DocumentCode
720496
Title
Airborne multisensor management for multitarget tracking
Author
Youngjoo Kim ; Hyochoong Bang
Author_Institution
Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fYear
2015
fDate
9-12 June 2015
Firstpage
751
Lastpage
756
Abstract
This paper proposed a framework for airborne multisensor management for multitarget tracking, considering each of multiple unmanned aircraft as a sensor. The purpose of the algorithm is to quantify the performance of the multitarget tracking and to determine the time and location of the sensor deployment. Utilizing the posterior Cramer-Rao lower bound, the inverse of the Fisher information matrix, the performance metric and the optimization technique for the airborne sensor system are newly defined. An example for implementing the proposed multisensor management algorithm is given with simulation results.
Keywords
aircraft control; autonomous aerial vehicles; matrix algebra; optimisation; sensor fusion; sensor placement; target tracking; Cramer-Rao lower bound; Fisher information matrix; airborne multisensor management; airborne sensor system; multitarget tracking; optimization technique; performance metric; sensor deployment location; sensor deployment time; unmanned aircraft; Atmospheric modeling; Covariance matrices; Mathematical model; Multisensor systems; Optimization; Target tracking; Unmanned aerial vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Unmanned Aircraft Systems (ICUAS), 2015 International Conference on
Conference_Location
Denver, CO
Print_ISBN
978-1-4799-6009-5
Type
conf
DOI
10.1109/ICUAS.2015.7152358
Filename
7152358
Link To Document