《電信科學》2021年（第37卷）總目次

《電信科學》2021年（第37卷）總目次

5G信道建模與性能測試方法................................................................. 魏貴明，張翔，郭宇航，喬尚兵 2 [2021034](15)

5G終端MIMO OTA測試方法研究現狀與展望................ 馬楠，余菲，楊曉麗，許曉東，張治 2 [2021035](22)

面向汽車的MIMO OTA測試技術........................................ 李雷，魏貴明，姜國凱，馮家煦，吳翔 2 [2021040](32)

5G毫米波OTA測試技術....................................................................... 凌云志，張煜，許虎，陳婷 2 [2021042](39)

5G NR的小區搜索改進算法.................................................................................. 董寶江，彭琛，盧賀 2 [2021036](48)

城市場景5G eMBB網絡速率提升研究與應用.................................................................... 周勝，李天璞 2 [2021038](55)

物聯網終端評測體系發展研究............................................................... 謝金鳳，嚴涵琦，鄧炳光，張炎 2 [2021037](63)

基于擬態架構的內生安全云數據中心關鍵技術和實現方法............................................................................. 張帆，謝光偉，郭威，扈紅超，張汝云，劉文彥 3 [2021056](39)

生物免疫啟發下的一種內生安全技術框架........................................... 李玉峰，曹晨紅，李江濤，王鵬 3 [2021051](49)

有限異構資源條件下的工業控制擬態調度算法................................................... 張汝云，李合元，李順斌 3 [2021047](57)

網絡空間內生安全試驗場管理技術....................................................................... 朱泓藝，陸肖元，李毅 3 [2021048](66)

資源公鑰基礎設施RPKI：現狀與問題................................................................. 蘇瑩瑩，李丹，葉洪琳 3 [2021050](75)

基于區塊鏈的云數據匿名確定性刪除方法........... 王雙星，羅勁瑭，帥莉莎，張佳敏，張敏，陽小龍 3 [2021049](90)

基于機器學習和深度學習的網絡流量分類研究................................................... 顧玥，李丹，高凱輝 3 [2021052](105)

人工智能在5G系統中的應用綜述........................................ 章堅武，王路鑫，孫玲芬，章謙驊，單杭冠 5 [2021109](14)

AI使能的5G節能技術.......................................................................... 徐丹，曾宇，孟維業，李力卡 5 [2021104](32)

智能運維中KPI異常檢測的研究進展.................................. 王速，盧華，汪碩，蔡磊，黃韜 5 [2021105](42)

基于行為畫像的物聯網業務保障方法................................................... 趙龍剛，劉漢生，王峰，狄爽 5 [2021113](52)

智能語音業務質量評估保障方案........................... 李光宇，梁燕萍，余立，王昆，陳揚銘，劉思佳 5 [2021110](64)

基于云邊協同的計算機視覺推理機制................................................................................... 唐博恒，柴鑫剛 5 [2021107](72)

基于深度學習的調制識別綜述............................................................... 孫姝君，彭盛亮，姚育東，楊喜 5 [2021114](82)

采用完整局部二進制模式的偽裝語音檢測........... 徐劍，簡志華，于佳祺，金易帆，游林，汪云路 5 [2021108](91)

面向6G網絡的信息時效性度量及研究進展........................ 孫徑舟，王樂涵，孫宇璇，周盛，牛志升 6 [2021127](3)

基于生成對抗網絡的MIMO信道估計方法......................... 華郁秀，李榮鵬，趙志峰，吳建軍，張宏綱 6 [2021135](14)

基于CP-free OFDM的上行SCMA收發機設計和性能分析.............................................. 周立，劉喜慶 6 [2021132](23)

太赫茲無線組網：原理、現狀與挑戰................................... 周天航，楊闖，劉子樂，彭木根，于麗 6 [2021122](33)

紫外光通信散射信道模型分析與發展現狀........................................................... 袁仁智，王志峰，彭木根 6 [2021126](45)

面向B5G和6G的邊緣計算與網絡切片資源管理.......................................................................................... . 孫茜，田霖，周一青，馮晨，王園園，周繼華 6 [2021128](55)

軟件定義的星地融合智能無線網絡....................................... 袁碩，任奕璟，王則予，孫耀華，彭木根 6 [2021123](66)

