noise and to distill the character of signal effectively, The GPS/DR(Global Position System/dead Reckoning) signal was decomposed and constructed with the application of wavelet matching method. Without needing exact statistical model of noise, the data is fused in wavelet fields. The parameters and biases of sensors are adjusted and the navigation precision is improved. The device composed of Jupiter GPS and LR-46 piezoelectricity gyro was designed. The experiments were carried out and the results showed that processing the data in wavelet fields can obtain satisfying location precision.
Keywords :
Band pass filters; Filtering theory; Focusing; Fourier transforms; Frequency; Global Positioning System; Matched filters; Navigation; Signal processing; Vehicles; GPS/DR; Integration; Wavelet filter;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Conference_Location :
Hangzhou, China
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1340928