Search Results for author: Hongqi Fan

Found 5 papers, 0 papers with code

Fast Marginalized Block Sparse Bayesian Learning Algorithm

no code implementations21 Nov 2012 Benyuan Liu, Zhilin Zhang, Hongqi Fan, Qiang Fu

One typical correlation structure is the intra-block correlation in block sparse signals.

The Annealing Sparse Bayesian Learning Algorithm

no code implementations5 Sep 2012 Benyuan Liu, Hongqi Fan, Zaiqi Lu, Qiang Fu

The performance such as NMSE and F-measure can be greatly improved due to the annealing technique.

From Target Tracking to Targeting Track: A Data-Driven Yet Analytical Approach to Joint Target Detection and Tracking

no code implementations20 Apr 2021 Tiancheng Li, Yan Song, Hongqi Fan

This paper addresses the problem of real-time detection and tracking of a non-cooperative target in the challenging scenario with almost no a-priori information about target birth, death, dynamics and detection probability.

Arithmetic Average Density Fusion -- Part III: Heterogeneous Unlabeled and Labeled RFS Filter Fusion

no code implementations12 Mar 2023 Tiancheng Li, Ruibo Yan, Kai Da, Hongqi Fan

This paper proposes a heterogenous density fusion approach to scalable multisensor multitarget tracking where the inter-connected sensors run different types of random finite set (RFS) filters according to their respective capacity and need.

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