6G衛星通信接入及移動性管理技術..................... 吳曉文，凌翔，朱立東，焦偵豐，程劍，楊博 6 [2021131](78)

6G室內定位技術原理與展望................................................................................. 萬瀟陽，孫耀華，王則予 6 [2021118](91)

海洋數據傳輸網絡體系結構及挑戰....................................................................... 姜勝明，葛麗閣，徐艷麗 7 [2021142](16)

海洋物聯網關鍵技術研究與應用........................................... 瞿逢重，來杭亮，劉建章，涂星濱，姜園 7 [2021149](25)

面向海工裝備智能化的海洋異構物聯網架構....................................... 付振華，李杰，季飛，余華 7 [2021150](34)

海洋探測無人艇：平臺設計及應用....................................... 王偉平，何西，董超，鄭兵，李雪 7 [2021146](40)

水面無人艇遠距離通信系統設計與實現............... 李雪，胡海駒，王偉平，陳焱琨，鄭兵，董超 7 [2021141](48)

知識定義的意圖網絡自治.................................................................................................................................... 王敬宇，周鋮，張蕾，劉聰，莊子睿，楊紅偉，陳丹陽，朱艷宏，陸璐，廖建新 9 [2021220](1)

上下文感知的6G無線網絡................................................................................................................................. 孫軍帥，趙蕓，王瑩瑩，李娜，張慧敏，孫欣，閆敏，趙泉，李剛，劉璇，劉光毅 9 [2021227](14)

6G網絡智能內生的思考........................................................ 李琴，李唯源，孫曉文，胡玉雙，孫滔 9 [2021219](20)

智能超表面在波束及信息調控中的應用.............................. 程強，戴俊彥，柯俊臣，梁竟程，王思然 9 [2021226](30)

超奈奎斯特傳輸技術：面向6G的應用價值與挑戰........... 蘇鑫，王森，楊鴻文，金婧，王啟星 9 [2021222](38)

面向大規模天線系統的稀布陣技術研究與評估.................. 樓夢婷，金婧，王菡凝，王啟星，王江舟 9 [2021218](48)

OTFS技術研究現狀與展望................................................... 龍航，王森，徐林飛，賈寅華，代璐 9 [2021221](57)

端到端確定性網絡架構和關鍵技術...................................... 劉 鵬，杜宗鵬，李永競，陸璐，段曉東 9 [2021223](64)

互聯網的設計理念與網絡5.0技術........................................................................ 蔣林濤，聶秀英，張杰 10 [2021232](24)

全維可定義網絡能力............................................................................... 范琮珊，周旭，覃毅芳，李泰新 10 [2021235](31)

面向業務和網絡協同的未來IP網絡架構演進..................................... 黃兵，譚斌，羅鑒，郭勇 10 [2021234](39)

泛在IP協議體系..................................................... 周旭，蔣勝，張杰，雷波，鄭秀麗，李泰新 10 [2021237](47)

面向大規模確定性網絡的全局循環排隊與轉發機制........................... 莫益軍，楊子涵，劉輝宇，何天流 10 [2021240](55)

Klonet：面向技術創新的網絡模擬實驗平臺...................................................................................................... 謝景昭，單煒，肖暢，馬鐵，陳力，虞紅芳，孫罡 10 [2021241](66)

面向算網一體化演進的算力網絡技術................................... 段曉東，姚惠娟，付月霞，陸璐，孫滔 10 [2021248](76)

一種基于域名解析機制的算力網絡實現方案....................................... 趙倩穎，邢文娟，雷波，蔣林濤 10 [2021233](86)

云網向算網演進中的若干關鍵技術問題............................................... 曹暢，張帥，劉瑩，唐雄燕 10 [2021231](93)

一種新型的基于深度學習的時變信道預測方法.................. 張捷，楊麗花，王增浩，呼博，聶倩 1 [2021011](39)

一種基于黏性隱馬爾可夫模型的多頻帶頻譜感知方法...................................... 賈忠杰，金明，宋曉群 1 [2021018](48)

基于統計建模的HEVC快速率失真估計算法..................................................... 孟翔，殷海兵，黃曉峰 1 [2021021](58)

基于人工蜂群算法的基站天線方位角與下傾角自優化方法.............. 蔡佳祺，萬海斌，孫友明，覃團發 1 [2021006](69)

一種使用邊緣增強技術提高相似圖片檢索召回率的方法.................................. 曹靖城，張繼東，史國杰 1 [2021008](76)

