Title :
Cooperative Control of UAVs for Localization of Intermittently Emitting Mobile Targets
Author :
Pack, Daniel J. ; DeLima, Pedro ; Toussaint, Gregory J. ; York, George
Author_Institution :
Dept. of Electr. & Comput. Eng., U.S. Air Force Acad., Colorado Springs, CO
Abstract :
Compared with a single platform, cooperative autonomous unmanned aerial vehicles (UAVs) offer efficiency and robustness in performing complex tasks. Focusing on ground mobile targets that intermittently emit radio frequency signals, this paper presents a decentralized control architecture for multiple UAVs, equipped only with rudimentary sensors, to search, detect, and locate targets over large areas. The proposed architecture has in its core a decision logic which governs the state of operation for each UAV based on sensor readings and communicated data. To support the findings, extensive simulation results are presented, focusing primarily on two success measures that the UAVs seek to minimize: overall time to search for a group of targets and the final target localization error achieved. The results of the simulations have provided support for hardware flight tests.
Keywords :
aircraft control; decentralised control; object detection; remotely operated vehicles; robust control; cooperative control; decentralized control architecture; decision logic; mobile target localization; radio frequency signal emission; rudimentary sensor; unmanned aerial vehicle; Aerospace simulation; Distributed control; Hardware; Logic; RF signals; Radio frequency; Robustness; Testing; Time measurement; Unmanned aerial vehicles; Cooperative; distributed control; localization; unmanned aerial vehicles (UAVs);
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2008.2010865