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Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques

The Internet of Things (IoT) has gained an incredible importance in the communication and networking industry due to its innovative solutions and advantages in diverse domains. The IoT’ network is a network of smart physical objects: devices, vehicles, buildings, etc. The IoT has a number of applica...

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Detalles Bibliográficos
Autores principales: Aslam, Saleem, Hasan, Najam Ul, Shahid, Adnan, Jang, Ju Wook, Lee, Kyung-Geun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087435/
https://www.ncbi.nlm.nih.gov/pubmed/27782057
http://dx.doi.org/10.3390/s16101647
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author Aslam, Saleem
Hasan, Najam Ul
Shahid, Adnan
Jang, Ju Wook
Lee, Kyung-Geun
author_facet Aslam, Saleem
Hasan, Najam Ul
Shahid, Adnan
Jang, Ju Wook
Lee, Kyung-Geun
author_sort Aslam, Saleem
collection PubMed
description The Internet of Things (IoT) has gained an incredible importance in the communication and networking industry due to its innovative solutions and advantages in diverse domains. The IoT’ network is a network of smart physical objects: devices, vehicles, buildings, etc. The IoT has a number of applications ranging from smart home, smart surveillance to smart healthcare systems. Since IoT consists of various heterogeneous devices that exhibit different traffic patterns and expect different quality of service (QoS) in terms of data rate, bit error rate and the stability index of the channel, therefore, in this paper, we formulated an optimization problem to assign channels to heterogeneous IoT devices within a smart building for the provisioning of their desired QoS. To solve this problem, a novel particle swarm optimization-based algorithm is proposed. Then, exhaustive simulations are carried out to evaluate the performance of the proposed algorithm. Simulation results demonstrate the supremacy of our proposed algorithm over the existing ones in terms of throughput, bit error rate and the stability index of the channel.
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spelling pubmed-50874352016-11-07 Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques Aslam, Saleem Hasan, Najam Ul Shahid, Adnan Jang, Ju Wook Lee, Kyung-Geun Sensors (Basel) Article The Internet of Things (IoT) has gained an incredible importance in the communication and networking industry due to its innovative solutions and advantages in diverse domains. The IoT’ network is a network of smart physical objects: devices, vehicles, buildings, etc. The IoT has a number of applications ranging from smart home, smart surveillance to smart healthcare systems. Since IoT consists of various heterogeneous devices that exhibit different traffic patterns and expect different quality of service (QoS) in terms of data rate, bit error rate and the stability index of the channel, therefore, in this paper, we formulated an optimization problem to assign channels to heterogeneous IoT devices within a smart building for the provisioning of their desired QoS. To solve this problem, a novel particle swarm optimization-based algorithm is proposed. Then, exhaustive simulations are carried out to evaluate the performance of the proposed algorithm. Simulation results demonstrate the supremacy of our proposed algorithm over the existing ones in terms of throughput, bit error rate and the stability index of the channel. MDPI 2016-10-06 /pmc/articles/PMC5087435/ /pubmed/27782057 http://dx.doi.org/10.3390/s16101647 Text en © 2016 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
Aslam, Saleem
Hasan, Najam Ul
Shahid, Adnan
Jang, Ju Wook
Lee, Kyung-Geun
Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques
title Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques
title_full Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques
title_fullStr Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques
title_full_unstemmed Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques
title_short Device Centric Throughput and QoS Optimization for IoTsin a Smart Building Using CRN-Techniques
title_sort device centric throughput and qos optimization for iotsin a smart building using crn-techniques
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087435/
https://www.ncbi.nlm.nih.gov/pubmed/27782057
http://dx.doi.org/10.3390/s16101647
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