毫米波大規模MIMO系統基于等效信道的全連接混合預編碼設計............................................................... 曹海燕，馬智堯，智應娟，劉仁清，許方敏，方昕 1 [2021017](85)

一種復雜場景下的視頻流人臉隱私保護技術...................... 張馳，陸曄，羅渝平，孫曉凱，祝涵珂 1 [2021015](94)

美國5G頻譜戰略概述及啟迪............................................................................... 許穎，任紅，王坦 1 [2021003](102)

基于相關性分析的5G高鐵站間距計算方法....................................................... 楊艷，張濤，郭希蕊 1 [2021022](112)

基于信道反轉的C-V2X動態功率控制方案......................................................... 翟捷萍，劉小蘭，肖海林 2 [2021030](71)

基于自編碼器與多模態數據融合的視頻推薦方法............................................... 顧秋陽，琚春華，吳功興 2 [2021031](82)

基于GAN的無監督域自適應行人重識別............................................ 鄭聲晟，殷海兵，黃曉峰，章天杰 2 [2021016](99)

基于深度學習的流量工程算法研究與應用........................... 胡道允，齊進，陸錢春，李鋒，房紅強 2 [2021027](107)

面向能源互聯的電力物聯網安全架構及技術....................... 張翼英，周保先，龐浩淵，曹津平，張桐嘉 2 [2021028](115)

基于網絡流量的用戶網絡行為被害性分析模型................................................................... 周勝利，徐嘯煬 2 [2021041](125)

一種降低復雜度的壓縮感知水聲信道估計方法................................................................... 于玄，耿烜 3 [2021039](114)

一種基于增強奇偶校驗碼級聯極化碼的新型編譯碼方法................... 王燕，劉順蘭，奚珍珍，包建榮 3 [2021033](125)

一種融合MeanShift聚類分析和卷積神經網絡的Vibe++背景分割方法......................................................... 劉子豪，賈小軍，張素蘭，徐志玲，張俊 3 [2021046](133)

非視距環境下基于二階錐規劃的RSS定位算法................................................. 金小萍，梁俊，謝少楓 3 [2021032](146)

基于圖數據庫的5G數據流轉安全防護機制........................................ 粟栗，陸黎，張星，劉暢 4 [2021058](28)

基于擴展傳染病模型和馬爾可夫鏈的物聯網可用度評估方法........................... 葉曉彤，孫文飛，沈士根 4 [2021063](37)

非正交多址接入無線能量采集協作系統............................................... 金小萍，吳青，翟文超，包建榮 4 [2021054](46)

基于混合高斯變分自編碼網絡的異常檢測算法.............................................................................................. . 陳華華，陳哲，郭春生，應娜，葉學義，章堅武 4 [2021044](54)

大型IP網絡時延的主成分分析............................................................................................. 韋烜，黃曉瑩 4 [2021059](62)

基于深度學習的快速QTMT劃分......................................................... 彭雙，王曉東，彭宗舉，陳芬 4 [2021062](73)

降低GFDM峰均功率比的低復雜度算法............................................................. 蔡建輝，李光球，沈靜潔 4 [2021064](82)

基于多層感知機模型的天線方位角診斷............................................................................................... 陳向榮 4 [2021061](90)

一種動態特征匹配的部分重疊點云配準方法....................................... 杜輝，鄭長亮，苗春雨，張小孟 4 [2021010](97)

基站設備斷電節能凝露現象的研究....................................... 付吉祥，張瑞艷，張敏，陶琳，鄧偉 4 [2021057](108)

基于幅度和相位聯合分區的無線物理層密鑰生成方法....................... 李楠楠，韓瑜，高寧，金石 5 [2021106](100)

一種大規模MIMO系統的聯合用戶活躍性和信號檢測方法............................. 宋曉群，金明，賈忠杰 5 [2021002](113)

面向物聯網輕量級隱私保護的真值發現機制....... 何英杰，李啟偉，孫涵，郜迪，董劍峰，楊書華 5 [2021100](124)

基于最大信息系數的軟件缺陷數目預測特征選擇方法....... 劉國慶，王興起，魏丹，方景龍，邵艷利 5 [2021025](133)

基于區塊鏈的生鮮奶供應鏈可信追溯系統方案................... 劉應，范洪博，馬首群，高志偉，劉錦江 5 [2021103](148)

