《电信科学》2021年（第37卷）总目次
2021-04-10
《电信科学》2021年（第37卷）总目次
5G信道建模与性能测试方法................................................................. 魏贵明，张翔，郭宇航，乔尚兵 2 [2021034](15)
5G终端MIMO OTA测试方法研究现状与展望................ 马楠，余菲，杨晓丽，许晓东，张治 2 [2021035](22)
面向汽车的MIMO OTA测试技术........................................ 李雷，魏贵明，姜国凯，冯家煦，吴翔 2 [2021040](32)
5G毫米波OTA测试技术....................................................................... 凌云志，张煜，许虎，陈婷 2 [2021042](39)
5G NR的小区搜索改进算法.................................................................................. 董宝江，彭琛，卢贺 2 [2021036](48)
城市场景5G eMBB网络速率提升研究与应用.................................................................... 周胜，李天璞 2 [2021038](55)
物联网终端评测体系发展研究............................................................... 谢金凤，严涵琦，邓炳光，张炎 2 [2021037](63)
基于拟态架构的内生安全云数据中心关键技术和实现方法............................................................................. 张帆，谢光伟，郭威，扈红超，张汝云，刘文彦 3 [2021056](39)
生物免疫启发下的一种内生安全技术框架........................................... 李玉峰，曹晨红，李江涛，王鹏 3 [2021051](49)
有限异构资源条件下的工业控制拟态调度算法................................................... 张汝云，李合元，李顺斌 3 [2021047](57)
网络空间内生安全试验场管理技术....................................................................... 朱泓艺，陆肖元，李毅 3 [2021048](66)
资源公钥基础设施RPKI：现状与问题................................................................. 苏莹莹，李丹，叶洪琳 3 [2021050](75)
基于区块链的云数据匿名确定性删除方法........... 王双星，罗劲瑭，帅莉莎，张佳敏，张敏，阳小龙 3 [2021049](90)
基于机器学习和深度学习的网络流量分类研究................................................... 顾玥，李丹，高凯辉 3 [2021052](105)
人工智能在5G系统中的应用综述........................................ 章坚武，王路鑫，孙玲芬，章谦骅，单杭冠 5 [2021109](14)
AI使能的5G节能技术.......................................................................... 徐丹，曾宇，孟维业，李力卡 5 [2021104](32)
智能运维中KPI异常检测的研究进展.................................. 王速，卢华，汪硕，蔡磊，黄韬 5 [2021105](42)
基于行为画像的物联网业务保障方法................................................... 赵龙刚，刘汉生，王峰，狄爽 5 [2021113](52)
智能语音业务质量评估保障方案........................... 李光宇，梁燕萍，余立，王昆，陈扬铭，刘思佳 5 [2021110](64)
基于云边协同的计算机视觉推理机制................................................................................... 唐博恒，柴鑫刚 5 [2021107](72)
基于深度学习的调制识别综述............................................................... 孙姝君，彭盛亮，姚育东，杨喜 5 [2021114](82)
采用完整局部二进制模式的伪装语音检测........... 徐剑，简志华，于佳祺，金易帆，游林，汪云路 5 [2021108](91)
面向6G网络的信息时效性度量及研究进展........................ 孙径舟，王乐涵，孙宇璇，周盛，牛志升 6 [2021127](3)
基于生成对抗网络的MIMO信道估计方法......................... 华郁秀，李荣鹏，赵志峰，吴建军，张宏纲 6 [2021135](14)
基于CP-free OFDM的上行SCMA收发机设计和性能分析.............................................. 周立，刘喜庆 6 [2021132](23)
太赫兹无线组网：原理、现状与挑战................................... 周天航，杨闯，刘子乐，彭木根，于丽 6 [2021122](33)
紫外光通信散射信道模型分析与发展现状........................................................... 袁仁智，王志峰，彭木根 6 [2021126](45)
面向B5G和6G的边缘计算与网络切片资源管理.......................................................................................... . 孙茜，田霖，周一青，冯晨，王园园，周继华 6 [2021128](55)
软件定义的星地融合智能无线网络....................................... 袁硕，任奕璟，王则予，孙耀华，彭木根 6 [2021123](66)
6G卫星通信接入及移动性管理技术..................... 吴晓文，凌翔，朱立东，焦侦丰，程剑，杨博 6 [2021131](78)
6G室内定位技术原理与展望................................................................................. 万潇阳，孙耀华，王则予 6 [2021118](91)
海洋数据传输网络体系结构及挑战....................................................................... 姜胜明，葛丽阁，徐艳丽 7 [2021142](16)
海洋物联网关键技术研究与应用........................................... 瞿逢重，来杭亮，刘建章，涂星滨，姜园 7 [2021149](25)
面向海工装备智能化的海洋异构物联网架构....................................... 付振华，李杰，季飞，余华 7 [2021150](34)
海洋探测无人艇：平台设计及应用....................................... 王伟平，何西，董超，郑兵，李雪 7 [2021146](40)
水面无人艇远距离通信系统设计与实现............... 李雪，胡海驹，王伟平，陈焱琨，郑兵，董超 7 [2021141](48)
知识定义的意图网络自治.................................................................................................................................... 王敬宇，周铖，张蕾，刘聪，庄子睿，杨红伟，陈丹阳，朱艳宏，陆璐，廖建新 9 [2021220](1)
上下文感知的6G无线网络................................................................................................................................. 孙军帅，赵芸，王莹莹，李娜，张慧敏，孙欣，闫敏，赵泉，李刚，刘璇，刘光毅 9 [2021227](14)
6G网络智能内生的思考........................................................ 李琴，李唯源，孙晓文，胡玉双，孙滔 9 [2021219](20)
智能超表面在波束及信息调控中的应用.............................. 程强，戴俊彦，柯俊臣，梁竟程，王思然 9 [2021226](30)
超奈奎斯特传输技术：面向6G的应用价值与挑战........... 苏鑫，王森，杨鸿文，金婧，王启星 9 [2021222](38)
面向大规模天线系统的稀布阵技术研究与评估.................. 楼梦婷，金婧，王菡凝，王启星，王江舟 9 [2021218](48)
OTFS技术研究现状与展望................................................... 龙航，王森，徐林飞，贾寅华，代璐 9 [2021221](57)
端到端确定性网络架构和关键技术...................................... 刘 鹏，杜宗鹏，李永竞，陆璐，段晓东 9 [2021223](64)
互联网的设计理念与网络5.0技术........................................................................ 蒋林涛，聂秀英，张杰 10 [2021232](24)
全维可定义网络能力............................................................................... 范琮珊，周旭，覃毅芳，李泰新 10 [2021235](31)
面向业务和网络协同的未来IP网络架构演进..................................... 黄兵，谭斌，罗鉴，郭勇 10 [2021234](39)
泛在IP协议体系..................................................... 周旭，蒋胜，张杰，雷波，郑秀丽，李泰新 10 [2021237](47)
面向大规模确定性网络的全局循环排队与转发机制........................... 莫益军，杨子涵，刘辉宇，何天流 10 [2021240](55)
Klonet：面向技术创新的网络模拟实验平台...................................................................................................... 谢景昭，单炜，肖畅，马铁，陈力，虞红芳，孙罡 10 [2021241](66)
面向算网一体化演进的算力网络技术................................... 段晓东，姚惠娟，付月霞，陆璐，孙滔 10 [2021248](76)
一种基于域名解析机制的算力网络实现方案....................................... 赵倩颖，邢文娟，雷波，蒋林涛 10 [2021233](86)
云网向算网演进中的若干关键技术问题............................................... 曹畅，张帅，刘莹，唐雄燕 10 [2021231](93)
一种新型的基于深度学习的时变信道预测方法.................. 张捷，杨丽花，王增浩，呼博，聂倩 1 [2021011](39)
一种基于黏性隐马尔可夫模型的多频带频谱感知方法...................................... 贾忠杰，金明，宋晓群 1 [2021018](48)
基于统计建模的HEVC快速率失真估计算法..................................................... 孟翔，殷海兵，黄晓峰 1 [2021021](58)
基于人工蜂群算法的基站天线方位角与下倾角自优化方法.............. 蔡佳祺，万海斌，孙友明，覃团发 1 [2021006](69)
一种使用边缘增强技术提高相似图片检索召回率的方法.................................. 曹靖城，张继东，史国杰 1 [2021008](76)
毫米波大规模MIMO系统基于等效信道的全连接混合预编码设计............................................................... 曹海燕，马智尧，智应娟，刘仁清，许方敏，方昕 1 [2021017](85)
一种复杂场景下的视频流人脸隐私保护技术...................... 张驰，陆晔，罗渝平，孙晓凯，祝涵珂 1 [2021015](94)
美国5G频谱战略概述及启迪............................................................................... 许颖，任红，王坦 1 [2021003](102)
基于相关性分析的5G高铁站间距计算方法....................................................... 杨艳，张涛，郭希蕊 1 [2021022](112)
