5 citations · 15 across the 11 of their papers we have counts for
11 papers
Koopman Lifting with Certified Error Bounds for Joint Inference in Nonlinear Networks
Chuansen Peng, Xiaojing Shen, Yunmin Zhu
Jointly inferring latent node states and unknown network topology in nonlinear graphical dynamical systems is a fundamental yet largely unsolved problem, where the mutual entanglem…
Seamless Tracking of Group Targets and Ungrouped Targets Using Belief Propagation
Xuqi Zhang, Fanqin Meng, Haiqi Liu +2
This paper considers the problem of tracking a large-scale number of group targets. Usually, multi-target in most tracking scenarios are assumed to have independent motion and are…
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…
Dual Set Membership Filter with Minimizing Nonlinear Transformation of Ellipsoid
Zhiguo Wang, Xiaojing Shen, Haiqi Liu +2
In this paper, we propose a dual set membership filter for nonlinear dynamic systems with unknown but bounded noises, and it has three distinctive properties. Firstly, the nonlinea…
On Equivalence and Computational Efficiency of the Major Relaxation Methods for Minimum Ellipsoid Containing the Intersection of Ellipsoids
Zhiguo Wang, Xiaojing Shen, Yunmin Zhu
This paper investigates the problem on the minimum ellipsoid containing the intersection of multiple ellipsoids, which has been extensively applied to information science, target t…
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…