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      A Survey of Collaborative UAV–WSN Systems for Efficient Monitoring

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          Abstract

          Integrated systems based on wireless sensor networks (WSNs) and unmanned aerial vehicles (UAVs) with electric propulsion are emerging as state-of-the-art solutions for large scale monitoring. Main advances stemming both from complex system architectures as well as powerful embedded computing and communication platforms, advanced sensing and networking protocols have been leveraged to prove the viability of this concept. The design of suitable algorithms for data processing, communication and control across previously disparate domains has thus currently become an intensive area of interdisciplinary research. The paper was focused on the collaborative aspects of UAV–WSN systems and the reference papers were analyzed from this point of view, on each functional module. The paper offers a timely review of recent advances in this area of critical interest with focus on a comparative perspective across multiple recent theoretical and applied contributions. A systematic approach is carried out in order to structure a unitary from conceptual design towards key implementation aspects. Focus areas are identified and discussed such as distributed data processing algorithms, hierarchical multi-protocol networking aspects and high level WSN–constrained UAV-control. Application references are highlighted in various domains such as environmental, agriculture, emergency situations and homeland security. Finally, a research agenda is outlined to advance the field towards tangible economic and social impact.

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          Wireless sensor networks: a survey

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            Wireless sensor network survey

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              Joint Trajectory and Communication Design for Multi-UAV Enabled Wireless Networks

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                Author and article information

                Journal
                Sensors (Basel)
                Sensors (Basel)
                sensors
                Sensors (Basel, Switzerland)
                MDPI
                1424-8220
                28 October 2019
                November 2019
                : 19
                : 21
                : 4690
                Affiliations
                [1 ]Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest, 060042 Bucharest, Romania; florin.stoican@ 123456upb.ro (F.S.); grigore.stamatescu@ 123456upb.ro (G.S.); oana.chenaru@ 123456upb.ro (O.C.); iloretta@ 123456yahoo.com (L.I.)
                [2 ]Institute of Technical Informatics, Graz University of Technology, 16 Inffeldgasse, 8010 Graz, Austria
                Author notes
                [* ]Correspondence: dan_popescu_2002@ 123456yahoo.com ; Tel.: +40-766-218-363
                Author information
                https://orcid.org/0000-0002-9647-6817
                Article
                sensors-19-04690
                10.3390/s19214690
                6864552
                31661937
                6b93469d-da2c-4500-9015-0962fe2b3b0e
                © 2019 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/).

                History
                : 08 September 2019
                : 22 October 2019
                Categories
                Review

                Biomedical engineering
                unmanned aerial system,wireless sensor network,data acquisition,intelligent data processing,communication protocol and standardization,data transmission,internet of things,integrated collaborative systems,path design

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