DocumentCode
858013
Title
Distributed multirate interacting multiple model fusion (DMRIMMF) with application to out-of-sequence GMTI data
Author
Hong, Lang ; Cong, Shan ; Wicker, Devert
Author_Institution
Dept. of Electr. Eng., Wright State Univ., Dayton, OH, USA
Volume
49
Issue
1
fYear
2004
Firstpage
102
Lastpage
107
Abstract
This note develops a distributed approach for fusing ground moving target indicator data with out-of-sequence (OOS) measurements. A multirate interacting multiple model (MRIMM) fusion algorithm is developed for effectively fusing multirate information. The multirate approach provides an excellent framework for efficient information retrodiction and forward update. A multirate interacting multiple model filter is employed locally to track a target with or without maneuvering behavior. The combination of global MRIMM fusion and local MRIMM tracking proves to be powerful for tracking and fusing maneuvering and nonmaneuvering targets in an environment of OOS measurement reporting.
Keywords
filtering theory; military radar; radar signal processing; radar tracking; search radar; sensor fusion; target tracking; tracking filters; distributed multirate interacting multiple model fusion; ground moving target indicator; maneuvering fusion; multirate information fusion; multirate interacting multiple model filter; nonmaneuvering targets; out-of-sequence measurements; target tracking; Delay effects; Filtering algorithms; Force sensors; Laboratories; Radar measurements; Radar tracking; Surveillance; Target recognition; Target tracking; Time measurement;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2003.821410
Filename
1259465
Link To Document