2 citations · 3 across the 7 of their papers we have counts for
7 papers
Classification-Aided Robust Multiple Target Tracking Using Neural Enhanced Message Passing
Xianglong Bai, Zengfu Wang, Quan Pan +2
We address the challenge of tracking an unknown number of targets in strong clutter environments using measurements from a radar sensor. Leveraging the range-Doppler spectra inform…
Variational Nonlinear Kalman Filtering with Unknown Process Noise Covariance
Hua Lan, Jinjie Hu, Zengfu Wang +1
Motivated by the maneuvering target tracking with sensors such as radar and sonar, this paper considers the joint and recursive estimation of the dynamic state and the time-varying…
Robust Multitarget Tracking in Interference Environments: A Message-Passing Approach
Xianglong Bai, Hua Lan, Zengfu Wang +3
Multitarget tracking in the interference environments suffers from the nonuniform, unknown and time-varying clutter, resulting in dramatic performance deterioration. We address thi…
OTHR multitarget tracking with a GMRF model of ionospheric parameters
Zhen Guo, Zengfu Wang, Hua Lan +2
The ionosphere is the propagation medium for radio waves transmitted by an over-the-horizon radar (OTHR). Ionospheric parameters, typically, virtual ionospheric heights (VIHs), are…
Measurement-Level Fusion for OTHR Network Using Message Passing
Hua Lan, Zengfu Wang, Xianglong Bai +2
Tracking an unknown number of targets based on multipath measurements provided by an over-the-horizon radar (OTHR) network with a statistical ionospheric model is complicated, whic…
A Message Passing Approach for Multiple Maneuvering Target Tracking
Hua Lan, Jirong Ma, Zengfu Wang +2
This paper considers the problem of detecting and tracking multiple maneuvering targets, which suffers from the intractable inference of high-dimensional latent variables that incl…
Joint Target Detection and Tracking in Multipath Environment: A Variational Bayesian Approach
Hua Lan, Shuai Sun, Zengfu Wang +2
We consider multitarget detection and tracking problem for a class of multipath detection system where one target may generate multiple measurements via multiple propagation paths,…