RIS-Based Self-Interference Cancellation for Full-Duplex Broadband Transmission
Full-duplex (FD) is an attractive technology that can significantly boost the throughput of wireless communications. However, it is limited by the severe self-interference (SI) from the transmitter to the local receiver. In this paper, we propose a new SI cancellation (SIC) scheme based on reconfigu...
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Veröffentlicht in: | IEEE transactions on wireless communications 2024-07, Vol.23 (7), p.7159-7171 |
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description | Full-duplex (FD) is an attractive technology that can significantly boost the throughput of wireless communications. However, it is limited by the severe self-interference (SI) from the transmitter to the local receiver. In this paper, we propose a new SI cancellation (SIC) scheme based on reconfigurable intelligent surface (RIS), where small RISs are deployed inside FD devices to enhance SIC capability and system capacity under frequency-selective fading channels. The novel scheme can not only address the challenges associated with SIC but also improve the overall performance. We first analyze the near-field behavior of the RIS and then formulate an optimization problem to maximize the SIC capability by controlling the reflection coefficients (RCs) of the RIS and allocating the transmit power of the device. The problem is solved with alternate optimization (AO) algorithm in three cases: ideal case, where both the amplitude and phase of each RIS unit cell can be controlled independently and continuously, continuous phases, where the phase of each RIS unit cell can be controlled independently, while the amplitude is fixed to one, and discrete phases, where the RC of each RIS unit cell can only take discrete values and these discrete values are equally spaced on the unit circle. For the ideal case, the closed-form solution to RC is derived with Karush-Kuhn-Tucker (KKT) conditions. Based on Riemannian conjugate gradient (RCG) algorithm, we optimize the RC for the case of continuous phases and then extend the solution to the case of discrete phases by the nearest point projection (NPP) method. Simulation results are given to validate the performance of our proposed SIC scheme. |
doi_str_mv | 10.1109/TWC.2023.3337787 |
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However, it is limited by the severe self-interference (SI) from the transmitter to the local receiver. In this paper, we propose a new SI cancellation (SIC) scheme based on reconfigurable intelligent surface (RIS), where small RISs are deployed inside FD devices to enhance SIC capability and system capacity under frequency-selective fading channels. The novel scheme can not only address the challenges associated with SIC but also improve the overall performance. We first analyze the near-field behavior of the RIS and then formulate an optimization problem to maximize the SIC capability by controlling the reflection coefficients (RCs) of the RIS and allocating the transmit power of the device. The problem is solved with alternate optimization (AO) algorithm in three cases: ideal case, where both the amplitude and phase of each RIS unit cell can be controlled independently and continuously, continuous phases, where the phase of each RIS unit cell can be controlled independently, while the amplitude is fixed to one, and discrete phases, where the RC of each RIS unit cell can only take discrete values and these discrete values are equally spaced on the unit circle. For the ideal case, the closed-form solution to RC is derived with Karush-Kuhn-Tucker (KKT) conditions. Based on Riemannian conjugate gradient (RCG) algorithm, we optimize the RC for the case of continuous phases and then extend the solution to the case of discrete phases by the nearest point projection (NPP) method. Simulation results are given to validate the performance of our proposed SIC scheme.