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Recursive Sliding-Window Algorithm for Constrained Multiple-Model MAP Estimation

Published • Jul 1, 2018
NobleIDNI5P58W08R21S18
Authors:
Jeffrey H. Ledet
,
Vesselin P. Jilkov
,
X. Rong Li

Abstract

In this paper, we propose a new algorithm for a recursive implementation of constrained multiple model (MM) maximum a posteriori (MAP) estimation. The recursive procedure is formulated in a sliding window fashion, where the measurements are processed sequentially. For each recursion, an iterative al...

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