基于信道反转的C-V2X动态功率控制方案......................................................... 翟捷萍，刘小兰，肖海林 2 [2021030](71)
基于自编码器与多模态数据融合的视频推荐方法............................................... 顾秋阳，琚春华，吴功兴 2 [2021031](82)
基于GAN的无监督域自适应行人重识别............................................ 郑声晟，殷海兵，黄晓峰，章天杰 2 [2021016](99)
基于深度学习的流量工程算法研究与应用........................... 胡道允，齐进，陆钱春，李锋，房红强 2 [2021027](107)
面向能源互联的电力物联网安全架构及技术....................... 张翼英，周保先，庞浩渊，曹津平，张桐嘉 2 [2021028](115)
基于网络流量的用户网络行为被害性分析模型................................................................... 周胜利，徐啸炀 2 [2021041](125)
一种降低复杂度的压缩感知水声信道估计方法................................................................... 于玄，耿烜 3 [2021039](114)
一种基于增强奇偶校验码级联极化码的新型编译码方法................... 王燕，刘顺兰，奚珍珍，包建荣 3 [2021033](125)
一种融合MeanShift聚类分析和卷积神经网络的Vibe++背景分割方法......................................................... 刘子豪，贾小军，张素兰，徐志玲，张俊 3 [2021046](133)
非视距环境下基于二阶锥规划的RSS定位算法................................................. 金小萍，梁俊，谢少枫 3 [2021032](146)
基于图数据库的5G数据流转安全防护机制........................................ 粟栗，陆黎，张星，刘畅 4 [2021058](28)
基于扩展传染病模型和马尔可夫链的物联网可用度评估方法........................... 叶晓彤，孙文飞，沈士根 4 [2021063](37)
非正交多址接入无线能量采集协作系统............................................... 金小萍，吴青，翟文超，包建荣 4 [2021054](46)
基于混合高斯变分自编码网络的异常检测算法.............................................................................................. . 陈华华，陈哲，郭春生，应娜，叶学义，章坚武 4 [2021044](54)
大型IP网络时延的主成分分析............................................................................................. 韦烜，黄晓莹 4 [2021059](62)
基于深度学习的快速QTMT划分......................................................... 彭双，王晓东，彭宗举，陈芬 4 [2021062](73)
降低GFDM峰均功率比的低复杂度算法............................................................. 蔡建辉，李光球，沈静洁 4 [2021064](82)
基于多层感知机模型的天线方位角诊断............................................................................................... 陈向荣 4 [2021061](90)
一种动态特征匹配的部分重叠点云配准方法....................................... 杜辉，郑长亮，苗春雨，张小孟 4 [2021010](97)
基站设备断电节能凝露现象的研究....................................... 付吉祥，张瑞艳，张敏，陶琳，邓伟 4 [2021057](108)
基于幅度和相位联合分区的无线物理层密钥生成方法....................... 李楠楠，韩瑜，高宁，金石 5 [2021106](100)
一种大规模MIMO系统的联合用户活跃性和信号检测方法............................. 宋晓群，金明，贾忠杰 5 [2021002](113)
面向物联网轻量级隐私保护的真值发现机制....... 何英杰，李启伟，孙涵，郜迪，董剑峰，杨书华 5 [2021100](124)
基于最大信息系数的软件缺陷数目预测特征选择方法....... 刘国庆，王兴起，魏丹，方景龙，邵艳利 5 [2021025](133)
基于区块链的生鲜奶供应链可信追溯系统方案................... 刘应，范洪博，马首群，高志伟，刘锦江 5 [2021103](148)
一种基于合作干扰的主窃信道安全传输方法....................................................... 徐赛，韩帅，孟维晓 6 [2021121](105)
反向散射辅助的无线供能通信网络的节点间通信............... 陶杰，葛海江，吴旻媛，邵奇可，池凯凯 6 [2021120](115)
基于GRW和FastText模型的电信用户投诉文本分类应用................................................ 赵进，杨小军 6 [2021125](125)
基于时延约束的广域网络拓扑设计和容量规划................... 徐晓青，唐 宏，阮科，武娟，刘晓军 6 [2021137](132)
基于KVM的虚拟机Post-Copy动态迁移算法稳定性优化....................................................................................................................................................................................................................... 陈双喜，赵若琰，刘会，吴春明，阮伟 7 [2021145](57)
一种新型低复杂度双层分组天线选择算法........... 张沛昌，安万年，钟世达，黄磊，庄春生，张伟 7 [2021111](67)
基于持续同调性的人脑认知过程格式塔模式识别拓扑分析............................................................................ 刘再生，倪霏，李荣鹏，张宏纲，刘畅，张解放，谢松云 7 [2021124](77)
5G在铁路智能车站中的应用................................................. 陈瑞凤，李君，徐春婕，程清波，吕晓军 7 [2021117](86)
基于吸引模式的局部二阶梯度轮廓人脸识别算法............................... 叶学义，钱丁炜，应娜，王涛 7 [2021140](96)
频谱资源经济价值评估和定价机制研究及展望................................... 董洁，李恒志，陈岩，王文娟 7 [2021138](107)
基于电力大数据的中国工业增加值现时预测....................... 彭放，彭高群，祁亚茹，刘甜甜，周晓磊 7 [2021143](115)
基于神经网络与马尔可夫组合模型的视频流行度预测算法............... 马学森，陈树友，许向东，储昭坤 8 [2021116](18)
基于无人机中继的星地认知网络波束成形算法................................................................................................ 李艳丽，林志，王子宁，许拔，程铭，欧阳键 8 [2021202](27)
基于改进典范分解的嵌套阵列DOA估计............................ 程思备，骆骁，蒋博筹，王玉婷，吴寰宇 8 [2021119](38)
改进YOLOv4算法的复杂视觉场景行人检测方法............................. 康帅，章坚武，朱尊杰，童国锋 8 [2021198](46)
TAGAN: 一种融合细粒度语义特征的学术论文对抗推荐算法.......... 孙金杨，刘柏嵩，任豪，钱江波 8 [2021197](57)
面向人脸识别的口罩区域修复算法....................... 李悦，钱亚冠，关晓惠，李蔚，王滨，顾钊铨 8 [2021193](66)
基于IAFS算法的毫米波大规模MIMO混合预编码方法.................................. 陈浩椅，李光球，李辉 8 [2021192](77)
基于移动蜂窝网的机器学习室外指纹定位方案................................................................................................ 周志超，冯毅，夏小涵，冯瑜瑶，蔡超，邱佳慧，杨立辉，乌云霄 8 [2021201](85)
5G行业无线专网技术与业务需求模型................................................................. 张学智，赵婧博，赵慧杰 8 [2021194](96)
基于预测的5G网络切片算法............... 张佳庚，祝敏，杜丰，王齐，刘俊，锁志海，王力 9 [2021225](74)
基于改进遗传算法的STSK系统色散矩阵和3D星座的联合优化................................................................ 金小萍，刘家瑜，蒋晨，郭强 9 [2021228](86)
MF中继选择系统的物理层安全性能................................................... 程英，李光球，沈静洁，韦亮 9 [2021213](95)
FALB：一种FC协议链路聚合算法..................................................... 王兆辉，沈剑良，张霞，陈艇 9 [2021215](105)
基于聚类的安全分级虚拟网络映射方法.............................................................. 陆勰，徐雷，张曼君 9 [2021224](112)
基于云计算的政务信息系统整合研究.................................................................................. 陈志宏，姚元 9 [2021199](118)
5G城市轨道交通场景分类及信道建模.............................................................................................................. 何睿斯，艾渤，钟章队，杨汨，黄晨，马张枫，孙桂琪，米航，周承毅，陈瑞凤 10 [2021243](102)
区块链在轨道交通边缘计算网络中的应用........................................................................................................ 谢高畅，卢华，唐琴琴，朱涵，梁成昊，文雯，谢人超 10 [2021238](117)
基于时频矩阵局部对比度的跳频信号参数估计................................... 刘佳敏，赵知劲，尚俊娜，叶学义 10 [2021239](126)
改进自训练模型在业务质差用户识别中的应用................... 余立，李哲，高飞，袁向阳，杨永 10 [2021191](136)
面向确定性网络的按需智能路由技术................................... 伍仲丽，曹园园，黄文睿，戴彬，莫益军 11 [2021245](11)
DDoS攻击恶意行为知识库构建........................................................... 刘飞扬，李坤，宋飞，周华春 11 [2021257](17)
一种轻量可信的物联网通信协议........................................... 马军锋，刘芷若，李观文，杨飞，党娟娜 11 [2021229](33)
机器类通信中集中式与分布式Q学习的资源分配算法研究.............................................. 余云河，孙君 11 [2021244](41)
基于无监督聚类和频繁子图挖掘的电力通信网缺陷诊断与自动派单............................................................ 吴季桦，朱鹏宇，吴子辰，顾彬，洪涛，郭波，王晶，王敬宇 11 [2021253](51)
一种基于差分进化的鲁棒音频隐写算法............................... 苏兆品，沈朝勇，张国富，岳峰，胡东辉 11 [2021246](64)
基于贝叶斯攻击图的SDN安全预测方法............................................ 尹彦尚，索同鹏，董黎刚，蒋献 11 [2021212](75)
多模型融合的客服工单文本分类方法的研究与实现........................................... 张亮，代晓菊，郑荣 11 [2021236](86)
