Title :
Comparative study on time-varying target localization methods using multiple unmanned aerial vehicles: Kalman estimation and triangulation techniques
Author :
York, George ; Pack, Daniel
Author_Institution :
Fac. of Electr. Eng., US Air Force Acad., CO, USA
Abstract :
In this paper, we evaluate two different methods to search, detect, and locate mobile radio frequency (RF) targets using multiple cooperative unmanned aerial vehicles (VAVs). The primary difference between the two methods is the target localization technique used: the Kalman estimation technique and the triangulation technique. We compare the two methods on the basis of the total task completion time and the total average target location accuracy. The qualitative results generated by a graphical simulator are presented as a part of our comparison study.
Keywords :
Kalman filters; aircraft control; cooperative systems; mobile robots; multi-robot systems; remotely operated vehicles; target tracking; time-varying systems; Kalman estimation technique; mobile radio frequency targets; multiple cooperative unmanned aerial vehicles; time-varying target localization; triangulation technique; Control systems; Distributed control; Frequency estimation; Kalman filters; Military computing; RF signals; Radio frequency; Sensor phenomena and characterization; Sensor systems; Unmanned aerial vehicles;
Conference_Titel :
Networking, Sensing and Control, 2005. Proceedings. 2005 IEEE
Print_ISBN :
0-7803-8812-7
DOI :
10.1109/ICNSC.2005.1461206