Multi-armed bandit (MAB) problems are a class of sequential resource allocation problems concerned with allocating one or more resources among several alternative (competing) …
C Kreucher, K Kastella, AO Hero - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
This work addresses the problem of tracking multiple moving targets by recursively estimating the joint multitarget probability density (JMPD). Estimation of the JMPD is done in …
W Yi, MR Morelande, L Kong… - IEEE Journal of Selected …, 2013 - ieeexplore.ieee.org
This paper considers the multi-target tracking (MTT) problem through the use of dynamic programming based track-before-detect (DP-TBD) methods. The usual solution of this …
This paper considers the problem of simultaneously detecting and tracking multiple targets. The problem can be formulated in a Bayesian framework and solved, in principle, by …
O Erdinc, P Willett, Y Bar-Shalom - 2005 7th International …, 2005 - ieeexplore.ieee.org
Multiple target tracking techniques require data association that operates in conjunction with filtering. When multiple targets are closely spaced, the conventional approach …
This paper provides for new approaches to the processing of unresolved measurements as two direction-of-arrival (DOA) measurements for tracking closely spaced targets rather than …
W Yi, MR Morelande, L Kong… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Particle filter (PF) based multi-target tracking (MTT) methods suffer from the curse of dimensionality. Existing strategies to combat this assume posterior independence between …
X Zhang, PK Willett… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
If several closely spaced targets fall within the same radar beam and between two adjacent matched filter samples in range, monopulse information from both of these samples can and …
T Yang, A De Maio, J Zheng, T Su… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
This paper is focused on the detection and resolution of Unmanned Aerial Vehicles (UAVs) via a multi-channel phased-array radar with emphasis on the challenging situation where …