Title :
A GPS Pseudorange Based Cooperative Vehicular Distance Measurement Technique
Author :
Yang, Daiqin ; Zhao, Fang ; Liu, Kai ; Hock Beng Lim ; Frazzoli, Emilio ; Rus, Daniela
Author_Institution :
Intell. Syst. Centre, Nanyang Technol. Univ., Singapore, Singapore
Abstract :
Accurate vehicular localization is important for various cooperative vehicle safety (CVS) applications such as collision avoidance, turning assistant, etc. In this paper, we propose a cooperative vehicular distance measurement technique based on the sharing of GPS pseudorange measurements and a weighted least squares method. The classic double difference pseudorange solution, which was originally designed for high-end survey level GPS systems, is adapted to low-end navigation level GPS receivers for its wide availability in ground vehicles. The Carrier to Noise Ratio (CNR) of raw pseudorange measurements are taken into account for noise mitigation. We present a Dedicated Short Range Communications (DSRC) based mechanism to implement the exchange of pseudorange information among neighboring vehicles. As demonstrated in field tests, our proposed technique increases the accuracy of the distance measurement significantly compared with the distance obtained from the GPS fixes.
Keywords :
Global Positioning System; collision avoidance; distance measurement; least mean squares methods; radionavigation; road safety; GPS pseudorange measurement; cooperative vehicle safety applications; cooperative vehicular distance measurement technique; dedicated short range communications; double difference pseudorange; pseudorange information; vehicular localization; weighted least squares method; Accuracy; Global Positioning System; Noise; Receivers; Satellite broadcasting; Satellites; Vehicles;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2012 IEEE 75th
Conference_Location :
Yokohama
Print_ISBN :
978-1-4673-0989-9
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2012.6240332