DocumentCode
404342
Title
Cooperative control via task load balancing for networked uninhabited autonomous vehicles
Author
Finke, Jorge ; Passino, Kevin M. ; Sparks, Andrew
Author_Institution
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
Volume
1
fYear
2003
fDate
9-12 Dec. 2003
Firstpage
31
Abstract
In this paper we first define a mathematical model of the "plant" for the cooperative control problem for multiple uninhabited autonomous vehicles (UAVs). This includes a representation for the vehicles, environment, and communication network. Next, we define an approach to cooperative control that uses local UAV task planning and multi-UAV coordination via task load balancing over the communication network. Our approach is motivated by our desire to cope with significant imperfections in the communication network and uncertainty in the environment, and yet provide a scalable strategy which can be implemented in real time across a network of UAVs, each of which only has relatively low processing power. Our focus in this paper is on defining the cooperative controller problem in a mathematical framework that is familiar to a control engineer, studying properties of a load balancing strategy for cooperation, and then via simulations to identify key challenges when network influences dominate the problem.
Keywords
mobile robots; multi-robot systems; remotely operated vehicles; resource allocation; communication network; cooperative control; load balancing strategy; mobile robots; multiple uninhabited autonomous vehicles; multirobot systems; networked uninhabited autonomous vehicles; simulation; task planning; uncertainty environments; Communication networks; Communication system control; Delay effects; Load management; Mathematical model; Mobile robots; Remotely operated vehicles; Sparks; Uncertainty; Unmanned aerial vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-7924-1
Type
conf
DOI
10.1109/CDC.2003.1272531
Filename
1272531
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