Survey of maneuvering target tracking. Part V. Multiple-model methods

XR Li, VP Jilkov - IEEE Transactions on aerospace and …, 2005 - ieeexplore.ieee.org
This is the fifth part of a series of papers that provide a comprehensive survey of techniques
for tracking maneuvering targets without addressing the so-called measurement-origin …

[图书][B] Integrierte navigationssysteme: sensordatenfusion, GPS und inertiale navigation

J Wendel - 2007 - degruyter.com
A Sherman-Morrison-Woodbury- Formel Page 1 A Sherman-Morrison-WoodburyFormel
Gegeben ist eine Matrix A der Dimension n × n sowie zwei Matrizen B und C jeweils der …

Target tracking in wireless sensor networks based on the combination of KF and MLE using distance measurements

X Wang, M Fu, H Zhang - IEEE Transactions on mobile …, 2011 - ieeexplore.ieee.org
A common technical difficulty in target tracking in a wireless sensor network is that individual
homogeneous sensors only measure their distances to the target whereas the state of the …

Decorrelated unbiased converted measurement Kalman filter

S Bordonaro, P Willett… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Converted measurement tracking is a technique that filters in the coordinate system where
the underlying process of interest is linear and Gaussian and requires the measurements to …

Distributed estimation approach for tracking a mobile target via formation of UAVs

M Doostmohammadian, A Taghieh… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper considers distributed estimation methods to enable the formation of Unmanned-
Aerial-Vehicles (UAVs) that track a moving target. The UAVs (or agents) are equipped with …

A survey of maneuvering target tracking: approximation techniques for nonlinear filtering

XR Li, VP Jilkov - Signal and Data Processing of Small Targets …, 2004 - spiedigitallibrary.org
This is a part of Part VI (nonlinear filtering) of a series of papers that provide a
comprehensive survey of techniques for tracking maneuvering targets without addressing …

Evaluation of estimation algorithms part I: incomprehensive measures of performance

XR Li, Z Zhao - IEEE Transactions on Aerospace and Electronic …, 2006 - ieeexplore.ieee.org
Practical metrics for performance evaluation of estimation algorithms are discussed. A
variety of metrics useful for evaluating various aspects of the performance of an estimation …

Conjugate unscented transformation: Applications to estimation and control

N Adurthi, P Singla, T Singh - Journal of …, 2018 - asmedigitalcollection.asme.org
This paper presents a computationally efficient approach to evaluate multidimensional
expectation integrals. Specifically, certain nonproduct cubature points are constructed that …

Random-point-based filters: Analysis and comparison in target tracking

J Dunik, O Straka, M Simandl… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper compares state estimation techniques for nonlinear stochastic dynamic systems,
which are important for target tracking. Recently, several methods for nonlinear state …

Modeling and state estimation for dynamic systems with linear equality constraints

L Xu, XR Li, Z Duan, J Lan - IEEE Transactions on Signal …, 2013 - ieeexplore.ieee.org
The problem of modeling and estimation for linear equality constrained (LEC) systems is
considered. The exact constrained dynamic model usually is not readily available or is too …