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Precoder design and impulsive noise mitigation scheme for industrial wireless communications
In industrial wireless scenarios, the impulsive noise (IN) incurred by machine running or operation causes a serious influence on the power-limited industrial wireless communications. It is challenging to ensure efficient and reliable transmission with quality of service (QoS) guarantee for machinet...
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Published in: | China communications 2021-04, Vol.18 (4), p.182-197 |
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creator | Sun, Yanjing Li, Xinyan Zhou, Jiasi Chen, Ruirui Wang, Bowen Wang, Yanfen |
description | In industrial wireless scenarios, the impulsive noise (IN) incurred by machine running or operation causes a serious influence on the power-limited industrial wireless communications. It is challenging to ensure efficient and reliable transmission with quality of service (QoS) guarantee for machinetype communication devices (MTCDs). Considering the IN in the industrial process, this paper establishes the multiuser multiple-input single-output (MU-MISO) orthogonal frequency division multiplexing (OFDM) system model, which combines transmitter and receiver design. Two precoding schemes are designed to improve communication effectiveness at the transmitter. More specifically, the precoder design scheme which combines semi-definite relaxation (SDR) with difference-of-two-convex-function (D.C.) iterative algorithm, is developed by utilizing the Dinkelbach method to improve the system effectiveness. To decrease the computational complexity, we devise the quadratic-based fractional programming (QFP) algorithm, which decouples the variables by using a quadratic transform method. On this basis, the IN mitigation scheme is studied to reduce the system error rate (SER) at the receiver. With the goal of improving the reliability of industrial wireless communications, we propose a hybrid nonlinear IN mitigation (HNINM) scheme and then derive its closed-form expression of SER. The simulation results show that the proposed QFP algorithm achieves superior performance while the HNINM scheme decreases the SER of industrial wireless communications. |
doi_str_mv | 10.23919/JCC.2021.04.014 |
format | article |
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It is challenging to ensure efficient and reliable transmission with quality of service (QoS) guarantee for machinetype communication devices (MTCDs). Considering the IN in the industrial process, this paper establishes the multiuser multiple-input single-output (MU-MISO) orthogonal frequency division multiplexing (OFDM) system model, which combines transmitter and receiver design. Two precoding schemes are designed to improve communication effectiveness at the transmitter. More specifically, the precoder design scheme which combines semi-definite relaxation (SDR) with difference-of-two-convex-function (D.C.) iterative algorithm, is developed by utilizing the Dinkelbach method to improve the system effectiveness. To decrease the computational complexity, we devise the quadratic-based fractional programming (QFP) algorithm, which decouples the variables by using a quadratic transform method. On this basis, the IN mitigation scheme is studied to reduce the system error rate (SER) at the receiver. With the goal of improving the reliability of industrial wireless communications, we propose a hybrid nonlinear IN mitigation (HNINM) scheme and then derive its closed-form expression of SER. The simulation results show that the proposed QFP algorithm achieves superior performance while the HNINM scheme decreases the SER of industrial wireless communications.</description><identifier>ISSN: 1673-5447</identifier><identifier>DOI: 10.23919/JCC.2021.04.014</identifier><identifier>CODEN: CCHOBE</identifier><language>eng</language><publisher>China Institute of Communications</publisher><subject>impulsive noise mitigation ; Industrial wireless communications ; OFDM ; pre-coder design ; Quality of service ; Receivers ; Reliability ; Transmitters ; Wireless communication ; Wireless sensor networks</subject><ispartof>China communications, 2021-04, Vol.18 (4), p.182-197</ispartof><rights>Copyright © Wanfang Data Co. Ltd. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c293t-ecd43f3d23016f6820fab60a8b7594fc492d5ed476ac063917938411b2d2bed83</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.wanfangdata.com.cn/images/PeriodicalImages/zgtx/zgtx.jpg</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9416930$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,54796</link.rule.ids></links><search><creatorcontrib>Sun, Yanjing</creatorcontrib><creatorcontrib>Li, Xinyan</creatorcontrib><creatorcontrib>Zhou, Jiasi</creatorcontrib><creatorcontrib>Chen, Ruirui</creatorcontrib><creatorcontrib>Wang, Bowen</creatorcontrib><creatorcontrib>Wang, Yanfen</creatorcontrib><title>Precoder design and impulsive noise mitigation scheme for industrial wireless communications</title><title>China communications</title><addtitle>ChinaComm</addtitle><description>In industrial wireless scenarios, the impulsive noise (IN) incurred by machine running or operation causes a serious influence on the power-limited industrial wireless communications. It is challenging to ensure efficient and reliable transmission with quality of service (QoS) guarantee for machinetype communication devices (MTCDs). Considering the IN in the industrial process, this paper establishes the multiuser multiple-input single-output (MU-MISO) orthogonal frequency division multiplexing (OFDM) system model, which combines transmitter and receiver design. Two precoding schemes are designed to improve communication effectiveness at the transmitter. More specifically, the precoder design scheme which combines semi-definite relaxation (SDR) with difference-of-two-convex-function (D.C.) iterative algorithm, is developed by utilizing the Dinkelbach method to improve the system effectiveness. To decrease the computational complexity, we devise the quadratic-based fractional programming (QFP) algorithm, which decouples the variables by using a quadratic transform method. On this basis, the IN mitigation scheme is studied to reduce the system error rate (SER) at the receiver. With the goal of improving the reliability of industrial wireless communications, we propose a hybrid nonlinear IN mitigation (HNINM) scheme and then derive its closed-form expression of SER. The simulation results show that the proposed QFP algorithm achieves superior performance while the HNINM scheme decreases the SER of industrial wireless communications.