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Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications

Cellular-based machine-to-machine (M2M) communication is expected to facilitate services for the Internet of Things (IoT). However, because cellular networks are designed for human users, they have some limitations. Random access channel (RACH) congestion caused by massive access from M2M devices is...

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Detalles Bibliográficos
Autores principales: Kim, Jonghun, Lee, Jaiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677294/
https://www.ncbi.nlm.nih.gov/pubmed/28934146
http://dx.doi.org/10.3390/s17102169
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author Kim, Jonghun
Lee, Jaiyong
author_facet Kim, Jonghun
Lee, Jaiyong
author_sort Kim, Jonghun
collection PubMed
description Cellular-based machine-to-machine (M2M) communication is expected to facilitate services for the Internet of Things (IoT). However, because cellular networks are designed for human users, they have some limitations. Random access channel (RACH) congestion caused by massive access from M2M devices is one of the biggest factors hindering cellular-based M2M services because the RACH congestion causes random access (RA) throughput degradation and connection failures to the devices. In this paper, we show the possibility exploiting the capture effects, which have been known to have a positive impact on the wireless network system, on RA procedure for improving the RA performance of M2M devices. For this purpose, we analyze an RA procedure using a capture model. Through this analysis, we examine the effects of capture on RA performance and propose an Msg3 power-ramping (Msg3 PR) scheme to increase the capture probability (thereby increasing the RA success probability) even when severe RACH congestion problem occurs. The proposed analysis models are validated using simulations. The results show that the proposed scheme, with proper parameters, further improves the RA throughput and reduces the connection failure probability, by slightly increasing the energy consumption. Finally, we demonstrate the effects of coexistence with other RA-related schemes through simulation results.
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spelling pubmed-56772942017-11-17 Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications Kim, Jonghun Lee, Jaiyong Sensors (Basel) Article Cellular-based machine-to-machine (M2M) communication is expected to facilitate services for the Internet of Things (IoT). However, because cellular networks are designed for human users, they have some limitations. Random access channel (RACH) congestion caused by massive access from M2M devices is one of the biggest factors hindering cellular-based M2M services because the RACH congestion causes random access (RA) throughput degradation and connection failures to the devices. In this paper, we show the possibility exploiting the capture effects, which have been known to have a positive impact on the wireless network system, on RA procedure for improving the RA performance of M2M devices. For this purpose, we analyze an RA procedure using a capture model. Through this analysis, we examine the effects of capture on RA performance and propose an Msg3 power-ramping (Msg3 PR) scheme to increase the capture probability (thereby increasing the RA success probability) even when severe RACH congestion problem occurs. The proposed analysis models are validated using simulations. The results show that the proposed scheme, with proper parameters, further improves the RA throughput and reduces the connection failure probability, by slightly increasing the energy consumption. Finally, we demonstrate the effects of coexistence with other RA-related schemes through simulation results. MDPI 2017-09-21 /pmc/articles/PMC5677294/ /pubmed/28934146 http://dx.doi.org/10.3390/s17102169 Text en © 2017 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
Kim, Jonghun
Lee, Jaiyong
Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications
title Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications
title_full Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications
title_fullStr Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications
title_full_unstemmed Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications
title_short Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications
title_sort exploiting the capture effect to enhance rach performance in cellular-based m2m communications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677294/
https://www.ncbi.nlm.nih.gov/pubmed/28934146
http://dx.doi.org/10.3390/s17102169
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