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Gating techniques for maneuvering target tracking using an IMM-PDA filter are considered in this paper. Existing gating techniques, namely, Centralized Gating and Model Based Gating are reviewed and new gating techniques, called Model Probability Weighted Gating and Two-Stage Model Probability Weighted Gating, are proposed. A benchmark trajectory and a random scenario are considered for performance evaluation of the gating techniques in terms of RMS errors, percentage of track loss and computational load.

Original publication

DOI

10.1109/TAES.2002.1039426

Type

Journal article

Journal

IEEE Transactions on Aerospace and Electronic Systems

Publication Date

01/07/2002

Volume

38

Pages

1087 - 1097