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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 …
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
Underwater surveillance has traditionally been carried out by means of surface and
undersea manned vessels equipped with advanced sensor systems. This approach is often …
undersea manned vessels equipped with advanced sensor systems. This approach is often …
Message passing algorithms for scalable multitarget tracking
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 …
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 …
space of finite sets of targets. Compared to the well-established optimal sub-pattern …
[PDF][PDF] Multitarget tracking
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 …
and their states or trajectories from noisy sensor measurements. MTT has a long history …
A belief propagation algorithm for multipath-based SLAM
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 …
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
We propose an algorithm for tracking an unknown number of targets based on
measurements provided by multiple sensors. Our algorithm achieves low computational …
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 …
methods that avoid data association. This paper derives a form of the full Bayes RFS filter …
Scalable detection and tracking of geometric extended objects
Multiobject tracking provides situational awareness that enables new applications for
modern convenience, public safety, and homeland security. This paper presents a factor …
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
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 …
applications makes it a significant computer vision problem. While visual tracking of objects …