Millimeter-Wave NOMA Transmission in Cellular M2M Communications for Internet of Things
Massive connectivity and low latency are two important challenges for the Internet of Things (IoT) to achieve the quality of service provisions required by the numerous devices it is designed to service. Motivated by these challenges, in this paper we introduce a new millimeter-wave nonorthogonal mu...
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Veröffentlicht in: | IEEE internet of things journal 2018-06, Vol.5 (3), p.1989-2000 |
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creator | Tiejun Lv Yuyu Ma Jie Zeng Mathiopoulos, P. Takis |
description | Massive connectivity and low latency are two important challenges for the Internet of Things (IoT) to achieve the quality of service provisions required by the numerous devices it is designed to service. Motivated by these challenges, in this paper we introduce a new millimeter-wave nonorthogonal multiple access (mmWave-NOMA) transmission scheme designed for cellular machine-to-machine (M2M) communication systems for IoT applications. It consists of one base station (BS) and numerous multiple machine type communication (MTC) devices operating in a cellular communication environment. We consider its down-link performance and assume that multiple MTC devices share the same communication resources offered by the proposed mmWave-NOMA transmission scheme, which can support massive connectivity. For this system, a novel MTC pairing scheme is introduced the design of which is based upon the distance between the BS and the MTC devices aiming at reducing the system overall overhead for massive connectivity and latency. In particular, we consider three different MTC device pairing schemes, namely: 1) random near and the random far MTC devices; 2) nearest near and the nearest far MTC devices (NNNF); and 3) nearest near and the farthest far MTC device. For all three pairing schemes, their performance is analyzed by deriving closed-form expressions of the outage probability and the sum rate. Furthermore, performance comparison studies of the three MTC device pairing schemes have been carried out. The validity of the analytical approach has been verified by means of extensive computer simulations. The obtained performance evaluation results have demonstrated that the proposed cellular M2M communication system employing the mmWave-NOMA transmission scheme improves outage probability as compared to equivalent systems using mmWave with orthogonal multiple access schemes. |
doi_str_mv | 10.1109/JIOT.2018.2819645 |
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Takis</creator><creatorcontrib>Tiejun Lv ; Yuyu Ma ; Jie Zeng ; Mathiopoulos, P. Takis</creatorcontrib><description>Massive connectivity and low latency are two important challenges for the Internet of Things (IoT) to achieve the quality of service provisions required by the numerous devices it is designed to service. Motivated by these challenges, in this paper we introduce a new millimeter-wave nonorthogonal multiple access (mmWave-NOMA) transmission scheme designed for cellular machine-to-machine (M2M) communication systems for IoT applications. It consists of one base station (BS) and numerous multiple machine type communication (MTC) devices operating in a cellular communication environment. We consider its down-link performance and assume that multiple MTC devices share the same communication resources offered by the proposed mmWave-NOMA transmission scheme, which can support massive connectivity. For this system, a novel MTC pairing scheme is introduced the design of which is based upon the distance between the BS and the MTC devices aiming at reducing the system overall overhead for massive connectivity and latency. In particular, we consider three different MTC device pairing schemes, namely: 1) random near and the random far MTC devices; 2) nearest near and the nearest far MTC devices (NNNF); and 3) nearest near and the farthest far MTC device. For all three pairing schemes, their performance is analyzed by deriving closed-form expressions of the outage probability and the sum rate. Furthermore, performance comparison studies of the three MTC device pairing schemes have been carried out. The validity of the analytical approach has been verified by means of extensive computer simulations. 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Takis</creatorcontrib><title>Millimeter-Wave NOMA Transmission in Cellular M2M Communications for Internet of Things</title><title>IEEE internet of things journal</title><addtitle>JIoT</addtitle><description>Massive connectivity and low latency are two important challenges for the Internet of Things (IoT) to achieve the quality of service provisions required by the numerous devices it is designed to service. Motivated by these challenges, in this paper we introduce a new millimeter-wave nonorthogonal multiple access (mmWave-NOMA) transmission scheme designed for cellular machine-to-machine (M2M) communication systems for IoT applications. It consists of one base station (BS) and numerous multiple machine type communication (MTC) devices operating in a cellular communication environment. We consider its down-link performance and assume that multiple MTC devices share the same communication resources offered by the proposed mmWave-NOMA transmission scheme, which can support massive connectivity. For this system, a novel MTC pairing scheme is introduced the design of which is based upon the distance between the BS and the MTC devices aiming at reducing the system overall overhead for massive connectivity and latency. In particular, we consider three different MTC device pairing schemes, namely: 1) random near and the random far MTC devices; 2) nearest near and the nearest far MTC devices (NNNF); and 3) nearest near and the farthest far MTC device. For all three pairing schemes, their performance is analyzed by deriving closed-form expressions of the outage probability and the sum rate. Furthermore, performance comparison studies of the three MTC device pairing schemes have been carried out. The validity of the analytical approach has been verified by means of extensive computer simulations. The obtained performance evaluation results have demonstrated that the proposed cellular M2M communication system employing the mmWave-NOMA transmission scheme improves outage probability as compared to equivalent systems using mmWave with orthogonal multiple access schemes.