</description><identifier>ISSN: 1536-1276</identifier><identifier>EISSN: 1558-2248</identifier><identifier>DOI: 10.1109/TWC.2023.3337787</identifier><identifier>CODEN: ITWCAX</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Amplitudes ; Broadband ; Broadband communication ; Closed form solutions ; full-duplex (FD) ; Interference cancellation ; Kuhn-Tucker method ; near-field ; OFDM ; Optimization ; orthogonal frequency division multiplexing (OFDM) ; Phases ; Receiving antennas ; Reconfigurable intelligent surface (RIS) ; Reconfigurable intelligent surfaces ; Selective fading ; self-interference cancellation (SIC) ; Transmitting antennas ; Unit cell ; Wireless communication ; Wireless communications</subject><ispartof>IEEE transactions on wireless communications, 2024-07, Vol.23 (7), p.7159-7171</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c245t-517ae05605d47593b91274a821c77e356668b6ee51958fd43d2c27c72a1c07253</cites><orcidid>0000-0002-1059-3642 ; 0009-0006-7261-0563 ; 0000-0002-2009-0539 ; 0000-0003-3755-8203</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10348515$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10348515$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Wu, Jiayan</creatorcontrib><creatorcontrib>Cheng, Wenchi</creatorcontrib><creatorcontrib>Wang, Jianyu</creatorcontrib><creatorcontrib>Wang, Jingqing</creatorcontrib><creatorcontrib>Zhang, Wei</creatorcontrib><title>RIS-Based Self-Interference Cancellation for Full-Duplex Broadband Transmission</title><title>IEEE transactions on wireless communications</title><addtitle>TWC</addtitle><description>Full-duplex (FD) is an attractive technology that can significantly boost the throughput of wireless communications. However, it is limited by the severe self-interference (SI) from the transmitter to the local receiver. In this paper, we propose a new SI cancellation (SIC) scheme based on reconfigurable intelligent surface (RIS), where small RISs are deployed inside FD devices to enhance SIC capability and system capacity under frequency-selective fading channels. The novel scheme can not only address the challenges associated with SIC but also improve the overall performance. We first analyze the near-field behavior of the RIS and then formulate an optimization problem to maximize the SIC capability by controlling the reflection coefficients (RCs) of the RIS and allocating the transmit power of the device. The problem is solved with alternate optimization (AO) algorithm in three cases: ideal case, where both the amplitude and phase of each RIS unit cell can be controlled independently and continuously, continuous phases, where the phase of each RIS unit cell can be controlled independently, while the amplitude is fixed to one, and discrete phases, where the RC of each RIS unit cell can only take discrete values and these discrete values are equally spaced on the unit circle. For the ideal case, the closed-form solution to RC is derived with Karush-Kuhn-Tucker (KKT) conditions. Based on Riemannian conjugate gradient (RCG) algorithm, we optimize the RC for the case of continuous phases and then extend the solution to the case of discrete phases by the nearest point projection (NPP) method. Simulation results are given to validate the performance of our proposed SIC scheme.</description><subject>Algorithms</subject><subject>Amplitudes</subject><subject>Broadband</subject><subject>Broadband communication</subject><subject>Closed form solutions</subject><subject>full-duplex (FD)</subject><subject>Interference cancellation</subject><subject>Kuhn-Tucker method</subject><subject>near-field</subject><subject>OFDM</subject><subject>Optimization</subject><subject>orthogonal frequency division multiplexing (OFDM)</subject><subject>Phases</subject><subject>Receiving antennas</subject><subject>Reconfigurable intelligent surface (RIS)</subject><subject>Reconfigurable intelligent surfaces</subject><subject>Selective fading</subject><subject>self-interference cancellation (SIC)</subject><subject>Transmitting antennas</subject><subject>Unit cell</subject><subject>Wireless communication</subject><subject>Wireless communications</subject><issn>1536-1276</issn><issn>1558-2248</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkE1Lw0AQhhdRsFbvHjwEPG_dj-zX0UarhULBVjwu22QCKduk7iag_94N7cHLzByed2Z4ELqnZEYpMU_br2LGCOMzzrlSWl2gCRVCY8ZyfTnOXGLKlLxGNzHuCaFKCjFB64_lBs9dhCrbgK_xsu0h1BCgLSErXKreu77p2qzuQrYYvMcvw9HDTzYPnat2rq2ybXBtPDQxJuwWXdXOR7g79yn6XLxui3e8Wr8ti-cVLlkueiyockCEJKLKlTB8Z9JvudOMlkoBF1JKvZMAghqh6yrnFSuZKhVztCSKCT5Fj6e9x9B9DxB7u--G0KaTlhNluMmNHilyosrQxRigtsfQHFz4tZTYUZtN2uyozZ61pcjDKdIAwD-c51okiX8FP2co</recordid><startdate>20240701</startdate><enddate>20240701</enddate><creator>Wu, Jiayan</creator><creator>Cheng, Wenchi</creator><creator>Wang, Jianyu</creator><creator>Wang, Jingqing</creator><creator>Zhang, Wei</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>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0002-1059-3642</orcidid><orcidid>https://orcid.org/0009-0006-7261-0563</orcidid><orcidid>https://orcid.org/0000-0002-2009-0539</orcidid><orcidid>https://orcid.org/0000-0003-3755-8203</orcidid></search><sort><creationdate>20240701</creationdate><title>RIS-Based Self-Interference Cancellation for Full-Duplex Broadband Transmission</title><author>Wu, Jiayan ; Cheng, Wenchi ; Wang, Jianyu ; Wang, Jingqing ; Zhang, Wei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c245t-517ae05605d47593b91274a821c77e356668b6ee51958fd43d2c27c72a1c07253</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Algorithms</topic><topic>Amplitudes</topic><topic>Broadband</topic><topic>Broadband communication</topic><topic>Closed form solutions</topic><topic>full-duplex (FD)</topic><topic>Interference cancellation</topic><topic>Kuhn-Tucker method</topic><topic>near-field</topic><topic>OFDM</topic><topic>Optimization</topic><topic>orthogonal frequency division multiplexing (OFDM)</topic><topic>Phases</topic><topic>Receiving antennas</topic><topic>Reconfigurable intelligent surface (RIS)</topic><topic>Reconfigurable intelligent surfaces</topic><topic>Selective fading</topic><topic>self-interference cancellation (SIC)</topic><topic>Transmitting antennas</topic><topic>Unit cell</topic><topic>Wireless communication</topic><topic>Wireless communications</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wu, Jiayan</creatorcontrib><creatorcontrib>Cheng, Wenchi</creatorcontrib><creatorcontrib>Wang, Jianyu</creatorcontrib><creatorcontrib>Wang, Jingqing</creatorcontrib><creatorcontrib>Zhang, Wei</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>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE transactions on wireless communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Wu, Jiayan</au><au>Cheng, Wenchi</au><au>Wang, Jianyu</au><au>Wang, Jingqing</au><au>Zhang, Wei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>RIS-Based Self-Interference Cancellation for Full-Duplex Broadband Transmission</atitle><jtitle>IEEE transactions on wireless communications</jtitle><stitle>TWC</stitle><date>2024-07-01</date><risdate>2024</risdate><volume>23</volume><issue>7</issue><spage>7159</spage><epage>7171</epage><pages>7159-7171</pages><issn>1536-1276</issn><eissn>1558-2248</eissn><coden>ITWCAX</coden><abstract>Full-duplex (FD) is an attractive technology that can significantly boost the throughput of wireless communications. However, it is limited by the severe self-interference (SI) from the transmitter to the local receiver. In this paper, we propose a new SI cancellation (SIC) scheme based on reconfigurable intelligent surface (RIS), where small RISs are deployed inside FD devices to enhance SIC capability and system capacity under frequency-selective fading channels. The novel scheme can not only address the challenges associated with SIC but also improve the overall performance. We first analyze the near-field behavior of the RIS and then formulate an optimization problem to maximize the SIC capability by controlling the reflection coefficients (RCs) of the RIS and allocating the transmit power of the device. The problem is solved with alternate optimization (AO) algorithm in three cases: ideal case, where both the amplitude and phase of each RIS unit cell can be controlled independently and continuously, continuous phases, where the phase of each RIS unit cell can be controlled independently, while the amplitude is fixed to one, and discrete phases, where the RC of each RIS unit cell can only take discrete values and these discrete values are equally spaced on the unit circle. For the ideal case, the closed-form solution to RC is derived with Karush-Kuhn-Tucker (KKT) conditions. Based on Riemannian conjugate gradient (RCG) algorithm, we optimize the RC for the case of continuous phases and then extend the solution to the case of discrete phases by the nearest point projection (NPP) method. Simulation results are given to validate the performance of our proposed SIC scheme.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TWC.2023.3337787</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-1059-3642</orcidid><orcidid>https://orcid.org/0009-0006-7261-0563</orcidid><orcidid>https://orcid.org/0000-0002-2009-0539</orcidid><orcidid>https://orcid.org/0000-0003-3755-8203</orcidid></addata></record> |
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subjects | Algorithms Amplitudes Broadband Broadband communication Closed form solutions full-duplex (FD) Interference cancellation Kuhn-Tucker method near-field OFDM Optimization orthogonal frequency division multiplexing (OFDM) Phases Receiving antennas Reconfigurable intelligent surface (RIS) Reconfigurable intelligent surfaces Selective fading self-interference cancellation (SIC) Transmitting antennas Unit cell Wireless communication Wireless communications |
title | RIS-Based Self-Interference Cancellation for Full-Duplex Broadband Transmission |
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