非共轴OAM通信系统的波束管理研究............................................................... 郑凤，段高明，池连刚 12 [2021272](1)
基于改进Henon映射和超混沌的双重语音加密算法.......................................................... 张秋余，宋宇杰 12 [2021271](11)
基于MBER的联合预编码与空时编码GFDM功率分配策略........................... 蔡建辉，李光球，段彦旭 12 [2021261](25)
体域网中一种基于无线信道特征的密钥生成方法研究....................................................................... 黄晶晶 12 [2021260](32)
基于北斗三号卫星非差多普勒观测信号的优化测速模型................................... 王泽杰，王潜心，商天文 12 [2021267](42)
5G上行带宽探测与应用研究.............................................................................................................................. 徐国斌，符哲蔚，刘明，邓志吉，王存刚，钟广海，李辉，孟伟，吴云杰 12 [2021262](51)
抢抓数字经济发展和数字化转型机遇，加快推进信息通信科技创新——从2020年中国通信学会科学技术奖看信息通信科技发展趋势............................................................................................................................. 中国通信学会 1 [2021024](1)
面向移动内容分发网络环境的移动视频预取技术研究进展.......................................................................... . 张世行，罗雅文，张敏，孙奇福，阳小龙 1 [2021020](8)
元学习研究综述...................................................................................................................... 朱应钊，李嫚 1 [2021009](22)
移动设备生物特征识别多模态融合标准研究及展望.......................................................... 林冠辰，王智飞 1 [2021007](32)
面向复杂网络的异构网络表示学习综述............................... 颜铭江，董一鸿，苏江军，陈华辉，钱江波 2 [2021013](1)
通信人工智能的下一个十年................................................................................................................................ 欧阳晔，王立磊，杨爱东，马利克·萨哈，大卫·贝兰格，高同庆，韦乐平，张亚勤 3 [2021055](1)
智慧城轨交通通信技术的分析与展望................................................................... 赵军辉，张丹阳，贺林 4 [2021029](1)
大规模MIMO信道测量与建模综述..................................... 卢艳萍，刘留，付丽琴，邱佳慧，刘凯 4 [2021067](14)
智简5G无线网络技术初探.................................................... 黄宇红，孙奇，贾民丽，段然，陈卓 5 [2021099](1)
新型举国体制下建设网络强国的思考................................................................................................... 宋灵恩 5 [2021112](9)
面向6G的卫星通信网络架构展望........................ 吴晓文，焦侦丰，凌翔，刘冰，朱立东，韩磊 7 [2021147](1)
智能物联网AIoT研究综述.................. 吴吉义，李文娟，曹健，钱诗友，张启飞，BUYYA Rajkumar 8 [2021204](1)
硅基光电子在通信中的应用和挑战....................................................... 李德钊，许鹏飞，朱科健，周治平 10 [2021247](3)
网络智能化标准、开源与产业研究.................................................................................................................... 邓灵莉，顾宁伦，袁向阳，余立，冯俊兰，邓超，杨志强，张同须，吴荣宇，张新鹏 10 [2021217](14)
6G网络下的全息技术发展及业务趋势................................................................. 侯文军，白冰，杨本植 11 [2021254](1)
面向垂直行业的5G网络规划设计方法论及产品化解决方案......................................................................... 肖子玉，吕红卫，赵存，韩研，苏坚 6 [2021136](143)
5G核心网面向3GPP R16演进关键技术及引入策略......................... 杨旭，肖子玉，张明，邵永平 6 [2021133](150)
5G融合计费系统架构及关键技术......................................................... 齐磊，顾慧琼，祝好，陈旭 6 [2021134](160)
5G消息系统共建共享建设方案............................................................. 牛晓丹，徐忱，陈静霞，教湘飞 6 [2021130](167)
电信运营商中台能力运营中心建设思路............................... 顾欣，倪晓熔，刘昭，方晓楠，李岳梦 6 [2021129](174)
基于ONAP开源架构的云网操作系统研究......................................................... 王栋，孙琼，徐洪磊 8 [2021208](105)
基于SRv6的云网融合承载方案............................................................ 王巍，王鹏，赵晓宇，徐洪磊 8 [2021205](111)
云网融合PCEP应用及端到端保障方案............................................................... 王越，王爱俊，徐洪磊 8 [2021203](122)
5G核心网云网一体化运维..................................................................................................................... 张雪 8 [2021200](128)
基于随愿网络的运营商云网融合业务的研究与实现........................................................................... 张鑫 8 [2021207](136)
基于核心网分析和决策的5G网络智能调度....................................... 王庆扬，杨智斌，龙彪，梁灏泉 9 [2021216](129)
面向5G前传的新型CWDM承载方案................................................................ 程明，杜喆，张德智 9 [2021206](139)
面向5G业务的乡镇SPN规划及组网架构.......................................................................... 邓旭，陈骋 9 [2021210](147)
物流智能仓储的5G专网性能............................................................................... 董石磊，赵婧博，黄鹏 9 [2021151](153)
5G基站辐射安全与网络规划研究........................................................................................ 许浩，曹弘毅 9 [2021196](159)
基于现网挖潜的4G/5G低成本无线覆盖方案..................... 杨 丹，张 婧，吕沛锦，陆 赟，杨占春 9 [2021211](168)
5G+时代的软件定义安全技术架构研究与实践................................................... 全硕，王旭亮，朱泽亚 12 [2021277](60)
KubeTelecom：一种面向5G网络切片的多云多容器集群管理与运维引擎...... 武宇亭，王旭亮，全硕 12 [2021276](72)
面向6G的新型可编程网络架构研究.................................................... 王旭亮，全硕，刘增义，章军 12 [2021266](84)
灰盒光传输设备的SDN管控技术研究及应用..................................................................................................................... 胡骞，赵国永，霍晓莉，李俊杰，荆瑞泉，闫飞，武晓锋 12 [2021273](93)
SDN协同控制器的智能内生技术研究与实现..... 张乐，吴艳芹，张珂，毛东峰，姜松，胡华伟 12 [2021275](101)
统一数据湖技术研究和建设方案.......................................... 刘志勇，何忠江，刘敬龙，阮宜龙，孟照方 1 [2021019](121)
面向工业互联网的5G边缘计算发展与应用....................................... 张呈宇，李红五，屈阳，魏进武 1 [2021026](129)
SD-WAN隧道技术与组网模式............................................................................. 牛 佳，颜永明，林志华 1 [2021004](137)
基于LTE资源块感知的自适应无线流媒体系统.................................................................................. 蔡秉江 1 [2021001](147)
中国电信BSS中台架构的研究与设计................................................. 刘智琼，陈娜，刘开开，华竹轩 2 [2021005](135)
基于PBFT区块链技术的电网企业仓储系统....................................................... 杨春燕，宾冬梅，黎新 2 [2021023](144)
网络遥测技术及其在网络自动化运维中的应用................................... 毛东峰，贾曼，何晓明，刘志华 2 [2021012](154)
电力通信运行管理中典型业务数据的智能关联方法........................................... 吴桂龙，杨志敏，黄昱 2 [2021014](164)
行业竞合变革下移动通信市场格局趋势............................................................................... 刁塑，蒋成 3 [2021053](154)
高铁场景网络质量和用户感知提升方法............................................................... 梁松柏，郭颖悟，李新卫 3 [2021045](162)
以OSU为核心的M-OTN技术创新与验证......................................... 荆瑞泉，霍晓莉，李俊杰，丁一 4 [2021060](116)
5G终端空闲态节能方案分析................. 杨拓，胡丽洁，王飞，刘建军，胡南，李男，胡臻平 4 [2021066](125)
Wi-Fi 6的多用户技术............................................................................................. 王姣姣，邵震，黄国瑾 4 [2021065](132)
5G时代4G/5G共天馈面解决方案........................................................................ 余勇昌，张典，丁明玲 4 [2021043](140)