一種基于合作干擾的主竊信道安全傳輸方法....................................................... 徐賽，韓帥，孟維曉 6 [2021121](105)

反向散射輔助的無線供能通信網絡的節點間通信............... 陶杰，葛海江，吳旻媛，邵奇可，池凱凱 6 [2021120](115)

基于GRW和FastText模型的電信用戶投訴文本分類應用................................................ 趙進，楊小軍 6 [2021125](125)

基于時延約束的廣域網絡拓撲設計和容量規劃................... 徐曉青，唐 宏，阮科，武娟，劉曉軍 6 [2021137](132)

基于KVM的虛擬機Post-Copy動態遷移算法穩定性優化....................................................................................................................................................................................................................... 陳雙喜，趙若琰，劉會，吳春明，阮偉 7 [2021145](57)

一種新型低復雜度雙層分組天線選擇算法........... 張沛昌，安萬年，鐘世達，黃磊，莊春生，張偉 7 [2021111](67)

基于持續同調性的人腦認知過程格式塔模式識別拓撲分析............................................................................ 劉再生，倪霏，李榮鵬，張宏綱，劉暢，張解放，謝松云 7 [2021124](77)

5G在鐵路智能車站中的應用................................................. 陳瑞鳳，李君，徐春婕，程清波，呂曉軍 7 [2021117](86)

基于吸引模式的局部二階梯度輪廓人臉識別算法............................... 葉學義，錢丁煒，應娜，王濤 7 [2021140](96)

頻譜資源經濟價值評估和定價機制研究及展望................................... 董潔，李恒志，陳巖，王文娟 7 [2021138](107)

基于電力大數據的中國工業增加值現時預測....................... 彭放，彭高群，祁亞茹，劉甜甜，周曉磊 7 [2021143](115)

基于神經網絡與馬爾可夫組合模型的視頻流行度預測算法............... 馬學森，陳樹友，許向東，儲昭坤 8 [2021116](18)

基于無人機中繼的星地認知網絡波束成形算法................................................................................................ 李艷麗，林志，王子寧，許拔，程銘，歐陽鍵 8 [2021202](27)

基于改進典范分解的嵌套陣列DOA估計............................ 程思備，駱驍，蔣博籌，王玉婷，吳寰宇 8 [2021119](38)

改進YOLOv4算法的復雜視覺場景行人檢測方法............................. 康帥，章堅武，朱尊杰，童國鋒 8 [2021198](46)

TAGAN: 一種融合細粒度語義特征的學術論文對抗推薦算法.......... 孫金楊，劉柏嵩，任豪，錢江波 8 [2021197](57)

面向人臉識別的口罩區域修復算法....................... 李悅，錢亞冠，關曉惠，李蔚，王濱，顧釗銓 8 [2021193](66)

基于IAFS算法的毫米波大規模MIMO混合預編碼方法.................................. 陳浩椅，李光球，李輝 8 [2021192](77)

基于移動蜂窩網的機器學習室外指紋定位方案................................................................................................ 周志超，馮毅，夏小涵，馮瑜瑤，蔡超，邱佳慧，楊立輝，烏云霄 8 [2021201](85)

5G行業無線專網技術與業務需求模型................................................................. 張學智，趙婧博，趙慧杰 8 [2021194](96)

基于預測的5G網絡切片算法............... 張佳庚，祝敏，杜豐，王齊，劉俊，鎖志海，王力 9 [2021225](74)

基于改進遺傳算法的STSK系統色散矩陣和3D星座的聯合優化................................................................ 金小萍，劉家瑜，蔣晨，郭強 9 [2021228](86)

MF中繼選擇系統的物理層安全性能................................................... 程英，李光球，沈靜潔，韋亮 9 [2021213](95)

FALB：一種FC協議鏈路聚合算法..................................................... 王兆輝，沈劍良，張霞，陳艇 9 [2021215](105)

基于聚類的安全分級虛擬網絡映射方法.............................................................. 陸勰，徐雷，張曼君 9 [2021224](112)

基于云計算的政務信息系統整合研究.................................................................................. 陳志宏，姚元 9 [2021199](118)

5G城市軌道交通場景分類及信道建模.............................................................................................................. 何睿斯，艾渤，鐘章隊，楊汨，黃晨，馬張楓，孫桂琪，米航，周承毅，陳瑞鳳 10 [2021243](102)

