A survey of recent advances in particle filters and remaining challenges for multitarget tracking

X Wang, T Li, S Sun, JM Corchado - Sensors, 2017 - mdpi.com
We review some advances of the particle filtering (PF) algorithm that have been achieved in
the last decade in the context of target tracking, with regard to either a single target or …

Cooperative robotic networks for underwater surveillance: an overview

G Ferri*, A Munafò*, A Tesei, P Braca… - IET Radar, Sonar & …, 2017 - Wiley Online Library
Underwater surveillance has traditionally been carried out by means of surface and
undersea manned vessels equipped with advanced sensor systems. This approach is often …

Message passing algorithms for scalable multitarget tracking

F Meyer, T Kropfreiter, JL Williams, R Lau… - Proceedings of the …, 2018 - ieeexplore.ieee.org
Situation-aware technologies enabled by multitarget tracking will lead to new services and
applications in fields such as autonomous driving, indoor localization, robotic networks, and …

Generalized optimal sub-pattern assignment metric

AS Rahmathullah… - 2017 20th …, 2017 - ieeexplore.ieee.org
This paper presents the generalized optimal sub-pattern assignment (GOSPA) metric on the
space of finite sets of targets. Compared to the well-established optimal sub-pattern …

[PDF][PDF] Multitarget tracking

B Vo, M Mallick, Y Bar-Shalom… - … of electrical and …, 2015 - baili**.github.io
Multitarget tracking (MTT) refers to the problem of jointly estimating the number of targets
and their states or trajectories from noisy sensor measurements. MTT has a long history …

A belief propagation algorithm for multipath-based SLAM

E Leitinger, F Meyer, F Hlawatsch… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
We present a simultaneous localization and map** (SLAM) algorithm that is based on
radio signals and the association of specular multipath components (MPCs) with geometric …

A scalable algorithm for tracking an unknown number of targets using multiple sensors

F Meyer, P Braca, P Willett… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
We propose an algorithm for tracking an unknown number of targets based on
measurements provided by multiple sensors. Our algorithm achieves low computational …

Marginal multi-Bernoulli filters: RFS derivation of MHT, JIPDA, and association-based MeMBer

JL Williams - IEEE Transactions on Aerospace and Electronic …, 2015 - ieeexplore.ieee.org
Recent developments in random finite sets (RFSs) have yielded a variety of tracking
methods that avoid data association. This paper derives a form of the full Bayes RFS filter …

Scalable detection and tracking of geometric extended objects

F Meyer, JL Williams - IEEE Transactions on Signal Processing, 2021 - ieeexplore.ieee.org
Multiobject tracking provides situational awareness that enables new applications for
modern convenience, public safety, and homeland security. This paper presents a factor …

[HTML][HTML] Multi-camera multi-object tracking: a review of current trends and future advances

TI Amosa, P Sebastian, LI Izhar, O Ibrahim, LS Ayinla… - Neurocomputing, 2023 - Elsevier
The nascent applicability of multi-camera tracking (MCT) in numerous real-world
applications makes it a significant computer vision problem. While visual tracking of objects …