5G室内新型覆盖方案对比与分析......................................................... 陈燕雷，孟俊仙，刘玮，王勋 4 [2021069](151)
大数据安全特征与运营实践................................................... 刘志勇，何忠江，阮宜龙，单俊峰，张超 5 [2021102](160)
家庭光纤组网技术方案探讨................................................................................................................... 马智勇 5 [2021101](170)
面向5G STN承载网络FlexE切片技术................................ 尹远阳，林贵东，杨广铭，卢泉，蓝双凤 7 [2021068](126)
5G网络上行覆盖增强研究..................................................................................... 胡煜华，王鑫炎，李贝 7 [2021148](134)
基于5G的水泥行业数字矿山应用场景及网络建设难点.................................... 赵慧杰，张学智，谢东 7 [2021098](142)
5G赋能海上无人值守平台..................................................................................................................... 夏如君 7 [2021144](148)
计算机视觉在智慧安防中的应用........................................................................................... 陈志宏，王明晓 8 [2021195](142)
5G频段间协同技术................................................................................. 曹丽芳，江天明，邓伟，陈卓 8 [2021139](148)
基于5G切片专线的组网技术和实现方法............................................................................................ 张艳 10 [2021230](143)
智能专线业务编排系统架构设计与实现............................................................................... 陈慧光，李欢 10 [2021209](152)
宽带私网双栈地址溯源的云化实现..................................................................... 张承立，何肖嵘，宋蔚芳 10 [20211115](162)
面向工业场景的5G专网解决方案研究................................................................................ 董石磊，赵婧博 11 [2021250](97)
基于5G医疗定制网的远程手术的实践与思考.................................................................................... 李英忠 11 [2021251](104)
全国携号转网服务方案设计与政策研究............................................................................................... 戴维 11 [2021258](115)
基于数字化转型的电信综合网格管理的研究和实践........................................... 朱明英，华竹轩，史萌 11 [2021252](128)
基于XDR大数据分析的高架用户识别技术........................................ 汪保友，姚赛彬，黄久成，潘晖 11 [2021214](135)
基于AI深度学习的面向业务5G基站节能系统研究......................................................................... 徐孟强 11 [2021249](143)
5G基站与邻频系统之间的干扰问题研究............................................................................................. 姚建明 11 [2021242](152)
互联网BGP路由可视及安全检测技术架构与实践............... 叶朝阳，沈辰，黄明庆，张士聪，刘伊莎 12 [2021263](110)
基于光电混合交叉技术的电力光传送网络优化..... 赵阳，宋伟，段程煜，申昉，张晓宏，赵继华 12 [2021264](121)
聚焦场景的10G PON精准部署方案...................................................... 林银，覃晓霞，王国栋，韦书田 12 [2021259](133)
科技创新驱动电力行业高质量发展......... 张素香，刘雯静，赵子岩，曹津平，张娜，滕玮，吴翔宇 12 [2021274](144)
2021 (Vol.37)
Loosing no time to deploy digital economy and digital transformation to spur ICT innovation——The latest ICT development trend showcased in the science and technology award of CIC in 2020...............................................1 [2021024](1)
Research progress of mobile video prefetching for mobile content distribution networks.......................................,,,,1 [2021020](8)
Review on meta-learning..................................................................................................,1 [2021009](22)
Research and prospect of standard for biometric multi-modal fusion used with mobile devices.............................,1 [2021007](32)
A novel deep learning based time-varying channel prediction method.....................................................................,,,,1 [2021011](39)
A multi-band spectrum sensing method based on sticky hidden Markov model.....................................................,,1 [2021018](48)
Statistical modeling based fast rate distortion estimation algorithm for HEVC........................................................,,1 [2021021](58)
Artificial bee colony algorithm based self-optimization of base station antenna azimuth and down-tilt angles........ C,,,1 [2021006](69)
A method for improving recall rate of similar image retrieval by using edge enhancement technology...................,,1 [2021008](76)
Design of full-connected hybrid precoding based on an equivalent channel in millimeter-wave massive................ MIMO system,,,,,1 [2021017](85)
A novel approach for face privacy protection based on surveillance video in complex scene..................................,,,,1 [2021015](94)
Overview and inspiration of theAmerica’s 5G spectrum strategy...........................................................................,,1 [2021003](102)
Calculation method of 5G high-speed railway station spacing based on correlation analysis..................................,,1 [2021022](112)
Technology research and construction scheme of unified data lake.........................................................................,,,,1 [2021019](121)
5G edge computing development and application for industrial internet..................................................................,,,1 [2021026](129)
SD-WAN tunnel technology and network construction..............................,,1 [2021004](137)
LTE resource-aware dynamic adaptive wireless multimedia streaming system........................................................1 [2021001](147)
A survey of heterogeneous network representation learning for complex networks................................................,,,,2 [2021013](1)
Channel modeling and performance test method for 5G..........................................................................................,,,2 [2021034](15)
Research status and prospect of MIMO OTA test methods for 5G terminals..........................................................,,,,2 [2021035](22)
MIMO OTA performance testing of vehicles...,,,,2 [2021040](32)
5G mmWave OTA test technologies........................................,,2 [2021042](39)
Improved cell search algorithm for 5G NR.............................................,,2 [2021036](48)
Research and application of 5G eMBB network rate improvement based on urbans scenarios...............................,2 [2021038](55)
Development research of terminal evaluation system of internet of things..............................................................,,,2 [2021037](63)
Dynamic power control scheme for C-V2X communication with channel inversion..............................................,,2 [2021030](71)
Fusion of auto encoders and multi-modal data based video recommendation method.............................................,,2 [2021031](82)
