Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit Areas

Using micro or small unmanned aerial vehicles (UAVs) is a promising solution for search and rescue of missing persons who have disappeared during emergencies, such as natural disasters. In actual situations, the processing time of image data should be considered due to the wide variety of computing...

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Main Authors: Kosei Miyano, Ryoichi Shinkuma, Narayan B. Mandayam, Takehiro Sato, Eiji Oki
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8648443/
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spelling doaj-ec2df2fc055748bfaf761ea81b96e7892021-03-29T22:27:54ZengIEEEIEEE Access2169-35362019-01-017268102682010.1109/ACCESS.2019.29008658648443Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit AreasKosei Miyano0https://orcid.org/0000-0003-0748-2789Ryoichi Shinkuma1https://orcid.org/0000-0003-2842-8941Narayan B. Mandayam2Takehiro Sato3https://orcid.org/0000-0002-6253-0942Eiji Oki4Graduate School of Informatics, Kyoto University, Kyoto, JapanGraduate School of Informatics, Kyoto University, Kyoto, JapanWireless Information Network Laboratory, Rutgers University, North Brunswick, NJ, USAGraduate School of Informatics, Kyoto University, Kyoto, JapanGraduate School of Informatics, Kyoto University, Kyoto, JapanUsing micro or small unmanned aerial vehicles (UAVs) is a promising solution for search and rescue of missing persons who have disappeared during emergencies, such as natural disasters. In actual situations, the processing time of image data should be considered due to the wide variety of computing resources provided by UAVs. In addition, network connectivity and transmission speed could be unstable since communication infrastructure may have been damaged in disaster-hit areas. Thus, both the processing time of the acquired data and the data transfer time are critical in search and rescue missions. Unlike the solutions proposed in the past, we propose a scheduling method of multi-UAV search systems that takes into account both the processing time of image data and the data transfer time. We present a utility-based problem formulation that ensures continuously updating information while obtaining as many pieces of information as possible for a certain period. The simulation results indicate that the proposed scheduling method maximizes user utility and performs better than a conventional scheduling method in terms of user-centric evaluation metrics.https://ieeexplore.ieee.org/document/8648443/Unmanned aerial vehiclesearch and rescueschedulingedge computing
collection DOAJ
language English
format Article
sources DOAJ
author Kosei Miyano
Ryoichi Shinkuma
Narayan B. Mandayam
Takehiro Sato
Eiji Oki
spellingShingle Kosei Miyano
Ryoichi Shinkuma
Narayan B. Mandayam
Takehiro Sato
Eiji Oki
Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit Areas
IEEE Access
Unmanned aerial vehicle
search and rescue
scheduling
edge computing
author_facet Kosei Miyano
Ryoichi Shinkuma
Narayan B. Mandayam
Takehiro Sato
Eiji Oki
author_sort Kosei Miyano
title Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit Areas
title_short Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit Areas
title_full Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit Areas
title_fullStr Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit Areas
title_full_unstemmed Utility Based Scheduling for Multi-UAV Search Systems in Disaster-Hit Areas
title_sort utility based scheduling for multi-uav search systems in disaster-hit areas
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Using micro or small unmanned aerial vehicles (UAVs) is a promising solution for search and rescue of missing persons who have disappeared during emergencies, such as natural disasters. In actual situations, the processing time of image data should be considered due to the wide variety of computing resources provided by UAVs. In addition, network connectivity and transmission speed could be unstable since communication infrastructure may have been damaged in disaster-hit areas. Thus, both the processing time of the acquired data and the data transfer time are critical in search and rescue missions. Unlike the solutions proposed in the past, we propose a scheduling method of multi-UAV search systems that takes into account both the processing time of image data and the data transfer time. We present a utility-based problem formulation that ensures continuously updating information while obtaining as many pieces of information as possible for a certain period. The simulation results indicate that the proposed scheduling method maximizes user utility and performs better than a conventional scheduling method in terms of user-centric evaluation metrics.
topic Unmanned aerial vehicle
search and rescue
scheduling
edge computing
url https://ieeexplore.ieee.org/document/8648443/
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