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Analysis of resource control in nondeterministic mobile ad hoc network systems : an unmanned aerial vehicle example

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Please use this identifier to cite or link to this item: http://hdl.handle.net/1928/17427

Analysis of resource control in nondeterministic mobile ad hoc network systems : an unmanned aerial vehicle example

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Title: Analysis of resource control in nondeterministic mobile ad hoc network systems : an unmanned aerial vehicle example
Author: Fleshman, Alex
Advisor(s): Abdallah, Chaouki
Committee Member(s): Christodoulou, Christos
Fierro, Rafael
Department: University of New Mexico. Dept. of Electrical and Computer Engineering
Subject(s): UAV
Nondeterministic
LC Subject(s): Vehicular ad hoc networks (Computer networks)
Drone aircraft--Automatic control.
Degree Level: Masters
Abstract: This thesis utilized known information about a dynamic graph in which resource needy nodes act as relays for control information to a supplier node in order to characterize system performance and analyze the effects of change on the system. The connectivity, or information sharing, was based on distance and since every node moved around a defined space, the connectivity of the graph changed constantly. Several different controllers and scenarios are investigated in order to extract the uniqueness in each performance curve which created a better understanding of this near nondeterministic system. One such application for this dynamic system is the automation of Unmanned Aerial Vehicles (UAVs). This paper utilizes the UAV example in order to bring life, and motivate this research. Note that there are many other applications and problems with similar voids in understanding that this approach could be applied. The United States Department of Defense is increasingly utilizing Unmanned Aerial Vehicles (UAVs) to support current operations. As of August 2010, there were 207 Intelligence, Surveillance, and Reconnaissance (ISR) sorties flown per day to provide essential battlespace situational awareness for Operation Enduring Freedom and Operation Iraqi Freedom [1]. This paper proposes an implementation of an autonomous UAV network that assumes cutting edge technologies can be combined to provide “infinite” ISR over a given area. The particular dynamics of this problem are characterized using systems techniques while changes to the performance factors on the system are found using information about the root system.
Graduation Date: December 2011
URI: http://hdl.handle.net/1928/17427

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