GAN-based unsupervised domain adaptive person re-identification.......................................................................,,,2 [2021016](99)
Research and application of traffic engineering algorithm based on deep learning..................................................,,,,2 [2021027](107)
Electric internet of things security framework and technologies for energy interconnection....................................,,,,2 [2021028](115)
Victimization analysis model of user network behavior based on network traffic...................................................,2 [2021041](125)
Research and design of China Telecom BSS middle platform................................................................................,, LIU Kaikai, HUA Zhuxuan 2 [2021005](135)
Storage system of power grid corp enterprise based on PBFT blockchain technology...........................................,,2 [2021023](144)
Network telemetry technology and its application in automatic network operation and maintenance.......................,,,2 [2021012](154)
Intelligent correlation method of typical business data in power communication operation management................,,2 [2021014](164)
Next decade of telecommunications artificial intelligence...................................................................................... .,,,,,,,3 [2021055](1)
Key technologies and implementation methods of endogenous safety and security cloud data center based on mimic architecture,,,,,3 [2021056](39)
An endogenous safety and security technical framework inspired by biological immune system...........................,,,3 [2021051](49)
Mimic security scheduling algorithm for industrial control under limited heterogeneous resource constraints........,,3 [2021047](57)
Management technologies of cyberspace endogenous safety and security test site..................................................,,3 [2021048](66)
Resource public key infrastructure RPKI: status and problems........................,,3 [2021050](75)
Cloud data anonymous assured deletion approach based on blockchain.................................................................,,,,,3 [2021049](90)
Research on network traffic classification based on machine learning and deep learning........................................,,3 [2021052](105)
A reduced-complexity compressed sensing channel estimation for underwater acoustic channel............................,3 [2021039](114)
A novel method for encoding and decoding based on enhanced parity-check-concatenated polar codes.................,,,3 [2021033](125)
Vibe++ background segmentation method combining MeanShift clustering analysis and convolutional neuralnetwork,,,,3 [2021046](133)
RSS localization algorithm based on second-order cone programming in non-line-of-sight environment...............,,3 [2021032](146)
Trend of mobile communication market pattern under the reform of industry co-competition.................................,3 [2021053](154)
Network quality and user perception improvement of high-speed rail scene...........................................................,,3 [2021045](162)
Analysis and prospect of communication technology in smart urban rail................................................................,,4 [2021029](1)
A survey of massive MIMO channel measurement and model...............................................................................,,,,4 [2021067](14)
Graph database based security protection mechanism of 5G network data flow.....................................................,,,4 [2021058](28)
Availability evaluation method for extended epidemic model and Markov chain based IoT....................................,,4 [2021063](37)
Non-orthogonal multiple access wireless energy harvesting cooperative system....................................................,,,4 [2021054](46)
Anomaly detection algorithm based on Gaussian mixture variational auto encoder network................................. .,,,,,4 [2021044](54)
Principal component analysis of time delay in large IP network.............................,4 [2021059](62)
Fast QTMT partition decision based on deep learning............................................................................................,,,4 [2021062](73)
Low complexity algorithm for PAPR reduction in GFDM system.......,,4 [2021064](82)
Antenna azimuth diagnosis based on multi-layer perceptron model..........................................4 [2021061](90)
A partial overlapping point cloud registration method based on dynamic feature matching.....................................,,,4 [2021010](97)
Research on condensation phenomenon during energy-saving shutdown of base station.......................................,,,,4 [2021057](108)
OSU based M-OTN technology innovation and verification..................................................................................,,,4 [2021060](116)
Power saving techniques for 5G RRC_Idle mode UE............................................................................................,,,,,,4 [2021066](125)
Multi-user coordination technology.............................................,,4 [2021065](132)
Solution of common antenna of 4G/5G in 5G Era......................,,4 [2021043](140)
Comparison and analysis about 5G indoor new coverage solutions........................................................................,,,4 [2021069](151)
An intelligent and simplified 5G wireless network technology...............................................................................,,,,5 [2021099](1)
Thoughts on cyberpower under the new nationwide system........................................................’5 [2021112](9)
An survey on application of artificial intelligence in 5G system..............................................................................,,,,5 [2021109](14)
AI-enabled 5G energy-saving technology.........................................,,,5 [2021104](32)
Research progress of KPI anomaly detection in intelligent operation and maintenance...........................................,,,,5 [2021105](42)
IoT business guarantee method based on behavioral portrait...................................................................................,,,5 [2021113](52)
AI based scheme on voice service quality evaluation and assurance.......................................................................,,,,,5 [2021110](64)
