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1. 北京经济管理职业学院工程技术学院,北京 100102
2. 北京交通大学电子信息工程学院,北京 100044
3. 中国联合网络通信有限公司研究院,北京 100048
4. 中国科学院信息工程研究所,北京 100864
[ "卢艳萍(1979- ),女,博士,北京经济管理职业学院工程技术学院讲师,主要研究方向为无线通信、大规模MIMO信道测量与模型构建" ]
[ "刘留(1981- ),男,博士,北京交通大学电子信息工程学院教授,主要研究方向为5G、无线宽带移动通信、大规模 MIMO 信道建模" ]
[ "付丽琴(1971- ),女,博士,北京经济管理职业学院工程技术学院教授,主要研究方向为机器智能感知与模式识别" ]
[ "邱佳慧(1985- ),女,博士,现就职于中国联合网络通信有限公司研究院,主要研究方向为5G关键技术和车联网关键技术" ]
[ "刘凯(1987- ),博士,现就职于中国科学院信息工程研究所,主要研究方向为 5G 多天线选择技术和大数据处理技术" ]
网络出版日期:2021-04,
纸质出版日期:2021-04-20
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卢艳萍, 刘留, 付丽琴, 等. 大规模MIMO信道测量与建模综述[J]. 电信科学, 2021,37(4):14-27.
Yanping LU, Liu LIU, Liqin FU, et al. A survey of massive MIMO channel measurement and model[J]. Telecommunications science, 2021, 37(4): 14-27.
卢艳萍, 刘留, 付丽琴, 等. 大规模MIMO信道测量与建模综述[J]. 电信科学, 2021,37(4):14-27. DOI: 10.11959/j.issn.1000-0801.2021067.
Yanping LU, Liu LIU, Liqin FU, et al. A survey of massive MIMO channel measurement and model[J]. Telecommunications science, 2021, 37(4): 14-27. DOI: 10.11959/j.issn.1000-0801.2021067.
归纳了国内外已开展的大规模多天线协作通信系统的无线信道测量活动,总结了国际标准化机构关于大规模多天线无线信道的相关提案和候选模型,分析了大规模多天线无线信道在实际测量环境中的传播特性,基于实际测量的问题,讨论了传统的建模方法以及基于大数据理论和人工智能理论的大规模多天线无线信道建模方法,最后提出了未来的研究方向。
The conducted measurement campaigns at home and abroad were presented.Meanwhile
proposals and standard channel models from the international standardization organization were reviewed.The propagation characteristics of massive MIMO wireless channels were investigated based on the indoor and outdoor measurements.Moreover
the traditional and novel methods of channel modeling were analyzed.Finally
open research issues were presented.
IMT-2020(5G)推进组发布 5G 技术白皮书 [J ] . 中国无线电 , 2015 ( 5 ).
GAO X , EDFORS O , RUSEK F , et al . Massive MIMO performance evaluation based on measured propagation data [J ] . IEEE Transactions on Wireless Communications , 2015 , 14 ( 7 ): 3899 - 3911 .
GAO X , EDFORS O , RUSEK F , et al . Linear pre-coding performance in measured very-large MIMO channels [C ] // Proceedings of 2011 IEEE Vehicular Technology Conference (VTC Fall) . Piscataway:IEEE Press , 2011 : 1 - 5 .
GAO X , TUFVESSON F , EDFORS O . Massive MIMO channels—measurements and models [C ] // Proceedings of 2013 Asilomar Conference on Signals,Systems and Computers . Piscataway:IEEE Press , 2013 : 280 - 284 .
ZHANG S M , DOUFEXI A , NIX A . Evaluating realistic performance gains of massive multi-user MIMO system in urban City deployments [C ] // Proceedings of 2016 23rd International Conference on Telecommunications (ICT) . Piscataway:IEEE Press , 2016 : 1 - 6 .
LIU G Y , HOU X Y , WANG F , et al . Achieving 3D-MIMO with massive antennas from theory to practice with evaluation and field trial results [J ] . IEEE Systems Journal , 2017 , 11 ( 1 ): 62 - 71 .
SANGODOYIN S , KRISTEM V , U BAS C , et al . Cluster-based analysis of 3D MIMO channel measurement in an urban environment [C ] // Proceedings of MILCOM 2015 - 2015 IEEE Military Communications Conference . Piscataway:IEEE Press , 2015 : 744 - 749 .
