Doppler Frequency Estimation for a Maneuvering Target Being Tracked by Passive Radar Using Particle Filter

In this paper, we estimate Doppler frequency of a maneuvering target being tracked by passive radar using two types of particle filter, the first is “Maximum Likelihood Particle Filter” (MLPF) and the second is “Minimum Variance Particle filter” (MVPF). By simulating the passive radar system that ha...

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Bibliographic Details
Published in:Journal of Communications Software and Systems 2020-12, Vol.16 (4), p.279-284
Main Authors: Almanofi, Anas M., Malki, Adnan, Kazem, Ali
Format: Article
Language:English
Subjects:
Doppler Frequency, Maneuvering Target, Maximum Likelihood Particle Filter, Minimum Variance Particle Filter
maneuvering target
maximum likelihood particle filter
minimum variance particle filter
Passive Radar
passive radar
doppler frequency
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Summary:In this paper, we estimate Doppler frequency of a maneuvering target being tracked by passive radar using two types of particle filter, the first is “Maximum Likelihood Particle Filter” (MLPF) and the second is “Minimum Variance Particle filter” (MVPF). By simulating the passive radar system that has the bistatic geometry “Digital Video Broadcasting-Terrestrial (DVB-T) transmitter / receiver” with these two types, we can estimate the Doppler frequency of the maneuvering target and compare the simulation results for deciding which type gives better performance.
ISSN:1845-6421
1846-6079
DOI:10.24138/jcomss.v16i4.1097