DocumentCode
1733767
Title
Communication aware UAV motion coordination for source localization and tracking
Author
Wei Meng ; Lihua Xie ; Wendong Xiao
Author_Institution
Temasek Labs., Nat. Univ. of Singapore, Singapore, Singapore
fYear
2013
Firstpage
7451
Lastpage
7455
Abstract
This paper is concerned with optimal unmanned aerial vehicle (UAV) motion coordination for source localization and tracking, taking into account of sensor communication constraints. It is well known that this is a constrained nonlinear optimization problem. The usual way to solve this problem is to adopt a gradient like search algorithm or control strategy to obtain a local optimal solution. In this paper, we propose a novel method which targets at a global solution. In the proposed method, firstly, an analytic solution to the optimal UAV positions for source localization and tracking is derived. Then, control laws are designed to force UAVs to converge to the expected optimal positions.
Keywords
autonomous aerial vehicles; gradient methods; nonlinear programming; search problems; wireless sensor networks; communication aware UAV motion coordination; constrained nonlinear optimization problem; gradient like search algorithm; optimal unmanned aerial vehicle motion coordination; sensor communication constraints; source localization; source tracking; wireless sensor network; Estimation; Geometry; Position measurement; Robot sensing systems; Target tracking; Wireless sensor networks; Wireless sensor network; motion coordination; path planning; source localization; target tracking; unmanned aerial vehicle (UAV);
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2013 32nd Chinese
Conference_Location
Xi´an
Type
conf
Filename
6640749
Link To Document