FEI D , HE R S , AI B , et al . Massive MIMO channel measurements and analysis at 3.33 GHz [C ] // Proceedings of 2015 10th International Conference on Communications and Networking in China (ChinaCom) . Piscataway:IEEE Press , 2015 : 194 - 198 .
LIU L , TAO C , MATOLAK D W , et al . Stationarity investigation of a LOS massive MIMO channel in stadium scenarios [C ] // Proceedings of 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall) . Piscataway:IEEE Press , 2015 : 1 - 5 .
LI J Z , AI B , HE R S , et al . Measurement-based characterizations of indoor massive MIMO channels at 2 GHz,4 GHz,and 6 GHz frequency bands [C ] // Proceedings of 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring) . Piscataway:IEEE Press , 2016 : 1 - 5 .
PRATSCHNER S , BLAZEK T , GROLL H , et al . Measured user correlation in outdoor-to-indoor massive MIMO scenarios [J ] . IEEE Access , 2020 ( 8 ): 178269 - 178282 .
PRATSCHNER S , BLAZEK T , ZÖCHMANN E , et al . A spatially consistent MIMO channel model with adjustable K factor [J ] . IEEE Access , 2019 ( 7 ): 110174 - 110186 .
KATAOKA R , NISHIMORI K , TRAN N , et al . Basic performance of massive MIMO in indoor scenario at 20-GHz band [C ] // Proceedings of 2015 International Symposium on Antennas and Propagation (ISAP) . Piscataway:IEEE Press , 2015 : 1 - 4 .
MACCARTNEY G R , RAPPAPORT T S , SUN S , et al . Indoor office wideband millimeter-wave propagation measurements and channel models at 28 and 73 GHz for ultra-dense 5G wireless networks [J ] . IEEE Access , 2015 ( 3 ): 2388 - 2424 .
SAMIMI M K , RAPPAPORT T S . 3-D millimeter-wave statistical channel model for 5G wireless system design [J ] . IEEE Transactions on Microwave Theory and Techniques , 2016 , 64 ( 7 ): 2207 - 2225 .
HOYDIS J , HOEK C , WILD T , et al . Channel measurements for large antenna arrays [C ] // Proceedings of 2012 International Symposium on Wireless Communication Systems (ISWCS) . Piscataway:IEEE Press , 2012 : 811 - 815 .
YU H , ZHANG J H , ZHENG Q F , et al . The rationality analysis of massive MIMO virtual measurement at 3.5 GHz [C ] // Proceedings of 2016 IEEE/CIC International Conference on Communications in China (ICCC Workshops) . Piscataway:IEEE Press , 2016 : 1 - 5 .
WANG C , ZHANG J H , TIAN L , et al . The spatial evolution of clusters in massive MIMO mobile measurement at 3.5 GHz [C ] // Proceedings of 2017 IEEE 85th Vehicular Technology Conference (VTC Spring) . Piscataway:IEEE Press , 2017 : 1 - 6 .
3GPP . Study on channel model for frequency spectrum above 6 GHz:TR 36.900 V14.3.1 [S ] . 2017 .
3GPP . Study on channel model for frequencies from 0.5 to 100 GHz:TR 36.901 V14.3.0 [S ] . 2017 .
COST . White paper on channel measurements and modeling for 5G networks in the frequency bands above 6 GHz [R ] . 2016 .
LIU L F , OESTGES C , POUTANEN J , et al . The COST 2100 MIMO channel model [J ] . IEEE Wireless Communications , 2012 , 19 ( 6 ): 92 - 99 .
METIS . METIS channel models [Z ] . 2015 .
RAPPAPORT T S , SUN S , SHAFI M . 5G channel model with improved accuracy and efficiency in mmwave bands [C ] // Proceedings of IEEE 5G Tech Focus . Piscataway:IEEE Press , 2017 .
SAMIMI M K , RAPPAPORT T S . 3-D millimeter-wave statistical channel model for 5G wireless system design [J ] . IEEE Transactions on Microwave Theory and Techniques , 2016 , 64 ( 7 ): 2207 - 2225 .