</description><subject>impulsive noise mitigation</subject><subject>Industrial wireless communications</subject><subject>OFDM</subject><subject>pre-coder design</subject><subject>Quality of service</subject><subject>Receivers</subject><subject>Reliability</subject><subject>Transmitters</subject><subject>Wireless communication</subject><subject>Wireless sensor networks</subject><issn>1673-5447</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNo9kD1PwzAQhjOARFW6I7F4YUzwV5x4RBGfqgQDbEiWY1-Cq8Sp7IQCv560Rdxyy_O-p3uS5ILgjDJJ5PVTVWUUU5JhnmHCT5IFEQVLc86Ls2QV4wbPUwrBBF0k7y8BzGAhIAvRtR5pb5Hrt1MX3ScgP7gIqHeja_XoBo-i-YAeUDME5Lyd4hic7tDOBeggRmSGvp-8Mwc4nienje4irP72Mnm7u32tHtL18_1jdbNODZVsTMFYzhpmKcNENKKkuNG1wLqsi1zyxnBJbQ6WF0IbLOYfC8lKTkhNLa3BlmyZXB17d9o32rdqM0zBzxfVTzt-7V1gjkk-c_jImTDEGKBR2-B6Hb4VweogT83y1D6gMFezvDlyeYw4APjHJSdCMsx-AXffbhM</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Sun, Yanjing</creator><creator>Li, Xinyan</creator><creator>Zhou, Jiasi</creator><creator>Chen, Ruirui</creator><creator>Wang, Bowen</creator><creator>Wang, Yanfen</creator><general>China Institute of Communications</general><general>School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221008, Jiangsu, China</general><general>Xuzhou Engineering Research Center of Intelligent Industry Safety and Emergency Collaboration, Xuzhou 221008, Jiangsu, China%School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221008, Jiangsu, China</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>2B.</scope><scope>4A8</scope><scope>92I</scope><scope>93N</scope><scope>PSX</scope><scope>TCJ</scope></search><sort><creationdate>20210401</creationdate><title>Precoder design and impulsive noise mitigation scheme for industrial wireless communications</title><author>Sun, Yanjing ; Li, Xinyan ; Zhou, Jiasi ; Chen, Ruirui ; Wang, Bowen ; Wang, Yanfen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c293t-ecd43f3d23016f6820fab60a8b7594fc492d5ed476ac063917938411b2d2bed83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>impulsive noise mitigation</topic><topic>Industrial wireless communications</topic><topic>OFDM</topic><topic>pre-coder design</topic><topic>Quality of service</topic><topic>Receivers</topic><topic>Reliability</topic><topic>Transmitters</topic><topic>Wireless communication</topic><topic>Wireless sensor networks</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sun, Yanjing</creatorcontrib><creatorcontrib>Li, Xinyan</creatorcontrib><creatorcontrib>Zhou, Jiasi</creatorcontrib><creatorcontrib>Chen, Ruirui</creatorcontrib><creatorcontrib>Wang, Bowen</creatorcontrib><creatorcontrib>Wang, Yanfen</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Wanfang Data Journals - Hong Kong</collection><collection>WANFANG Data Centre</collection><collection>Wanfang Data Journals</collection><collection>万方数据期刊 - 香港版</collection><collection>China Online Journals (COJ)</collection><collection>China Online Journals (COJ)</collection><jtitle>China communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sun, Yanjing</au><au>Li, Xinyan</au><au>Zhou, Jiasi</au><au>Chen, Ruirui</au><au>Wang, Bowen</au><au>Wang, Yanfen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Precoder design and impulsive noise mitigation scheme for industrial wireless communications</atitle><jtitle>China communications</jtitle><stitle>ChinaComm</stitle><date>2021-04-01</date><risdate>2021</risdate><volume>18</volume><issue>4</issue><spage>182</spage><epage>197</epage><pages>182-197</pages><issn>1673-5447</issn><coden>CCHOBE</coden><abstract>In industrial wireless scenarios, the impulsive noise (IN) incurred by machine running or operation causes a serious influence on the power-limited industrial wireless communications. It is challenging to ensure efficient and reliable transmission with quality of service (QoS) guarantee for machinetype communication devices (MTCDs). Considering the IN in the industrial process, this paper establishes the multiuser multiple-input single-output (MU-MISO) orthogonal frequency division multiplexing (OFDM) system model, which combines transmitter and receiver design. Two precoding schemes are designed to improve communication effectiveness at the transmitter. More specifically, the precoder design scheme which combines semi-definite relaxation (SDR) with difference-of-two-convex-function (D.C.) iterative algorithm, is developed by utilizing the Dinkelbach method to improve the system effectiveness. To decrease the computational complexity, we devise the quadratic-based fractional programming (QFP) algorithm, which decouples the variables by using a quadratic transform method. On this basis, the IN mitigation scheme is studied to reduce the system error rate (SER) at the receiver. With the goal of improving the reliability of industrial wireless communications, we propose a hybrid nonlinear IN mitigation (HNINM) scheme and then derive its closed-form expression of SER. The simulation results show that the proposed QFP algorithm achieves superior performance while the HNINM scheme decreases the SER of industrial wireless communications.</abstract><pub>China Institute of Communications</pub><doi>10.23919/JCC.2021.04.014</doi><tpages>16</tpages></addata></record> |
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subjects | impulsive noise mitigation Industrial wireless communications OFDM pre-coder design Quality of service Receivers Reliability Transmitters Wireless communication Wireless sensor networks |
title | Precoder design and impulsive noise mitigation scheme for industrial wireless communications |
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