Novel Bayesian Track-Before-Detection for Drones Based VB-Multi-Bernoulli Filter and a GIGM Implementation

Joint detection and tracking of drones is a challenging radar technology; especially estimating their states with unknown measurement variances. The Bayesian track-before-detect (TBD) approach is an efficient way to detect low observable targets. In this paper, we proposed a new variational Bayesian...

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Bibliographic Details
Main Authors: I. M. Salim, M. Barbary, M. H. Abd El-azeem
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2020-06-01
Series:Radioengineering
Subjects:
Online Access:https://www.radioeng.cz/fulltexts/2020/20_02_0397_0404.pdf