Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications

Nowadays wireless sensor netwoks (WSN) technology, wireless communications and digital electronics have made it realistic to produce a large scale miniaturized devices integrating sensing, processing and communication capabilities. The focus of this paper is to present an innovative mobile platform...

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Main Authors: Pedro Antonio, Francesco Grimaccia, Marco Mussetta
Format: Article
Language:English
Published: MDPI AG 2012-04-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/4/5/1146
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author Pedro Antonio
Francesco Grimaccia
Marco Mussetta
author_facet Pedro Antonio
Francesco Grimaccia
Marco Mussetta
author_sort Pedro Antonio
collection DOAJ
description Nowadays wireless sensor netwoks (WSN) technology, wireless communications and digital electronics have made it realistic to produce a large scale miniaturized devices integrating sensing, processing and communication capabilities. The focus of this paper is to present an innovative mobile platform for heterogeneous sensor networks, combined with adaptive methods to optimize the communication architecture for novel potential applications in multimedia and entertainment. In fact, in the near future, some of the applications foreseen for WSNs will employ multi-platform systems with a high number of different devices, which may be completely different in nature, size, computational and energy capabilities, etc. Nowadays, in addition, 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. The goal of this procedure is 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 sensing with WSN augmentation and real-time processing for immersive media experiences.
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spelling doaj.art-bc89a3d462a84140a464ab1ea4564e692022-12-21T19:42:35ZengMDPI AGRemote Sensing2072-42922012-04-01451146116110.3390/rs4051146Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network ApplicationsPedro AntonioFrancesco GrimacciaMarco MussettaNowadays wireless sensor netwoks (WSN) technology, wireless communications and digital electronics have made it realistic to produce a large scale miniaturized devices integrating sensing, processing and communication capabilities. The focus of this paper is to present an innovative mobile platform for heterogeneous sensor networks, combined with adaptive methods to optimize the communication architecture for novel potential applications in multimedia and entertainment. In fact, in the near future, some of the applications foreseen for WSNs will employ multi-platform systems with a high number of different devices, which may be completely different in nature, size, computational and energy capabilities, etc. Nowadays, in addition, 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. The goal of this procedure is 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 sensing with WSN augmentation and real-time processing for immersive media experiences.http://www.mdpi.com/2072-4292/4/5/1146Wireless Sensor Network (WSN)heterogeneous architectureUAVmultimedia application
spellingShingle Pedro Antonio
Francesco Grimaccia
Marco Mussetta
Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications
Remote Sensing
Wireless Sensor Network (WSN)
heterogeneous architecture
UAV
multimedia application
title Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications
title_full Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications
title_fullStr Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications
title_full_unstemmed Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications
title_short Architecture and Methods for Innovative Heterogeneous Wireless Sensor Network Applications
title_sort architecture and methods for innovative heterogeneous wireless sensor network applications
topic Wireless Sensor Network (WSN)
heterogeneous architecture
UAV
multimedia application
url http://www.mdpi.com/2072-4292/4/5/1146
work_keys_str_mv AT pedroantonio architectureandmethodsforinnovativeheterogeneouswirelesssensornetworkapplications
AT francescogrimaccia architectureandmethodsforinnovativeheterogeneouswirelesssensornetworkapplications
AT marcomussetta architectureandmethodsforinnovativeheterogeneouswirelesssensornetworkapplications