Title :
Accurate navigation via sensor fusion of differential GPS and rate-gyro
Author :
Kobayashi, Kazuyuki ; Watanabe, Kajiro ; Munekata, F.
Author_Institution :
Coll. of Eng., Hosei Univ., Tokyo, Japan
Abstract :
An accurate positioning of vehicle leads to accurate navigation by which traffic transportation can become efficient. Differential Global Positioning System (DGPS) is one of the most practical navigation methods. This paper describes how to combine and/or fuse vehicle sensors to improve the position accuracy from the DGPS. The theoretical background for sensor fusion is the use of the Kalman filter. As an example of the proposed sensor fusion theory, we combine the optical gyro, wheel speed measurements that may include high frequency noises and the DGPS signal which due to circumstances is frequently suffers interference. Validity of the method was examined by a real automobile in real circumstances
Keywords :
Kalman filters; angular velocity measurement; automotive electronics; computerised navigation; fibre optic sensors; gyroscopes; radionavigation; satellite relay systems; sensor fusion; Differential Global Positioning System; Kalman filter; differential GPS; frequency noises; interference; navigation; optical gyro; positioning; rate-gyro; real automobile; sensor fusion; speed measurement; traffic transportation; vehicle sensors; Fuses; Global Positioning System; Navigation; Optical filters; Optical sensors; Sensor fusion; Sensor phenomena and characterization; Transportation; Vehicles; Wheels;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1994. IMTC/94. Conference Proceedings. 10th Anniversary. Advanced Technologies in I & M., 1994 IEEE
Conference_Location :
Hamamatsu
Print_ISBN :
0-7803-1880-3
DOI :
10.1109/IMTC.1994.351899