Title :
Self-regulated GPS navigation processor
Author :
Lee, Horng-wen ; Meng, Teresa H.
Author_Institution :
Center for Integrated Syst., Stanford Univ., CA, USA
Abstract :
We implement a navigation processor for the stand-alone global positioning system (GPS). We develop a behavior observer to monitor user dynamics and to aid a Kalman filter performing continuous position and speed estimates. The behavior observer consists of a fast observer and a signal detector. The fast observer tracks user maneuvers. The signal detector compares outputs of the fast observer and the Kalman filter to determine user dynamics and corrects operations of the Kalman filter. Simulations using fixed-point arithmetic demonstrate that dramatic improvements on tracking ability can be achieved without degradation in steady-state position accuracy
Keywords :
Global Positioning System; Kalman filters; digital signal processing chips; monitoring; signal detection; tracking filters; GPS; Kalman filter; behavior observer; fixed-point arithmetic; global positioning system; navigation processor; position estimates; signal detector; simulations; speed estimates; tracking ability; user dynamic monitoring; Degradation; Demodulation; Detectors; Fixed-point arithmetic; Global Positioning System; Kalman filters; Monitoring; Navigation; Radio frequency; Radio navigation; Receivers; Satellite broadcasting; Satellite navigation systems; Signal detection; Steady-state;
Conference_Titel :
Signal Processing Systems, 1998. SIPS 98. 1998 IEEE Workshop on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-4997-0
DOI :
10.1109/SIPS.1998.715795