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Probabilistic Data Association-Feedback Particle Filter for Multiple Target Tracking Applications
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper is concerned with the problem of tracking single or multiple targets with multiple nontarget-specific observations (measurements). For such filtering problems with data association uncertainty, a novel feedback ...
Kalman Filter and Its Modern Extensions for the Continuous-Time Nonlinear Filtering Problem
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper is concerned with the filtering problem in continuous time. Three algorithmic solution approaches for this problem are reviewed: (i) the classical Kalman–Bucy filter, which provides an exact solution for the ...