Cloud-edge collaboration based computer vision inference mechanism...............,5 [2021107](72)
A survey of deep learning based modulation recognition........................................................................................,,,5 [2021114](82)
Completed local binary pattern based speech anti-spoofing ...................................................................................,,,,,5 [2021108](91)
Joint amplitude and phase partition based physical layer key generation method....................................................,,,5 [2021106](100)
Joint user activity and signal detection for massive multiple-input multiple-output.................................................,,5 [2021002](113)
A lightweight privacy-preserving truth discovery mechanism for IoT.....................................................................,,,,,5 [2021100](124)
Feature selection method for software defect number prediction based on maximum information coefficient....... .,,,,5 [2021025](133)
Blockchain based trusted traceability system scheme for raw milk supply chain....................................................,,,,5 [2021103](148)
Big data security features and operation practices....................................................................................................,,,,5 [2021102](160)
Discussion on technical solutions to fibre-optic home networking...................................................5 [2021101](170)
Information timeliness metrics and research progress for 6G network....................................................................,,,,6 [2021127](3)
GAN-based channel estimation for massive MIMO system...................................................................................,,,,6 [2021135](14)
Transceiver design and performance analysis for uplink SCMA based on CP-free OFDM...................................,6 [2021132](23)
Terahertz wireless networking: principles, status and challenges.............................................................................,,,,6 [2021122](33)
Analysis and status of the scattering channel model for ultraviolet communications...............................................,,6 [2021126](45)
Resource management in sliced networks with mobile edge computing for B5G and 6G.......................................,,,,,6 [2021128](55)
Software defined intelligent satellite-terrestrial integrated wireless network...........................................................,,,,6 [2021123](66)
Access and mobility management technologies for 6G satellite communications network......................................,,,,,6 [2021131](78)
Principle and future trends of indoor positioning in 6G..........................................................................................,,6 [2021118](91)
A secure transmission method based on cooperative jamming for correlated main and wiretap channels................,,6 [2021121](105)
Communication between nodes in backscatter-assisted wireless powered communication network.......................,,,,6 [2021120](115)
Application on text classification of telecom user complaints based on GRW and FastText model.........................,6 [2021125](125)
Topology design and capacity planning of wide-area network based on delay constraint.......................................,,,,6 [2021137](132)
Methodology of 5G network planning and design for vertical industry with product solutions..............................,,,,6 [2021136](143)
Key technologies and introduction strategies for 3GPP R16 oriented evolution of 5G core network......................,,,6 [2021133](150)
Architecture and key technologies of 5G converged charging system......................................................................,,,6 [2021134](160)
Scheme of 5G message system co-construction and sharing...................................................................................,,,6 [2021130](167)
Construction ideas of the middle platform capability operation center of telecom operators....................................,,,,6 [2021129](174)
Outlook on satellite communications network architecture for 6G..........................................................................,,,,,7 [2021147](1)
Architecture and challenges of system models for marine data transmission networks...........................................,,7 [2021142](16)
Research and application on key techniques of marine IoT.....................................................................................,,,,7 [2021149](25)
Architecture of a heterogeneous marine Internet of things for intelligent offshore engineering...............................,,,7 [2021150](34)
Marine survey unmanned surface vessel: platform design and application.............................................................,,,,7 [2021146](40)
Design and implementation of unmanned surface vessel long-distance communication system..............................,,,,7 [2021141](48)
Stability optimization of dynamic migration algorithm for Post- Copy of virtual machine based on KVM.............,,,,7 [2021145](57)
A novel low-complexity two-tier group antenna selection algorithm.......................................................................,,,,,7 [2021111](67)
Persistent homology based topological analysis on the gestalt patterns during human brain cognition process....,,,,,,7 [2021124](77)
Application of 5G in railway smart stations............................................................................................................,,,,7 [2021117](86)
Face recognition algorithm based on attractive local second gradient contours........................................................,,,7 [2021140](96)
Research and prospect on economic value evaluation and pricing mechanism of spectrum resources.....................,,,7 [2021138](107)
Nowcasting of China’s industrial added value based on electric power big data.....................................................,,,,7 [2021143](115)
FlexE slicing technology for STN bearer network to 5G........................................................................................,,,,7 [2021068](126)
Research on uplink coverage enhancement of 5G network.............................,,7 [2021148](134)
