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Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks

Increased co-channel interference (CCI) in wireless local area networks (WLANs) is bringing serious resource constraints to today’s high-density wireless environments. CCI in IEEE 802.11-based networks is inevitable due to the nature of the carrier sensing mechanism however can be reduced by resourc...

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Autores principales: Zhang, Jie, Han, Guangjie, Qian, Yujie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038626/
https://www.ncbi.nlm.nih.gov/pubmed/27563896
http://dx.doi.org/10.3390/s16091348
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author Zhang, Jie
Han, Guangjie
Qian, Yujie
author_facet Zhang, Jie
Han, Guangjie
Qian, Yujie
author_sort Zhang, Jie
collection PubMed
description Increased co-channel interference (CCI) in wireless local area networks (WLANs) is bringing serious resource constraints to today’s high-density wireless environments. CCI in IEEE 802.11-based networks is inevitable due to the nature of the carrier sensing mechanism however can be reduced by resource optimization approaches. That means the CCI analysis is basic, but also crucial for an efficient resource management. In this article, we present a novel CCI analysis approach based on the queuing theory, which considers the randomness of end users’ behavior and the irregularity and complexity of network traffic in high-density WLANs that adopts the M/M/c queuing model for CCI analysis. Most of the CCIs occur when multiple networks overlap and trigger channel contentions; therefore, we use the ratio of signal-overlapped areas to signal coverage as a probabilistic factor to the queuing model to analyze the CCI impacts in highly overlapped WLANs. With the queuing model, we perform simulations to see how the CCI influences the quality of service (QoS) in high-density WLANs.
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spelling pubmed-50386262016-09-29 Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks Zhang, Jie Han, Guangjie Qian, Yujie Sensors (Basel) Article Increased co-channel interference (CCI) in wireless local area networks (WLANs) is bringing serious resource constraints to today’s high-density wireless environments. CCI in IEEE 802.11-based networks is inevitable due to the nature of the carrier sensing mechanism however can be reduced by resource optimization approaches. That means the CCI analysis is basic, but also crucial for an efficient resource management. In this article, we present a novel CCI analysis approach based on the queuing theory, which considers the randomness of end users’ behavior and the irregularity and complexity of network traffic in high-density WLANs that adopts the M/M/c queuing model for CCI analysis. Most of the CCIs occur when multiple networks overlap and trigger channel contentions; therefore, we use the ratio of signal-overlapped areas to signal coverage as a probabilistic factor to the queuing model to analyze the CCI impacts in highly overlapped WLANs. With the queuing model, we perform simulations to see how the CCI influences the quality of service (QoS) in high-density WLANs. MDPI 2016-08-23 /pmc/articles/PMC5038626/ /pubmed/27563896 http://dx.doi.org/10.3390/s16091348 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
Zhang, Jie
Han, Guangjie
Qian, Yujie
Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks
title Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks
title_full Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks
title_fullStr Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks
title_full_unstemmed Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks
title_short Queuing Theory Based Co-Channel Interference Analysis Approach for High-Density Wireless Local Area Networks
title_sort queuing theory based co-channel interference analysis approach for high-density wireless local area networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038626/
https://www.ncbi.nlm.nih.gov/pubmed/27563896
http://dx.doi.org/10.3390/s16091348
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