IMPROVEMENT OF ACCURACY FOR THE DETERMINATION OF TRANSIENT SIGNALS USING THE KALMAN FILTER .1. SIMULATIONS

被引:5
作者
BRINDLE, ID
ZHENG, SG
机构
关键词
KALMAN FILTER; WHITE NOISE REDUCTION; TRANSIENT SIGNAL; SIMULATION;
D O I
10.1039/an9921701925
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The Kalman filter, a mathematical procedure for white noise reduction, has been developed for use with transient signals. In simulations of the type of signals that are generated by batch hydride generators, flow injection, and other systems, the Kalman filter effectively removes the noise to reveal the signal. A particular advantage of this development of the Kalman filter is the elimination of the so-called initial guesses of the values of the variance (P0) and estimated value (X0).
引用
收藏
页码:1925 / 1928
页数:4
相关论文
共 6 条
[1]   RESOLUTION OF OVERLAPPED ELECTROCHEMICAL PEAKS WITH THE USE OF THE KALMAN FILTER [J].
BROWN, TF ;
BROWN, SD .
ANALYTICAL CHEMISTRY, 1981, 53 (09) :1410-1417
[2]  
FANG ZG, 1987, COMPUTER SIMULATION, P237
[3]  
Gold B., 1969, DIGITAL PROCESSING S
[4]  
Jazwinski A. H., 2007, STOCHASTIC PROCESSES
[5]   THE KALMAN FILTER AS AN ONLINE DRIFT COMPENSATOR IN MULTICOMPONENT ANALYSIS DETERMINATIONS [J].
POULISSE, HNJ ;
ENGELEN, P .
ANALYTICAL LETTERS PART A-CHEMICAL ANALYSIS, 1980, 13 (14) :1211-1234
[6]  
POULISSE HNJ, 1979, ANAL CHIM ACTA, V112, P361