Application scenarios and difficulties in network construction of digital mines in cement industry based on 5G,,7 [2021098](142)
5G technology enabling unmanned offshore platform..........................................................................7 [2021144](148)
AIoT: a taxonomy, review and future directions......................................................................................................,,,,,8 [2021204](1)
Neural network and Markov based combination prediction algorithm of video popularity.....................................,,,8 [2021116](18)
Beamforming algorithm for cognitive satellite and terrestrial network based on UAV relay....................................,,,,,8 [2021202](27)
Improved CPD based DOA estimation of nested array...........................................................................................,,,,8 [2021119](38)
An improved YOLOv4 algorithm for pedestrian detection in complex visual scenes.............................................,,,8 [2021198](46)
TAGAN: an academic paper adversarial recommendation algorithm incorporating fine-grained semantic features.,,,8 [2021197](57)
Region inpainting algorithm of mouth-muffles for facial recognition.....................................................................,,,,,8 [2021193](66)
Hybrid precoding method for millimeter-wave massive MIMO systems based on IAFS algorithm.......................,,8 [2021192](77)
Outdoor location scheme with fingerprinting based on machine learning of mobile cellular network.....................,,,,,,,8 [2021201](85)
5G industry wireless private network technology and business requirement model................................................,,8 [2021194](96)
Research of cloud-network operating system based on ONAP open-source architecture.......................................,,8 [2021208](105)
Cloud-network convergence solution based on SRv6.............................................................................................,,,8 [2021205](111)
PCEP application in cloud-network convergence and end to end traffic assurance scheme.....................................,,8 [2021203](122)
5G core network cloud and network integration operation & maintenance......................................8 [2021200](128)
Research and implementation of the IBN for cloud-network convergence service of operators..............................8 [2021207](136)
Application of computer vision in intelligent security.....................................,8 [2021195](142)
5G inter-band cooperation technology........................,,,8 [2021139](148)
Knowledge-defined intent-based network autonomy...............................................................................................,,,,,,,,,9 [2021220](1)
6G context-aware wireless network........................................................................................................................,,,,,,,,,,9 [2021227](14)
Thinking of native artificial intelligence in 6G networks.........................................................................................,,,,9 [2021219](20)
Application of reconfigurable intelligent surface in beamforming and information modulation...............................,,,,9 [2021226](30)
Faster-than-Nyquist signaling: value and challenges of 6G-oriented applications...................................................,,,,9 [2021222](38)
Research and evaluation of sparse array for massive MIMO..................................................................................,,,,9 [2021218](48)
OTFS technology research and prospect....................,,,,9 [2021221](57)
End-to-end deterministic networking architecture and key technologies..................................................................,,,,9 [2021223](64)
5G network slicing algorithm based on prediction..................................................................................................,,,,,,9 [2021225](74)
Joint optimization of dispersion matrix and 3D constellation for STSK system based on improved geneticalgorithm,,,9 [2021228](86)
Physical layer security performance of MF relay selection systems........................................................................,,,9 [2021213](95)
FALB: a FC protocol link aggregation algorithm....................................................................................................,,,9 [2021215](105)
Safe hierarchical virtual network mapping method based on clustering...................................................................,,9 [2021224](112)
Research on integration of government information system based on cloud computing..........................................,9 [2021199](118)
5G network intelligent scheduling based on core network analysis and decision....................................................,,,9 [2021216](129)
A novel CWDM bearer scheme for 5G fronthaul network....................,,9 [2021206](139)
SPN planning and networking architecture in townships for 5G services..................9 [2021210](147)
Performance of logistics intelligent storage scene in 5G private network................................................................,,9 [2021151](153)
Research on 5G base station radiation safety and corresponding network planning................................................,9 [2021196](159)
4G/5G low-cost wireless coverage scheme based on tapping the potential of existing networks............................,,,,9 [2021211](168)
Applications and challenges of silicon-based optoelectronics in communication.....................................................,,,10 [2021247](1)
Network intelligence standards, open source and industry research........................................................................,,,,,,,,,10 [2021217](14)
Internet design concepts and network 5.0 technologies........................,,10 [2021232](24)
Full-dimensional definable network capabilities......................................................................................................,,,10 [2021235](31)
Future IP network architecture evolution for service and network collaboration.....................................................,,,10 [2021234](39)
Ubiquitous IP protocol system...........,,,,,10 [2021237](47)
Global cyclic queuing and forwarding mechanism for large-scale deterministic networks......................................,,,10 [2021240](55)
