4 citations · 9 across the 9 of their papers we have counts for
6 papers · 1 filter
On Communication-Efficient Multisensor Track Association via Measurement Transformation (Extended Version)
Haiqi Liu, Jiajie Sun, Xuqi Zhang +3
Multisensor track-to-track fusion for target tracking involves two primary operations: track association and estimation fusion. For estimation fusion, lossless measurement transfor…
Randomized Multiple Model Multiple Hypothesis Tracking
Haiqi Liu, Xiaojing Shen, Zhiguo Wang +4
This paper considers the data association problem for multi-target tracking. Multiple hypothesis tracking is a popular algorithm for solving this problem but it is NP-hard and is i…
Multiple-Source Ellipsoidal Localization Using Acoustic Energy Measurements
Fanqin Meng, Xiaojing Shen, Zhiguo Wang +4
In this paper, the multiple-source ellipsoidal localization problem based on acoustic energy measurements is investigated via set-membership estimation theory. When the probability…
Set-Membership Information Fusion for Multisensor Nonlinear Dynamic Systems
Zhiguo Wang, Xiaojing Shen, Yunmin Zhu
The set-membership information fusion problem is investigated for general multisensor nonlinear dynamic systems. Compared with linear dynamic systems and point estimation fusion in…
Distributed Detection Fusion via Monte Carlo Importance Sampling
Hang Rao, Xiaojing Shen, Yunmin Zhu +1
Distributed detection fusion with high-dimension conditionally dependent observations is known to be a challenging problem. When a fusion rule is fixed, this paper attempts to make…
Distributed Bayesian Detection Under Unknown Observation Statistics
Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu
In this paper, distributed Bayesian detection problems with unknown prior probabilities of hypotheses are considered. The sensors obtain observations which are conditionally depend…