</description><subject>Cellular communication</subject><subject>Communication</subject><subject>Communications systems</subject><subject>Computer simulation</subject><subject>Connectivity</subject><subject>Electronic devices</subject><subject>Internet of Things</subject><subject>Internet of Things (IoT)</subject><subject>machine type communication (MTC) device pairing schemes</subject><subject>machine-to machine (M2M)</subject><subject>Machine-to-machine communications</subject><subject>Millimeter waves</subject><subject>millimeter-wave nonorthogonal multiple access (mmWave-NOMA)</subject><subject>NOMA</subject><subject>Nonorthogonal multiple access</subject><subject>outage probability</subject><subject>Performance evaluation</subject><subject>Power system reliability</subject><subject>Probability</subject><issn>2327-4662</issn><issn>2327-4662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkE1Lw0AQhhdRsNT-APGy4Dl1P5J091iCH5XGXiI9LttkVrckm7qbCP57t7SIpxmY95lhHoRuKZlTSuTD62pTzRmhYs4ElXmaXaAJ42yRpHnOLv_112gWwp4QErEsJidoW9q2tR0M4JOt_gb8timXuPLahc6GYHuHrcMFtO3Yao9LVuKi77rR2VoPcRqw6T1eucg7GHBvcPVp3Ue4QVdGtwFm5zpF70-PVfGSrDfPq2K5TmrO8yFZMJLyhjaaacZktjDNDiQHobNG14bXwIkwpOFGck1SqXeZNjUnrIEceC1SPkX3p70H33-NEAa170fv4knFSJbFR4UkMUVPqdr3IXgw6uBtp_2PokQdFaqjQnVUqM4KI3N3YiwA_OUFZ3kqBf8FQ9Ns3g</recordid><startdate>20180601</startdate><enddate>20180601</enddate><creator>Tiejun Lv</creator><creator>Yuyu Ma</creator><creator>Jie Zeng</creator><creator>Mathiopoulos, P. Takis</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0003-4127-2419</orcidid><orcidid>https://orcid.org/0000-0003-2575-7512</orcidid></search><sort><creationdate>20180601</creationdate><title>Millimeter-Wave NOMA Transmission in Cellular M2M Communications for Internet of Things</title><author>Tiejun Lv ; Yuyu Ma ; Jie Zeng ; Mathiopoulos, P. 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Takis</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Millimeter-Wave NOMA Transmission in Cellular M2M Communications for Internet of Things</atitle><jtitle>IEEE internet of things journal</jtitle><stitle>JIoT</stitle><date>2018-06-01</date><risdate>2018</risdate><volume>5</volume><issue>3</issue><spage>1989</spage><epage>2000</epage><pages>1989-2000</pages><issn>2327-4662</issn><eissn>2327-4662</eissn><coden>IITJAU</coden><abstract>Massive connectivity and low latency are two important challenges for the Internet of Things (IoT) to achieve the quality of service provisions required by the numerous devices it is designed to service. Motivated by these challenges, in this paper we introduce a new millimeter-wave nonorthogonal multiple access (mmWave-NOMA) transmission scheme designed for cellular machine-to-machine (M2M) communication systems for IoT applications. It consists of one base station (BS) and numerous multiple machine type communication (MTC) devices operating in a cellular communication environment. We consider its down-link performance and assume that multiple MTC devices share the same communication resources offered by the proposed mmWave-NOMA transmission scheme, which can support massive connectivity. For this system, a novel MTC pairing scheme is introduced the design of which is based upon the distance between the BS and the MTC devices aiming at reducing the system overall overhead for massive connectivity and latency. In particular, we consider three different MTC device pairing schemes, namely: 1) random near and the random far MTC devices; 2) nearest near and the nearest far MTC devices (NNNF); and 3) nearest near and the farthest far MTC device. For all three pairing schemes, their performance is analyzed by deriving closed-form expressions of the outage probability and the sum rate. Furthermore, performance comparison studies of the three MTC device pairing schemes have been carried out. The validity of the analytical approach has been verified by means of extensive computer simulations. The obtained performance evaluation results have demonstrated that the proposed cellular M2M communication system employing the mmWave-NOMA transmission scheme improves outage probability as compared to equivalent systems using mmWave with orthogonal multiple access schemes.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JIOT.2018.2819645</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-4127-2419</orcidid><orcidid>https://orcid.org/0000-0003-2575-7512</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Cellular communication Communication Communications systems Computer simulation Connectivity Electronic devices Internet of Things Internet of Things (IoT) machine type communication (MTC) device pairing schemes machine-to machine (M2M) Machine-to-machine communications Millimeter waves millimeter-wave nonorthogonal multiple access (mmWave-NOMA) NOMA Nonorthogonal multiple access outage probability Performance evaluation Power system reliability Probability |
title | Millimeter-Wave NOMA Transmission in Cellular M2M Communications for Internet of Things |
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