區塊鏈在軌道交通邊緣計算網絡中的應用........................................................................................................ 謝高暢，盧華，唐琴琴，朱涵，梁成昊，文雯，謝人超 10 [2021238](117)

基于時頻矩陣局部對比度的跳頻信號參數估計................................... 劉佳敏，趙知勁，尚俊娜，葉學義 10 [2021239](126)

改進自訓練模型在業務質差用戶識別中的應用................... 余立，李哲，高飛，袁向陽，楊永 10 [2021191](136)

面向確定性網絡的按需智能路由技術................................... 伍仲麗，曹園園，黃文睿，戴彬，莫益軍 11 [2021245](11)

DDoS攻擊惡意行為知識庫構建........................................................... 劉飛揚，李坤，宋飛，周華春 11 [2021257](17)

一種輕量可信的物聯網通信協議........................................... 馬軍鋒，劉芷若，李觀文，楊飛，黨娟娜 11 [2021229](33)

機器類通信中集中式與分布式Q學習的資源分配算法研究.............................................. 余云河，孫君 11 [2021244](41)

基于無監督聚類和頻繁子圖挖掘的電力通信網缺陷診斷與自動派單............................................................ 吳季樺，朱鵬宇，吳子辰，顧彬，洪濤，郭波，王晶，王敬宇 11 [2021253](51)

一種基于差分進化的魯棒音頻隱寫算法............................... 蘇兆品，沈朝勇，張國富，岳峰，胡東輝 11 [2021246](64)

基于貝葉斯攻擊圖的SDN安全預測方法............................................ 尹彥尚，索同鵬，董黎剛，蔣獻 11 [2021212](75)

多模型融合的客服工單文本分類方法的研究與實現........................................... 張亮，代曉菊，鄭榮 11 [2021236](86)

非共軸OAM通信系統的波束管理研究............................................................... 鄭鳳，段高明，池連剛 12 [2021272](1)

基于改進Henon映射和超混沌的雙重語音加密算法.......................................................... 張秋余，宋宇杰 12 [2021271](11)

基于MBER的聯合預編碼與空時編碼GFDM功率分配策略........................... 蔡建輝，李光球，段彥旭 12 [2021261](25)

體域網中一種基于無線信道特征的密鑰生成方法研究....................................................................... 黃晶晶 12 [2021260](32)

基于北斗三號衛星非差多普勒觀測信號的優化測速模型................................... 王澤杰，王潛心，商天文 12 [2021267](42)

5G上行帶寬探測與應用研究.............................................................................................................................. 徐國斌，符哲蔚，劉明，鄧志吉，王存剛，鐘廣海，李輝，孟偉，吳云杰 12 [2021262](51)

搶抓數字經濟發展和數字化轉型機遇，加快推進信息通信科技創新——從2020年中國通信學會科學技術獎看信息通信科技發展趨勢............................................................................................................................. 中國通信學會 1 [2021024](1)

面向移動內容分發網絡環境的移動視頻預取技術研究進展.......................................................................... . 張世行，羅雅文，張敏，孫奇福，陽小龍 1 [2021020](8)

元學習研究綜述...................................................................................................................... 朱應釗，李嫚 1 [2021009](22)

移動設備生物特征識別多模態融合標準研究及展望.......................................................... 林冠辰，王智飛 1 [2021007](32)

面向復雜網絡的異構網絡表示學習綜述............................... 顏銘江，董一鴻，蘇江軍，陳華輝，錢江波 2 [2021013](1)

通信人工智能的下一個十年................................................................................................................................ 歐陽曄，王立磊，楊愛東，馬利克·薩哈，大衛·貝蘭格，高同慶，韋樂平，張亞勤 3 [2021055](1)

智慧城軌交通通信技術的分析與展望................................................................... 趙軍輝，張丹陽，賀林 4 [2021029](1)

大規模MIMO信道測量與建模綜述..................................... 盧艷萍，劉留，付麗琴，邱佳慧，劉凱 4 [2021067](14)

智簡5G無線網絡技術初探.................................................... 黃宇紅，孫奇，賈民麗，段然，陳卓 5 [2021099](1)

新型舉國體制下建設網絡強國的思考................................................................................................... 宋靈恩 5 [2021112](9)

