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Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency

Collaboration between multiple Unmanned Aerial Vehicles (UAVs) to set up a Flying Ad Hoc Network (FANET) is a growing trend since future applications claim for more autonomous and rapid deployable systems. The user experience on watching videos transmitted over FANETs should always be satisfactory e...

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Autores principales: Cumino, Pedro, Lobato Junior, Wellington, Tavares, Thais, Santos, Hugo, Rosário, Denis, Cerqueira, Eduardo, Villas, Leandro A., Gerla, Mario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308490/
https://www.ncbi.nlm.nih.gov/pubmed/30486376
http://dx.doi.org/10.3390/s18124155
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author Cumino, Pedro
Lobato Junior, Wellington
Tavares, Thais
Santos, Hugo
Rosário, Denis
Cerqueira, Eduardo
Villas, Leandro A.
Gerla, Mario
author_facet Cumino, Pedro
Lobato Junior, Wellington
Tavares, Thais
Santos, Hugo
Rosário, Denis
Cerqueira, Eduardo
Villas, Leandro A.
Gerla, Mario
author_sort Cumino, Pedro
collection PubMed
description Collaboration between multiple Unmanned Aerial Vehicles (UAVs) to set up a Flying Ad Hoc Network (FANET) is a growing trend since future applications claim for more autonomous and rapid deployable systems. The user experience on watching videos transmitted over FANETs should always be satisfactory even under influence of topology changes caused by the energy consumption of UAVs. In addition, the FANET must keep the UAVs cooperating as much as possible during a mission. However, one of the main challenges in FANET is how to mitigate the impact of limited energy resources of UAVs on the FANET operation in order to monitor the environment for a long period of time. In this sense, UAV replacement is required in order to avoid the premature death of nodes, network disconnections, route failures, void areas, and low-quality video transmissions. In addition, decision-making must take into account energy consumption associated with UAV movements, since they are generally quite energy-intensive. This article proposes a cooperative UAV scheme for enhancing video transmission and global energy efficiency called VOEI. The main goal of VOEI is to maintain the video with QoE support while supporting the nodes with a good connectivity quality level and flying for a long period of time. Based on an Software Defined Network (SDN) paradigm, the VOEI assumes the existence of a centrailized controller node to compute reliable and energy-efficiency routes, as well as detects the appropriate moment for UAV replacement by considering global FANET context information to provide energy-efficiency operations. Based on simulation results, we conclude that VOEI can effectively mitigate the energy challenges of FANET, since it provides energy-efficiency operations, avoiding network death, route failure, and void area, as well as network partitioning compared to state-of-the-art algorithm. In addition, VOEI delivers videos with suitable Quality of Experience (QoE) to end-users at any time, which is not achieved by the state-of-the-art algorithm.
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spelling pubmed-63084902019-01-04 Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency Cumino, Pedro Lobato Junior, Wellington Tavares, Thais Santos, Hugo Rosário, Denis Cerqueira, Eduardo Villas, Leandro A. Gerla, Mario Sensors (Basel) Article Collaboration between multiple Unmanned Aerial Vehicles (UAVs) to set up a Flying Ad Hoc Network (FANET) is a growing trend since future applications claim for more autonomous and rapid deployable systems. The user experience on watching videos transmitted over FANETs should always be satisfactory even under influence of topology changes caused by the energy consumption of UAVs. In addition, the FANET must keep the UAVs cooperating as much as possible during a mission. However, one of the main challenges in FANET is how to mitigate the impact of limited energy resources of UAVs on the FANET operation in order to monitor the environment for a long period of time. In this sense, UAV replacement is required in order to avoid the premature death of nodes, network disconnections, route failures, void areas, and low-quality video transmissions. In addition, decision-making must take into account energy consumption associated with UAV movements, since they are generally quite energy-intensive. This article proposes a cooperative UAV scheme for enhancing video transmission and global energy efficiency called VOEI. The main goal of VOEI is to maintain the video with QoE support while supporting the nodes with a good connectivity quality level and flying for a long period of time. Based on an Software Defined Network (SDN) paradigm, the VOEI assumes the existence of a centrailized controller node to compute reliable and energy-efficiency routes, as well as detects the appropriate moment for UAV replacement by considering global FANET context information to provide energy-efficiency operations. Based on simulation results, we conclude that VOEI can effectively mitigate the energy challenges of FANET, since it provides energy-efficiency operations, avoiding network death, route failure, and void area, as well as network partitioning compared to state-of-the-art algorithm. In addition, VOEI delivers videos with suitable Quality of Experience (QoE) to end-users at any time, which is not achieved by the state-of-the-art algorithm. MDPI 2018-11-27 /pmc/articles/PMC6308490/ /pubmed/30486376 http://dx.doi.org/10.3390/s18124155 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cumino, Pedro
Lobato Junior, Wellington
Tavares, Thais
Santos, Hugo
Rosário, Denis
Cerqueira, Eduardo
Villas, Leandro A.
Gerla, Mario
Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency
title Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency
title_full Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency
title_fullStr Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency
title_full_unstemmed Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency
title_short Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency
title_sort cooperative uav scheme for enhancing video transmission and global network energy efficiency
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308490/
https://www.ncbi.nlm.nih.gov/pubmed/30486376
http://dx.doi.org/10.3390/s18124155
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