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Robust power allocation for resource-aware multi-target tracking with colocated MIMO radars
Power allocation is an essential part of the design of colocated multiple-input and multiple-
output (C-MIMO) radar systems for multi-target tracking (MTT). A widely adopted power …
output (C-MIMO) radar systems for multi-target tracking (MTT). A widely adopted power …
Multisensor resource deployment using posterior Cramér-Rao bounds
The development of a general framework for the systematic management of multiple sensors
in target tracking in the presence of clutter is described. The basis of the technique is to …
in target tracking in the presence of clutter is described. The basis of the technique is to …
PCRLB for tracking in cluttered environments: Measurement sequence conditioning approach
We consider the problem of calculating the posterior Cramer-Rao lower bound (PCRLB) for
tracking in cluttered domains in which there can be both missed detections and false alarms …
tracking in cluttered domains in which there can be both missed detections and false alarms …
Large-scale optimal sensor array management for multitarget tracking
In this paper, we are concerned with the problem of utilizing a large network of sensors in
order to track multiple targets. Large-scale sensor array management has applications in a …
order to track multiple targets. Large-scale sensor array management has applications in a …
Distributed particle filter implementation with intermittent/irregular consensus convergence
A Mohammadi, A Asif - IEEE Transactions on Signal Processing, 2013 - ieeexplore.ieee.org
Motivated by non-linear, non-Gaussian, distributed multi-sensor/agent navigation and
tracking applications, we propose a multi-rate consensus/fusion based framework for …
tracking applications, we propose a multi-rate consensus/fusion based framework for …
A queue-stabilizing framework for networked multi-robot exploration
Motivated by planetary exploration, we consider the problem of deploying a network of
mobile robots to explore an unknown environment and share information with a stationary …
mobile robots to explore an unknown environment and share information with a stationary …
A comparison of two Crame/spl acute/r-Rao bounds for nonlinear filtering with P/sub d/< 1
The paper presents a comparative study of two recently reported Crame/spl acute/r-Rao
lower bounds (CRLBs) for nonlinear filtering, both applicable when the probability of …
lower bounds (CRLBs) for nonlinear filtering, both applicable when the probability of …
Measurement level AIS/radar fusion
In maritime surveillance, messages from radar and the Automatic Identification System (AIS)
receivers are used for vessel trafficking and monitoring. The common trend is to use radars …
receivers are used for vessel trafficking and monitoring. The common trend is to use radars …
Posterior Cramer-Rao bounds for multi-target tracking
C Hue, JP Le Cadre, P Perez - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
This study is concerned with multi-target tracking (MTT). The Cramer-Rao lower bound
(CRB) is the basic tool for investigating estimation performance. Though basically defined …
(CRB) is the basic tool for investigating estimation performance. Though basically defined …
Closed-form posterior Cramér-Rao bounds for bearings-only tracking
T Bréhard, JP Le Cadre - IEEE Transactions on Aerospace and …, 2007 - ieeexplore.ieee.org
We address the classical bearings-only tracking problem (BOT) for a single object, which
belongs to the general class of nonlinear filtering problems. Recently, algorithms based on …
belongs to the general class of nonlinear filtering problems. Recently, algorithms based on …