面向6G的衛星通信網絡架構展望........................ 吳曉文，焦偵豐，凌翔，劉冰，朱立東，韓磊 7 [2021147](1)

智能物聯網AIoT研究綜述.................. 吳吉義，李文娟，曹健，錢詩友，張啟飛，BUYYA Rajkumar 8 [2021204](1)

硅基光電子在通信中的應用和挑戰....................................................... 李德釗，許鵬飛，朱科健，周治平 10 [2021247](3)

網絡智能化標準、開源與產業研究.................................................................................................................... 鄧靈莉，顧寧倫，袁向陽，余立，馮俊蘭，鄧超，楊志強，張同須，吳榮宇，張新鵬 10 [2021217](14)

6G網絡下的全息技術發展及業務趨勢................................................................. 侯文軍，白冰，楊本植 11 [2021254](1)

面向垂直行業的5G網絡規劃設計方法論及產品化解決方案......................................................................... 肖子玉，呂紅衛，趙存，韓研，蘇堅 6 [2021136](143)

5G核心網面向3GPP R16演進關鍵技術及引入策略......................... 楊旭，肖子玉，張明，邵永平 6 [2021133](150)

5G融合計費系統架構及關鍵技術......................................................... 齊磊，顧慧瓊，祝好，陳旭 6 [2021134](160)

5G消息系統共建共享建設方案............................................................. 牛曉丹，徐忱，陳靜霞，教湘飛 6 [2021130](167)

電信運營商中臺能力運營中心建設思路............................... 顧欣，倪曉熔，劉昭，方曉楠，李岳夢 6 [2021129](174)

基于ONAP開源架構的云網操作系統研究......................................................... 王棟，孫瓊，徐洪磊 8 [2021208](105)

基于SRv6的云網融合承載方案............................................................ 王巍，王鵬，趙曉宇，徐洪磊 8 [2021205](111)

云網融合PCEP應用及端到端保障方案............................................................... 王越，王愛俊，徐洪磊 8 [2021203](122)

5G核心網云網一體化運維..................................................................................................................... 張雪 8 [2021200](128)

基于隨愿網絡的運營商云網融合業務的研究與實現........................................................................... 張鑫 8 [2021207](136)

基于核心網分析和決策的5G網絡智能調度....................................... 王慶揚，楊智斌，龍彪，梁灝泉 9 [2021216](129)

面向5G前傳的新型CWDM承載方案................................................................ 程明，杜喆，張德智 9 [2021206](139)

面向5G業務的鄉鎮SPN規劃及組網架構.......................................................................... 鄧旭，陳騁 9 [2021210](147)

物流智能倉儲的5G專網性能............................................................................... 董石磊，趙婧博，黃鵬 9 [2021151](153)

5G基站輻射安全與網絡規劃研究........................................................................................ 許浩，曹弘毅 9 [2021196](159)

基于現網挖潛的4G/5G低成本無線覆蓋方案..................... 楊 丹，張 婧，呂沛錦，陸 赟，楊占春 9 [2021211](168)

5G+時代的軟件定義安全技術架構研究與實踐................................................... 全碩，王旭亮，朱澤亞 12 [2021277](60)

KubeTelecom：一種面向5G網絡切片的多云多容器集群管理與運維引擎...... 武宇亭，王旭亮，全碩 12 [2021276](72)

面向6G的新型可編程網絡架構研究.................................................... 王旭亮，全碩，劉增義，章軍 12 [2021266](84)

灰盒光傳輸設備的SDN管控技術研究及應用..................................................................................................................... 胡騫，趙國永，霍曉莉，李俊杰，荊瑞泉，閆飛，武曉鋒 12 [2021273](93)

SDN協同控制器的智能內生技術研究與實現..... 張樂，吳艷芹，張珂，毛東峰，姜松，胡華偉 12 [2021275](101)

統一數據湖技術研究和建設方案.......................................... 劉志勇，何忠江，劉敬龍，阮宜龍，孟照方 1 [2021019](121)

面向工業互聯網的5G邊緣計算發展與應用....................................... 張呈宇，李紅五，屈陽，魏進武 1 [2021026](129)

SD-WAN隧道技術與組網模式............................................................................. 牛 佳，顏永明，林志華 1 [2021004](137)

基于LTE資源塊感知的自適應無線流媒體系統.................................................................................. 蔡秉江 1 [2021001](147)

