Tractable Approximation of Labeled Multi-Object Posterior Densities

Thi Hong Thai Nguyen, Ba-Ngu Vo, Ba-Tuong Vo

Multi-object estimation in state-space models (SSMs) wherein the system state is represented as a finite set has attracted significant interest in recent years. In Bayesian inferen…