[HTML][HTML] Radar sensor network resource allocation for fused target tracking: A brief review

J Yan, H Jiao, W Pu, C Shi, J Dai, H Liu - Information Fusion, 2022 - Elsevier
Traditional networked radar fusion technology adopts an open-loop signal processing
manner, in which multiple nodes independently detect or track target first, and then send …

Recent developments on target tracking problems: A review

M Kumar, S Mondal - Ocean Engineering, 2021 - Elsevier
Recent progresses in the target tracking technology have changed current unmanned
systems into a realistic substitute to the conventional tracking systems. In this paper, existing …

Multi-sensor multi-object tracking with the generalized labeled multi-Bernoulli filter

BN Vo, BT Vo, M Beard - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
This paper proposes an efficient implementation of the multi-sensor generalized labeled
multi-Bernoulli (GLMB) filter. Like its single-sensor counterpart, such implementation …

Decomposed POMDP optimization-based sensor management for multi-target tracking in passive multi-sensor systems

Y Zhu, S Liang, M Gong, J Yan - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
This paper presents an efficient information-theoretic sensor management method to
maximize the performance of the passive multi-sensor system for multi-target tracking. We …

Multiple object tracking in unknown backgrounds with labeled random finite sets

YG Punchihewa, BT Vo, BN Vo… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes an online multiple object tracker that can operate under unknown
detection profile and clutter rate. In a majority of multiple object tracking applications, model …

Multi-sensor control for multi-object Bayes filters

X Wang, R Hoseinnezhad, AK Gostar, T Rathnayake… - Signal Processing, 2018 - Elsevier
Sensor management in multi-object stochastic systems is a theoretically and
computationally challenging problem. This paper presents a new approach to the multi …

Multi-objective multi-agent planning for jointly discovering and tracking mobile objects

H Van Nguyen, H Rezatofighi, BN Vo… - Proceedings of the …, 2020 - ojs.aaai.org
We consider the challenging problem of online planning for a team of agents to
autonomously search and track a time-varying number of mobile objects under the practical …

Constrained sensor control for labeled multi-Bernoulli filter using Cauchy-Schwarz divergence

AK Gostar, R Hoseinnezhad… - IEEE Signal …, 2017 - ieeexplore.ieee.org
A constrained sensor control method is presented for multiobject tracking using labeled multi-
Bernoulli filters. The proposed framework is based on a novel approximation of the Cauchy …

Centralized multiple-view sensor fusion using labeled multi-Bernoulli filters

X Wang, AK Gostar, T Rathnayake, B Xu… - Signal Processing, 2018 - Elsevier
This paper presents a novel method for track-to-track fusion to integrate multiple-view sensor
data in a centralized sensor network. The proposed method overcomes the drawbacks of the …

Resolvable group target tracking via multi-Bernoulli filter and its application to sensor control scenario

G Li, G Li, Y He - IEEE Transactions on Signal Processing, 2022 - ieeexplore.ieee.org
In this paper, we address the problem of resolvable group target tracking (RGTT) and the
application of RGTT in the sensor control scenarios. The aim of our approach is to further …