中國電信BSS中臺架構的研究與設計................................................. 劉智瓊，陳娜，劉開開，華竹軒 2 [2021005](135)

基于PBFT區塊鏈技術的電網企業倉儲系統....................................................... 楊春燕，賓冬梅，黎新 2 [2021023](144)

網絡遙測技術及其在網絡自動化運維中的應用................................... 毛東峰，賈曼，何曉明，劉志華 2 [2021012](154)

電力通信運行管理中典型業務數據的智能關聯方法........................................... 吳桂龍，楊志敏，黃昱 2 [2021014](164)

行業競合變革下移動通信市場格局趨勢............................................................................... 刁塑，蔣成 3 [2021053](154)

高鐵場景網絡質量和用戶感知提升方法............................................................... 梁松柏，郭穎悟，李新衛 3 [2021045](162)

以OSU為核心的M-OTN技術創新與驗證......................................... 荊瑞泉，霍曉莉，李俊杰，丁一 4 [2021060](116)

5G終端空閑態節能方案分析................. 楊拓，胡麗潔，王飛，劉建軍，胡南，李男，胡臻平 4 [2021066](125)

Wi-Fi 6的多用戶技術............................................................................................. 王姣姣，邵震，黃國瑾 4 [2021065](132)

5G時代4G/5G共天饋面解決方案........................................................................ 余勇昌，張典，丁明玲 4 [2021043](140)

5G室內新型覆蓋方案對比與分析......................................................... 陳燕雷，孟俊仙，劉瑋，王勛 4 [2021069](151)

大數據安全特征與運營實踐................................................... 劉志勇，何忠江，阮宜龍，單俊峰，張超 5 [2021102](160)

家庭光纖組網技術方案探討................................................................................................................... 馬智勇 5 [2021101](170)

面向5G STN承載網絡FlexE切片技術................................ 尹遠陽，林貴東，楊廣銘，盧泉，藍雙鳳 7 [2021068](126)

5G網絡上行覆蓋增強研究..................................................................................... 胡煜華，王鑫炎，李貝 7 [2021148](134)

基于5G的水泥行業數字礦山應用場景及網絡建設難點.................................... 趙慧杰，張學智，謝東 7 [2021098](142)

5G賦能海上無人值守平臺..................................................................................................................... 夏如君 7 [2021144](148)

計算機視覺在智慧安防中的應用........................................................................................... 陳志宏，王明曉 8 [2021195](142)

5G頻段間協同技術................................................................................. 曹麗芳，江天明，鄧偉，陳卓 8 [2021139](148)

基于5G切片專線的組網技術和實現方法............................................................................................ 張艷 10 [2021230](143)

智能專線業務編排系統架構設計與實現............................................................................... 陳慧光，李歡 10 [2021209](152)

寬帶私網雙棧地址溯源的云化實現..................................................................... 張承立，何肖嶸，宋蔚芳 10 [20211115](162)

面向工業場景的5G專網解決方案研究................................................................................ 董石磊，趙婧博 11 [2021250](97)

基于5G醫療定制網的遠程手術的實踐與思考.................................................................................... 李英忠 11 [2021251](104)

全國攜號轉網服務方案設計與政策研究............................................................................................... 戴維 11 [2021258](115)

基于數字化轉型的電信綜合網格管理的研究和實踐........................................... 朱明英，華竹軒，史萌 11 [2021252](128)

基于XDR大數據分析的高架用戶識別技術........................................ 汪保友，姚賽彬，黃久成，潘暉 11 [2021214](135)

基于AI深度學習的面向業務5G基站節能系統研究......................................................................... 徐孟強 11 [2021249](143)

5G基站與鄰頻系統之間的干擾問題研究............................................................................................. 姚建明 11 [2021242](152)

互聯網BGP路由可視及安全檢測技術架構與實踐............... 葉朝陽，沈辰，黃明慶，張士聰，劉伊莎 12 [2021263](110)

基于光電混合交叉技術的電力光傳送網絡優化..... 趙陽，宋偉，段程煜，申昉，張曉宏，趙繼華 12 [2021264](121)

聚焦場景的10G PON精準部署方案...................................................... 林銀，覃曉霞，王國棟，韋書田 12 [2021259](133)

科技創新驅動電力行業高質量發展......... 張素香，劉雯靜，趙子巖，曹津平，張娜，滕瑋，吳翔宇 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)