Title :
Square-root information filter based sensor data fusion algorithm
Author :
Raol, J.R. ; Girija, G.
Author_Institution :
Div. of Flight Mech. & Control., Nat. Aerosp. Labs., Bangalore, India
Abstract :
In this paper the square-root information filter is studied for possible application to sensor data fusion process. Sensor data fusion is gaining increasing importance in modern technologies. The merit of the information fusion approach is that the fusion at measurement level is quite straightforward. The implementation of a square-root filter should be useful for numerical accuracy, reliability and stability. A typical result of fusion using simulated and real data is given.
Keywords :
filtering theory; sensor fusion; measurement level fusion; numerical accuracy; reliability; sensor data fusion; sensor data fusion algorithm; square-root information filter; stability; Computer architecture; Filtering algorithms; Information filtering; Information filters; Laboratories; Remote monitoring; Sensor fusion; Sensor phenomena and characterization; Signal processing algorithms; System identification;
Conference_Titel :
Industrial Technology 2000. Proceedings of IEEE International Conference on
Print_ISBN :
0-7803-5812-0
DOI :
10.1109/ICIT.2000.854088