Klonet: a network emulation platform for the technology innovation......................................................................,,,,,,10 [2021241](66)
Computing force network technologies for computing and network integration evolution......................................,,,,10 [2021248](76)
A solution of computing power network based on domain name resolution...........................................................,,,10 [2021233](86)
Some key technical issues in the evolution from cloud network to computing network..........................................,,,10 [2021231](93)
5G urban rail traffic scenario classification and channel modeling..........................................................................,,,,,,,,,10 [2021243](102)
Application of blockchain in urban rail traffic edge computing network.................................................................,,,,,,10 [2021238](117)
Parameter estimation of frequency hopping signal based on time-frequency matrix LCM......................................,,,10 [2021239](126)
Application of improved self-training model in the identification of users with poor service quality......................,,,,10 [2021191](136)
Networking technology and implementation method based on 5G slice private line........................10 [2021230](143)
Orchestration system architecture design and implementation of smart line service................................................,10 [2021209](152)
Privatize modification of broadband dual IP stack on cloud platform......................................................................,,10 [2021115](162)
Research on the development and business trend of holographic technology under 6G network............................,,11 [2021254](1)
On-demand intelligent routing technology for deterministic network......................................................................,,,,11 [2021245](11)
Construction of DDoS attacks malicious behavior knowledge base........................................................................,,,11 [2021257](17)
A lightweight and trusted communication protocol for IoT.....................................................................................,,,,11 [2021229](33)
Research on resource allocation algorithm of centralized and distributed Q-learning in machine communication..............................................................................,11 [2021244](41)
Fault diagnosis and auto dispatchin of power communication network based on unsupervised clustering and frequent subgraph mining ...........................................................................,,,,,,,11 [2021253](51)
A robust audio steganography algorithm based on differential evolution................................................................ SU Zhaopin, SHEN Chaoyong, ZHANG Guofu, YUE Feng, HU Donghui 11 [2021246](64)
SDN security prediction method based on bayesian attack graph............................................................................,,,11 [2021212](75)
Research and implementation of text classification method for customer service orders based on multi-model fusion.............................................,,11 [2021236](86)
Research on 5G private networking schemes for industry......................................,11 [2021250](97)
Remote surgery based on 5G medical customized network practice and thoughts..........................11 [2021251](104)
Research on the design and policy of national number portability service plan.......................................11 [2021258](115)
Research and practice of telecom integrated grid management based on digital transformation...............................,,11 [2021252](128)
Identification technology for city freeway users based on XDR big data analysis................................................. .,,,11 [2021214](135)
Research on business oriented 5G base station energy saving system based on AI deep learning..........................11 [2021249](143)
Study on interference problems between 5G base stations and adjacent frequency systems..........11 [2021242](152)
Research on beam management of non-coaxial OAM communication system........................................................,,12 [2021272](1)
A dual speech encryption algorithm based on improved Henon mapping and hyperchaotic....................................,12 [2021271](11)
MBER power allocation for joint precoding and space-time coding GFDM...........................................................,,12 [2021261](25)
Research of secret key generation based on wireless channel characteristics in body area network........................12 [2021260](32)
Optimal velocity estimation model based on non-differential Doppler observations from BDS-3 satellites............,,12 [2021267](42)
Research of 5G upstream bandwidth detection technology and application.............................................................,,,,,,,,12 [2021262](51)
Research and practice of software-defined security technology architecture in the 5G+ era....................................,,12 [2021277](60)
KubeTelecom: a multi-cloud multi-container cluster management and operation engine for 5G network slicing.....,,12 [2021276](72)
Research on architecture of novel programmable networks for 6G.........................................................................,,,12 [2021266](84)
Application and research of SDN-based management and control technology for optical transport grey-box devices................................,,,,,,12 [2021273](93)
Research and implementation of intelligent endogenous technology for SDN cooperative controller.....................,,,,,12 [2021275](101)
Architecture and practice of BGP internet routing visibility and security detection ...............................................,,,,12 [2021263](110)
Optimization of power optical transmission network based on photo-electronic hybrid cross-connection technology..............,,,,,12 [2021264](121)
Precise deployment scheme of 10G PON based on different scenarios..................................................................,,,12 [2021259](133)
Technological innovation drives the high-quality development of the power industry.............................................,,,,,,12 [2021274](144)
