Title :
Fractional order Kalman fuser
Author :
Xiao-Jun Sun; Guang-Ming Yan; Bo Zhang
Author_Institution :
Department of Automation, Heilongjiang University, Harbin, China
Abstract :
Based on the measurement fusion algorithm, a fractional order Kalman fuser is presented for the multisensor linear discrete time-varying fractional state-space systems with different measurement matrices and uncorrelated noises. It is rigorously proved that the fuser is numerically identical to the centralized fusion fractional order Kalman estimator, so that it has the global optimality. The simulation example for a 3-sensors time-varying fractional order system shows its effectiveness.
Keywords :
"Weight measurement","Time-varying systems","Noise measurement","Information filters","Fractional calculus"
Conference_Titel :
Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2015 12th International Computer Conference on
DOI :
10.1109/ICCWAMTIP.2015.7494029