NOMA-Based Cooperative Relaying Transmission for the Industrial Internet of Things
With the continuous maturity of the fifth generation (5G) communications, industrial Internet of Things (IIoT) technology has been widely applied in fields such as smart factories. In smart factories, 5G-based production line monitoring can improve production efficiency and reduce costs, but there a...
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Veröffentlicht in: | Computers, materials & continua materials & continua, 2022, Vol.73 (3), p.6513-6534 |
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creator | Zhang, Yinghua Cao, Rui Tian, Lixin Dai, Rong Cao, Zhennan Feng, Jim |
description | With the continuous maturity of the fifth generation (5G) communications, industrial Internet of Things (IIoT) technology has been widely applied in fields such as smart factories. In smart factories, 5G-based production line monitoring can improve production efficiency and reduce costs, but there are problems with limited monitoring coverage and insufficient wireless spectrum resources, which restricts the application of IIoT in the construction of smart factories. In response to these problems, we propose a hybrid spectrum access mechanism based on Non-Orthogonal Multiple Access (NOMA) cooperative relaying transmission to improve the monitoring coverage and spectrum efficiency. As there are a large number of production lines that need to be monitored in smart factories, it is difficult to realize real-time monitoring of all production lines due to insufficient wireless resources. Therefore, we divide the production lines into high priority and low priority, and introduce cognitive radio technology to increase the number of monitoring production lines. In order to better describe the wireless fading channel environment in the factory, the two-wave with diffuse power (TWDP) channel is discussed to simulate the real factory environment and the outage probability of the secondary production line data transmission is derived in the proposed mechanism. Compared with the traditional mechanism, the proposed transmission mechanism can ensure the continuity of the secondary transmission, greatly reduce the outage probability of the secondary transmission, and improve the efficiency of the monitoring of the production lines. |
doi_str_mv | 10.32604/cmc.2022.029467 |
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In smart factories, 5G-based production line monitoring can improve production efficiency and reduce costs, but there are problems with limited monitoring coverage and insufficient wireless spectrum resources, which restricts the application of IIoT in the construction of smart factories. In response to these problems, we propose a hybrid spectrum access mechanism based on Non-Orthogonal Multiple Access (NOMA) cooperative relaying transmission to improve the monitoring coverage and spectrum efficiency. As there are a large number of production lines that need to be monitored in smart factories, it is difficult to realize real-time monitoring of all production lines due to insufficient wireless resources. Therefore, we divide the production lines into high priority and low priority, and introduce cognitive radio technology to increase the number of monitoring production lines. In order to better describe the wireless fading channel environment in the factory, the two-wave with diffuse power (TWDP) channel is discussed to simulate the real factory environment and the outage probability of the secondary production line data transmission is derived in the proposed mechanism. 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In order to better describe the wireless fading channel environment in the factory, the two-wave with diffuse power (TWDP) channel is discussed to simulate the real factory environment and the outage probability of the secondary production line data transmission is derived in the proposed mechanism. Compared with the traditional mechanism, the proposed transmission mechanism can ensure the continuity of the secondary transmission, greatly reduce the outage probability of the secondary transmission, and improve the efficiency of the monitoring of the production lines.</description><subject>Assembly lines</subject><subject>Cognitive radio</subject><subject>Data transmission</subject><subject>Efficiency</subject><subject>Factories</subject><subject>Industrial applications</subject><subject>Industrial plants</subject><subject>Internet of Things</subject><subject>Nonorthogonal multiple access</subject><subject>Outages</subject><subject>Production lines</subject><subject>Relaying</subject><issn>1546-2226</issn><issn>1546-2218</issn><issn>1546-2226</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpNkEFPAjEQRhujiYjePTbxvNhOu93tEYkiCUpC8Nx0t7OyBLbYFhP-vYt4MHOY7_C-meQRcs_ZSIBi8rHe1SNgACMGWqriggx4LlUGAOryX74mNzFuGBNKaDYgy_fF2zh7shEdnXi_x2BT-410iVt7bLtPugq2i7s2xtZ3tPGBpjXSWecOMYXWbvuYMHSYqG_oat034i25auw24t3fHpKPl-fV5DWbL6azyXie1aBUygArLIBZkXPeCNS1lI7LmpelxUoA51WOlc6ZK63WZSF6qlK2YM6hzF1ViCF5ON_dB_91wJjMxh9C1780oHQ_uShOFDtTdfAxBmzMPrQ7G46GM_NrzvTmzMmcOZsTP4CzYVk</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Zhang, Yinghua</creator><creator>Cao, Rui</creator><creator>Tian, Lixin</creator><creator>Dai, Rong</creator><creator>Cao, Zhennan</creator><creator>Feng, Jim</creator><general>Tech Science Press</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope></search><sort><creationdate>2022</creationdate><title>NOMA-Based Cooperative Relaying Transmission for the Industrial Internet of Things</title><author>Zhang, Yinghua ; 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subjects | Assembly lines Cognitive radio Data transmission Efficiency Factories Industrial applications Industrial plants Internet of Things Nonorthogonal multiple access Outages Production lines Relaying |
title | NOMA-Based Cooperative Relaying Transmission for the Industrial Internet of Things |
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