Air-Induced Passive Intermodulation in FDD MIMO Systems: Algorithms and Measurements
In this article, we model and develop effective cancellation schemes for passive intermodulation (PIM) distortion induced by external objects in the vicinity of the transmitter-referred to as air-induced PIM-in frequency-division duplex (FDD) multiple-input-multiple-output (MIMO) systems. PIM is int...
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Veröffentlicht in: | IEEE transactions on microwave theory and techniques 2023-01, Vol.71 (1), p.373-388 |
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creator | Lampu, Vesa Anttila, Lauri Turunen, Matias Fleischer, Marko Hellmann, Jan Valkama, Mikko |
description | In this article, we model and develop effective cancellation schemes for passive intermodulation (PIM) distortion induced by external objects in the vicinity of the transmitter-referred to as air-induced PIM-in frequency-division duplex (FDD) multiple-input-multiple-output (MIMO) systems. PIM is interference generated from the transmitted signals undergoing nonlinear transformation, which, in FDD systems, may cause desensitization of the receiver chain. First, we present a general model of the received air-induced PIM signal, with an arbitrary number of dual-carrier TX chains active and an arbitrary number of PIM sources causing interference, on all the intermodulation frequencies. Then, the derived model is used to develop a cancellation scheme based on a complete set of basis functions (BFs) in a rank-2 dual-carrier MIMO system with four active carriers. To alleviate the high complexity of the aforementioned scheme, we then propose a novel alternative cancellation scheme with much reduced complexity, leveraging on the physical modeling of the system, which is capable of handling any number of PIM sources in the system. RF measurement-based experimentations carried out with real-life equipment evidence excellent cancellation capabilities of the complete BF model, which can be retained with much reduced complexity with the proposed alternative technique. |
doi_str_mv | 10.1109/TMTT.2022.3219459 |
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PIM is interference generated from the transmitted signals undergoing nonlinear transformation, which, in FDD systems, may cause desensitization of the receiver chain. First, we present a general model of the received air-induced PIM signal, with an arbitrary number of dual-carrier TX chains active and an arbitrary number of PIM sources causing interference, on all the intermodulation frequencies. Then, the derived model is used to develop a cancellation scheme based on a complete set of basis functions (BFs) in a rank-2 dual-carrier MIMO system with four active carriers. To alleviate the high complexity of the aforementioned scheme, we then propose a novel alternative cancellation scheme with much reduced complexity, leveraging on the physical modeling of the system, which is capable of handling any number of PIM sources in the system. RF measurement-based experimentations carried out with real-life equipment evidence excellent cancellation capabilities of the complete BF model, which can be retained with much reduced complexity with the proposed alternative technique.</description><identifier>ISSN: 0018-9480</identifier><identifier>EISSN: 1557-9670</identifier><identifier>DOI: 10.1109/TMTT.2022.3219459</identifier><identifier>CODEN: IETMAB</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>5G mobile communication ; Algorithms ; Atmospheric modeling ; Basis functions ; Cancellation ; Carrier aggregation (CA) ; Chains ; Complexity ; Complexity theory ; Desensitization ; Frequency division duplexing ; frequency-division duplex (FDD) ; Interference ; Intermodulation ; Intermodulation distortion ; MIMO communication ; multiple-input multiple-output (MIMO) ; nonlinear distortion cancellation ; passive intermodulation (PIM) ; Radio frequency ; simultaneous transmit and receive ; System effectiveness ; Transceivers</subject><ispartof>IEEE transactions on microwave theory and techniques, 2023-01, Vol.71 (1), p.373-388</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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PIM is interference generated from the transmitted signals undergoing nonlinear