Architecture and methods for UAV-based heterogeneous sensor network applications
Wireless sensor netwoks (WSN) employ miniaturized devices which integrate sensing, processing, and communication capabilities. In this paper an innovative mobile platform for heterogeneous sensor networks is presented, combined with adaptive methods to optimize the communication architecture for nov...
Published in: | SPIE Proceedings, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2012 |
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Online Access: | http://hdl.handle.net/11311/691750 https://doi.org/10.1117/12.970569 |
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ftpolimilanoiris:oai:re.public.polimi.it:11311/691750 2024-04-14T08:19:14+00:00 Architecture and methods for UAV-based heterogeneous sensor network applications Pedro Antonio CAPUTO, DAVIDE GANDELLI, ALESSANDRO GRIMACCIA, FRANCESCO MUSSETTA, MARCO Bostater, C.R. Mertikas, S.P. Neyt X. Nichol, C. Cowley, D.C. Bruyant, J.P. Pedro, Antonio Caputo, Davide Gandelli, Alessandro Grimaccia, Francesco Mussetta, Marco 2012 ELETTRONICO http://hdl.handle.net/11311/691750 https://doi.org/10.1117/12.970569 eng eng SPIE, The International Society for Optical Engineering info:eu-repo/semantics/altIdentifier/isbn/978-0-8194-9272-2 info:eu-repo/semantics/altIdentifier/wos/WOS:000312874500009 ispartofbook:REMOTE SENSING OF THE OCEAN, SEA ICE, COASTAL WATERS, AND LARGE WATER REGIONS 2012 volume:8532 firstpage:1 lastpage:10 numberofpages:10 serie:PROCEEDINGS OF SPIE alleditors:Bostater, C.R.; Mertikas, S.P.; Neyt X.; Nichol, C.; Cowley, D.C.; Bruyant, J.P. http://hdl.handle.net/11311/691750 doi:10.1117/12.970569 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84887122096 info:eu-repo/semantics/bookPart 2012 ftpolimilanoiris https://doi.org/10.1117/12.970569 2024-03-18T15:46:47Z Wireless sensor netwoks (WSN) employ miniaturized devices which integrate sensing, processing, and communication capabilities. In this paper an innovative mobile platform for heterogeneous sensor networks is presented, combined with adaptive methods to optimize the communication architecture for novel potential applications even in coastal and marine environment monitoring. In fact, in the near future, WSN data collection could be performed by UAV platforms which can be a sink for ground sensors layer, acting essentially as a mobile gateway. In order to maximize the system performances and the network lifespan, the authors propose a recently developed hybrid technique based on evolutionary algorithms. This procedure is here applied to optimize the communication energy consumption in WSN by selecting the optimal multi-hop routing schemes, with a suitable hybridization of different routing criteria. The proposed approach can be potentially extended and applied to ongoing research projects focused on UAV-based remote sensing of the ocean, sea ice, coastal waters, and large water regions. Book Part Sea ice RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano SPIE Proceedings, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2012 8532 853209 |
institution |
Open Polar |
collection |
RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano |
op_collection_id |
ftpolimilanoiris |
language |
English |
description |
Wireless sensor netwoks (WSN) employ miniaturized devices which integrate sensing, processing, and communication capabilities. In this paper an innovative mobile platform for heterogeneous sensor networks is presented, combined with adaptive methods to optimize the communication architecture for novel potential applications even in coastal and marine environment monitoring. In fact, in the near future, WSN data collection could be performed by UAV platforms which can be a sink for ground sensors layer, acting essentially as a mobile gateway. In order to maximize the system performances and the network lifespan, the authors propose a recently developed hybrid technique based on evolutionary algorithms. This procedure is here applied to optimize the communication energy consumption in WSN by selecting the optimal multi-hop routing schemes, with a suitable hybridization of different routing criteria. The proposed approach can be potentially extended and applied to ongoing research projects focused on UAV-based remote sensing of the ocean, sea ice, coastal waters, and large water regions. |
author2 |
Bostater, C.R. Mertikas, S.P. Neyt X. Nichol, C. Cowley, D.C. Bruyant, J.P. Pedro, Antonio Caputo, Davide Gandelli, Alessandro Grimaccia, Francesco Mussetta, Marco |
format |
Book Part |
author |
Pedro Antonio CAPUTO, DAVIDE GANDELLI, ALESSANDRO GRIMACCIA, FRANCESCO MUSSETTA, MARCO |
spellingShingle |
Pedro Antonio CAPUTO, DAVIDE GANDELLI, ALESSANDRO GRIMACCIA, FRANCESCO MUSSETTA, MARCO Architecture and methods for UAV-based heterogeneous sensor network applications |
author_facet |
Pedro Antonio CAPUTO, DAVIDE GANDELLI, ALESSANDRO GRIMACCIA, FRANCESCO MUSSETTA, MARCO |
author_sort |
Pedro Antonio |
title |
Architecture and methods for UAV-based heterogeneous sensor network applications |
title_short |
Architecture and methods for UAV-based heterogeneous sensor network applications |
title_full |
Architecture and methods for UAV-based heterogeneous sensor network applications |
title_fullStr |
Architecture and methods for UAV-based heterogeneous sensor network applications |
title_full_unstemmed |
Architecture and methods for UAV-based heterogeneous sensor network applications |
title_sort |
architecture and methods for uav-based heterogeneous sensor network applications |
publisher |
SPIE, The International Society for Optical Engineering |
publishDate |
2012 |
url |
http://hdl.handle.net/11311/691750 https://doi.org/10.1117/12.970569 |
genre |
Sea ice |
genre_facet |
Sea ice |
op_relation |
info:eu-repo/semantics/altIdentifier/isbn/978-0-8194-9272-2 info:eu-repo/semantics/altIdentifier/wos/WOS:000312874500009 ispartofbook:REMOTE SENSING OF THE OCEAN, SEA ICE, COASTAL WATERS, AND LARGE WATER REGIONS 2012 volume:8532 firstpage:1 lastpage:10 numberofpages:10 serie:PROCEEDINGS OF SPIE alleditors:Bostater, C.R.; Mertikas, S.P.; Neyt X.; Nichol, C.; Cowley, D.C.; Bruyant, J.P. http://hdl.handle.net/11311/691750 doi:10.1117/12.970569 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-84887122096 |
op_doi |
https://doi.org/10.1117/12.970569 |
container_title |
SPIE Proceedings, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2012 |
container_volume |
8532 |
container_start_page |
853209 |
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