Improved particle filters for multi-target tracking

DOI10.1016/j.jcp.2011.09.023zbMath1243.65011arXiv1006.3100OpenAlexW2085342124MaRDI QIDQ418990

Panos Stinis, Vasileios Maroulas

Publication date: 30 May 2012

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1006.3100

zbMATH Keywords

numerical resultsMarkov chain Monte Carlo methodstochastic differential equationshomotopy methodsparticle filtermulti-target tracking

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Stochastic ordinary differential equations (aspects of stochastic analysis) (60H10) Numerical analysis or methods applied to Markov chains (65C40) Ordinary differential equations and systems with randomness (34F05) Computational methods for stochastic equations (aspects of stochastic analysis) (60H35) Numerical solutions to stochastic differential and integral equations (65C30)

Related Items (7)

A drift homotopy implicit particle filter method for nonlinear filtering problems ⋮ Error analysis of stochastic flight trajectory prediction models ⋮ Improved distributed particle filters for tracking in a wireless sensor network ⋮ Lévy Backward SDE Filter for Jump Diffusion Processes and Its Applications in Material Sciences ⋮ A Bayesian Topological Framework for the Identification and Reconstruction of Subcellular Motion ⋮ Tracking rapid intracellular movements: a Bayesian random set approach ⋮ Uncertainty modelling and computational aspects of data association

Cites Work

• Unnamed Item
• Unnamed Item
• Implicit particle filters for data assimilation
• Conditional path sampling for stochastic differential equations through drift relaxation
• Particle filtering with path sampling and an application to a bimodal ocean current model
• Tracking and data association
• Sequential Monte Carlo Methods in Practice
• Assignment Problems
• Sequential Monte Carlo Methods for Dynamic Systems
• Monte Carlo strategies in scientific computing
• Generalized homotopy approach to multiobjective optimization.

This page was built for publication: Improved particle filters for multi-target tracking