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Distributed multirate interacting multiple model fusion (DMRIMMF) with application to out-of-sequence GMTI data

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3 Author(s)
Lang Hong ; Dept. of Electr. Eng., Wright State Univ., Dayton, OH, USA ; Shan Cong ; D. Wicker

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.

Published in:

IEEE Transactions on Automatic Control  (Volume:49 ,  Issue: 1 )