Title :
Research on time registration algorithms of multi-sensor fusion system
Author :
Wenjing, Yang ; Fan, Cui ; Xun, Li ; Jianping, Liu
Author_Institution :
Coll. of Machatronics Eng. & Autom., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
In the multi-sensor data fusion system, the data acquired by each sensor which will be fused should be at the same time level so that the correct state can be worked out. In this work, several usual time registration algorithms are analyzed and a new method based on the filtering algorithms is proposed. This proposed method can solve the time registration problem effectively and the results of simulation prove that the method has good performance.
Keywords :
Kalman filters; sensor fusion; Kalman filtering; filtering algorithm; multisensor data fusion system; time registration algorithm; Equations; Filtering; Mathematical model; Noise; Noise measurement; Q measurement; Time measurement; Kalman filtering; data fusion; time registration;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
DOI :
10.1109/CSAE.2011.5952505