DECENTRALIZED LINEAR-ESTIMATION IN CORRELATED MEASUREMENT NOISE

被引:48
作者
ROY, S [1 ]
ILTIS, RA [1 ]
机构
[1] UNIV CALIF SANTA BARBARA,DEPT ELECT & COMP ENGN,SANTA BARBARA,CA 93106
关键词
D O I
10.1109/7.104265
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Some results and perspectives are provided on the (difficult!) problem of optimally combining estimates from different sensors when the measurement noise processes are correlated. A necessary and sufficient condition for optimality is presented for the case of static estimation. The result ties together previously reported work, and yields additional insights.
引用
收藏
页码:939 / 941
页数:3
相关论文
共 9 条
[1]   THE EFFECT OF THE COMMON PROCESS NOISE ON THE 2-SENSOR FUSED-TRACK COVARIANCE [J].
BARSHALOM, Y ;
CAMPO, L .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1986, 22 (06) :803-805
[2]   FEDERATED SQUARE ROOT FILTER FOR DECENTRALIZED PARALLEL PROCESSES [J].
CARLSON, NA .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1990, 26 (03) :517-525
[3]  
CHANG CB, 1979, IEEE T AUTOMATIC CON, V28, P242
[4]  
CHONG CY, 1979, 2ND P MIT ONR C3 WOR
[5]   DECENTRALIZED STRUCTURES FOR PARALLEL KALMAN FILTERING [J].
HASHEMIPOUR, HR ;
ROY, S ;
LAUB, AJ .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1988, 33 (01) :88-94
[6]   DECENTRALIZED FILTERING AND REDUNDANCY MANAGEMENT FOR MULTISENSOR NAVIGATION [J].
KERR, T .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1987, 23 (01) :83-119
[7]  
LEWIS TO, 1971, ESTIMATION LINEAR MO, pCH3
[8]   SQUARE ROOT PARALLEL KALMAN FILTERING USING REDUCED-ORDER LOCAL FILTERS [J].
ROY, S ;
HASHEMI, RH ;
LAUB, AJ .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1991, 27 (02) :276-289
[9]   COMPUTATION AND TRANSMISSION REQUIREMENTS FOR A DECENTRALIZED LINEAR-QUADRATIC-GAUSSIAN CONTROL PROBLEM [J].
SPEYER, JL .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1979, 24 (02) :266-269