RAPPAPORT T S , MACCARTNEY G R , SAMIMI M K , et al . Wideband millimeter-wave propagation measurements and channel models for future wireless communication system design [J ] . IEEE Transactions on Communications , 2015 , 63 ( 9 ): 3029 - 3056 .
MACCARTNEY G R , RAPPAPORT T S . Rural macrocell path loss models for millimeter wave wireless communications [J ] . IEEE Journal on Selected Areas in Communications , 2017 , 35 ( 7 ): 1663 - 1677 .
GHASEMPOUR Y , DA SILVA C R C M , CORDEIRO C , et al . IEEE 802.11ay:next-generation 60 GHz communication for 100 Gb/s Wi-Fi [J ] . IEEE Communications Magazine , 2017 , 55 ( 12 ): 186 - 192 .
JAECKEL S , RASCHKOWSKI L , BÖRNER K , et al . QuaDRiGa:a 3-D multi-cell channel model with time evolution for enabling virtual field trials [J ] . IEEE Transactions on Antennas and Propagation , 2014 , 62 ( 6 ): 3242 - 3256 .
3GPP . On channel modeling for the design of the new radio:RP-160986 [S ] . 2016 .
ANDREAS F . Molisch,Wireless Communications,2nd Edition [M ] . New York : Wiley-IEEE Press . 2011 .
FLEURY B H , DAHLHAUS D , HEDDERGOTT R , et al . Wideband angle of arrival estimation using the SAGE algorithm [C ] // Proceedings of ISSSTA’95 International Symposium on Spread Spectrum Techniques and Applications . Piscataway:IEEE Press , 1996 : 79 - 85 .
LU Y P , TAO C , LIU L , et al . Spatial characteristics of the massive MIMO channel based on indoor measurement at 1.4725 GHz [J ] . IET Communications , 2018 , 12 ( 2 ): 192 - 197 .
杜加懂 , 林辉 . 多天线无线信道仿真与建模方法 [J ] . 电信网技术 , 2007 ( 10 ): 17 - 20 .
DU J D , LIN H . The simulation and modeling method of multi-antenna wireless channel [J ] . Telecommunications Network Technology , 2007 ( 10 ): 17 - 20 .
HRYCAK T , DAS S , MATZ G , et al . Low complexity equalization for doubly selective channels modeled by a basis expansion [J ] . IEEE Transactions on Signal Processing , 2010 , 58 ( 11 ): 5706 - 5719 .
朱春华 , 姚金魁 , 杨铁军 . 无线信道建模方法综述 [J ] . 无线互联科技 , 2015 ( 16 ): 26 - 27 .
ZHU C H , YAO J K , YANG T J . Review on wireless channel modeling method [J ] . Wireless Internet Technology , 2015 ( 16 ): 26 - 27 .
工业和信息化部 . 2019年通信业统计公报 [Z ] . 2020 .
MIIT . Statistical bulletin of communication industry in 2019 [Z ] . 2020 .
张建华 , 张平 , 田磊 , 等 . 一种基于大数据挖掘的无线信道建模方法:CN106126807B [P ] .2019-04-09
ZHANG J H , ZHANG P , TIAN L , et al . Big data mining-based wireless channel modeling method:CN106126807B [P ] .2019-04-09
HE R S , LI Q Y , AI B , et al . A kernel-power-density-based algorithm for channel multipath components clustering [J ] . IEEE Transactions on Wireless Communications , 2017 , 16 ( 11 ): 7138 - 7151 .
DU F , ZHAO X W , GENG S Y , et al . An improved KPD algorithm of multipath components clustering for 5G millimeter wave radio channels [C ] // 2018 12th International Symposium on Antennas,Propagation and EM Theory (ISAPE) . Piscataway:IEEE Press , 2018 : 1 - 4 .
WANG C , ZHANG J H , YU G Z . Cluster analysis of pedestrian mobile channels in measurements and simulations [J ] . Applied Sciences , 2019 , 9 ( 5 ): 886 .
MA X C , ZHANG J H , ZHANG Y X , et al . A PCA-based modeling method for wireless MIMO channel [C ] // 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) . Piscataway:IEEE Press , 2017 : 874 - 879 .
POPOOLA S I , JEFIA A , ATAYERO A A , et al . Determination of neural network parameters for path loss prediction in very high frequency wireless channel [J ] . IEEE Access , 2019 ( 7 ): 150462 - 150483 .
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