Wireless Relay Communications with Unmanned Aerial Vehicles: Performance and Optimization

In this paper, we investigate a communication system in which unmanned aerial vehicles (UAVs) are used as relays between ground-based terminals and a network base station. We develop an algorithm for optimizing the performance of the ground-to-relay links through control of the UAV heading angle. To...

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Bibliographic Details
Published in:IEEE transactions on aerospace and electronic systems 2011-07, Vol.47 (3), p.2068-2085
Main Authors: Pengcheng Zhan, Kai Yu, Swindlehurst, A. Lee
Format: Article
Language:English
Subjects:
Algorithms
Closed-form solution
Correlation
Exact solutions
Links
Mathematical analysis
Modulation
Networks
Optimization
Relay
Relays
Signal to noise ratio
Studies
Unmanned aerial vehicles
Wireless communication
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Summary:In this paper, we investigate a communication system in which unmanned aerial vehicles (UAVs) are used as relays between ground-based terminals and a network base station. We develop an algorithm for optimizing the performance of the ground-to-relay links through control of the UAV heading angle. To quantify link performance, we define the ergodic normalized transmission rate (ENTR) for the links between the ground nodes and the relay, and derive a closed-form expression for it in terms of the eigenvalues of the channel correlation matrix. We show that the ENTR can be approximated as a sinusoid with an offset that depends on the heading of the UAV. Using this observation, we develop a closed-form expression for the UAV heading that maximizes the uplink network data rate while keeping the rate of each individual link above a certain threshold. When the current UAV relay assignments cannot meet the minimum link requirements, we investigate the deployment and heading control problem for new UAV relays as they are added to the network, and propose a smart handoff algorithm that updates node and relay assignments as the topology of the network evolves.
ISSN:0018-9251
1557-9603
DOI:10.1109/TAES.2011.5937283