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 :
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