transformation, which, in FDD systems, may cause desensitization of the receiver chain. First, we present a general model of the received air-induced PIM signal, with an arbitrary number of dual-carrier TX chains active and an arbitrary number of PIM sources causing interference, on all the intermodulation frequencies. Then, the derived model is used to develop a cancellation scheme based on a complete set of basis functions (BFs) in a rank-2 dual-carrier MIMO system with four active carriers. To alleviate the high complexity of the aforementioned scheme, we then propose a novel alternative cancellation scheme with much reduced complexity, leveraging on the physical modeling of the system, which is capable of handling any number of PIM sources in the system. RF measurement-based experimentations carried out with real-life equipment evidence excellent cancellation capabilities of the complete BF model, which can be retained with much reduced complexity with the proposed alternative technique.</description><subject>5G mobile communication</subject><subject>Algorithms</subject><subject>Atmospheric modeling</subject><subject>Basis functions</subject><subject>Cancellation</subject><subject>Carrier aggregation (CA)</subject><subject>Chains</subject><subject>Complexity</subject><subject>Complexity theory</subject><subject>Desensitization</subject><subject>Frequency division duplexing</subject><subject>frequency-division duplex (FDD)</subject><subject>Interference</subject><subject>Intermodulation</subject><subject>Intermodulation distortion</subject><subject>MIMO communication</subject><subject>multiple-input multiple-output (MIMO)</subject><subject>nonlinear distortion cancellation</subject><subject>passive intermodulation (PIM)</subject><subject>Radio frequency</subject><subject>simultaneous transmit and receive</subject><subject>System effectiveness</subject><subject>Transceivers</subject><issn>0018-9480</issn><issn>1557-9670</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><recordid>eNo9kE1Lw0AQhhdRsFZ_gHhZ8Jw6-5mst9JaDTRUMJ6XTbLRlGZTdxOh_96UFi_zMvC8M_AgdE9gRgiopzzL8xkFSmeMEsWFukATIkQcKRnDJZoAkCRSPIFrdBPCdly5gGSC8nnjo9RVQ2kr_G5CaH4tTl1vfdtVw870Tedw4_BqucRZmm3wxyH0tg3PeL776nzTf7cBG1fhzJoweNta14dbdFWbXbB355yiz9VLvniL1pvXdDFfRyVjso8Kwk3BmQEuE6hrZZWVbBy0KuoalFSJAcqIKAirwBgWF0JyWcgyESVXpGJT9Hi6u_fdz2BDr7fd4N34UtNYSkk5F2KkyIkqfReCt7Xe-6Y1_qAJ6KM8fZSnj_L0Wd7YeTh1GmvtP6-UhIQA-wNypGpa</recordid><startdate>202301</startdate><enddate>202301</enddate><creator>Lampu, Vesa</creator><creator>Anttila, Lauri</creator><creator>Turunen, Matias</creator><creator>Fleischer, Marko</creator><creator>Hellmann, Jan</creator><creator>Valkama, Mikko</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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PIM is interference generated from the transmitted signals undergoing nonlinear transformation, which, in FDD systems, may cause desensitization of the receiver chain. First, we present a general model of the received air-induced PIM signal, with an arbitrary number of dual-carrier TX chains active and an arbitrary number of PIM sources causing interference, on all the intermodulation frequencies. Then, the derived model is used to develop a cancellation scheme based on a complete set of basis functions (BFs) in a rank-2 dual-carrier MIMO system with four active carriers. To alleviate the high complexity of the aforementioned scheme, we then propose a novel alternative cancellation scheme with much reduced complexity, leveraging on the physical modeling of the system, which is capable of handling any number of PIM sources in the system. 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subjects | 5G mobile communication Algorithms Atmospheric modeling Basis functions Cancellation Carrier aggregation (CA) Chains Complexity Complexity theory Desensitization Frequency division duplexing frequency-division duplex (FDD) Interference Intermodulation Intermodulation distortion MIMO communication multiple-input multiple-output (MIMO) nonlinear distortion cancellation passive intermodulation (PIM) Radio frequency simultaneous transmit and receive System effectiveness Transceivers |
title | Air-Induced Passive Intermodulation in FDD MIMO Systems: Algorithms and Measurements |
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