Overview of generalized monopulse estimation

U Nickel - IEEE Aerospace and Electronic Systems Magazine, 2006 - ieeexplore.ieee.org
Monopulse is an established technique for radar angle estimation. One can show that
monopulse estimation is based on a general approximation derived from maximum …

Multi-armed bandit problems

A Mahajan, D Teneketzis - Foundations and applications of sensor …, 2008 - Springer
Multi-armed bandit (MAB) problems are a class of sequential resource allocation problems
concerned with allocating one or more resources among several alternative (competing) …

Multitarget tracking using the joint multitarget probability density

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 …

An efficient multi-frame track-before-detect algorithm for multi-target tracking

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 …

A Bayesian approach to multiple target detection and tracking

MR Morelande, CM Kreucher… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
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 …

Probability hypothesis density filter for multitarget multisensor tracking

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 …

Monopulse DOA estimation of two unresolved Rayleigh targets

WD Blair, M Brandt-Pearce - IEEE Transactions on Aerospace …, 2001 - ieeexplore.ieee.org
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 …

A computationally efficient particle filter for multitarget tracking using an independence approximation

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 …

Monopulse radar detection and localization of multiple unresolved targets via joint bin processing

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 …

An adaptive radar signal processor for UAVs detection with super-resolution capabilities

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 …