2 papers
cs.LG2025
Kernel-Based Ensemble Gaussian Mixture Probability Hypothesis Density Filter
Dalton Durant, Renato Zanetti
In this work, a kernel-based Ensemble Gaussian Mixture Probability Hypothesis Density (EnGM-PHD) filter is presented for multi-target filtering applications. The EnGM-PHD filter co…
stat.ME2024
What are You Weighting For? Improved Weights for Gaussian Mixture Filtering With Application to Cislunar Orbit Determination
Dalton Durant, Andrey A. Popov, Renato Zanetti
This work focuses on the critical aspect of accurate weight computation during the measurement incorporation phase of Gaussian mixture filters. The proposed novel approach computes…