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In this letter, we consider the distributed multi-target tracking through the use of multi-Bernoulli based on generalized Covariance Intersection (G-CI). However, the G-CI fusion of two multi-Bernoulli posterior distributions does not admit an closed-form expression. To solve this problem, we firstly approximate the fused posterior as an unlabeled version of δ-generalized labelled multi-Bernoulli...
Coded pulse compression waveforms with matched filtering suffer from range sidelobe interferences. In this paper, we consider the estimating technique with side lobe suppression capability known as the linear minimum mean square error (LMMSE) based reiterated filtering, i.e. the adaptive pulse compression (APC). We derive the theoretical amplitude probability density function (PDF) of the APC estimation...
We deal with the performance prediction of the conventional cell-averaging constant false alarm rate (CA-CFAR) detector in the presence of non-independent identically distributed (non-iid) target backscattered echoes. Accounting for the generalized Swerling-Chi fluctuation target model, we develop the analytical expressions for the target detection probability for CA-CFAR detector. Finally, we assess...
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