智能物联网AIoT研究综述

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AIoT百度百科 [EB ] . 2021 .

艾瑞咨询 . 中国智能物联网（AIoT）白皮书 [R ] . 2021 .

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徐华伟 . 大数据环境下物联网信息智能采集方法研究 [J ] . 机械设计与制造工程 , 2019 , 48 ( 4 ): 64 - 67 .

XU H W . Research on intelligence acquisition method of Internet of Things under big data environment [J ] . Machine Design and Manufacturing Engineering , 2019 , 48 ( 4 ): 64 - 67 .

骆淑云 . 面向物联网应用的数据收集和激励机制研究 [D ] . 北京:北京邮电大学 , 2016 .

LUO S Y . Research on the data collection and incentive mechanisms for applications of the Internet of Things [D ] . Beijing:Beijing University of Posts and Telecommunications , 2016 .

祝幸辉 . 云物联平台的数据汇聚与存储方法研究 [D ] . 西安:西安电子科技大学 , 2017 .

ZHU X H . Research on aggregation and storage method of cloud IOT platform [D ] . Xi'an:Xidian University , 2017 .

金彦龄 . 基于生物智能的物联网协同自治机理研究 [D ] . 上海:东华大学 , 2013 .

JIN Y L . Study on cooperative autonomous mechanisms of the Internet of Things based on biological intelligence [D ] . Shanghai:Donghua University , 2013 .

高恩池 . 面向 IoT 超密集场景的接入及负载均衡技术研究 [D ] . 成都:电子科技大学 , 2018 .

GAO E C . Research on access and load balancing technology for IoT ultra-dense scenarios [D ] . Chengdu:University of Electronic Science and Technology of China , 2018 .

王国智 . 面向制造物联云服务的复杂事件处理引擎研究 [D ] . 广州:广东工业大学 , 2018 .

WANG G Z . Research of complex event processing engine for manufacturing IoT cloud [D ] . Guangzhou:Guangdong University of Technology , 2018 .

周柳慧 . 物联网智能网关的开发及应用 [D ] . 杭州:浙江大学 , 2018 .

ZHOU L H . Development of intelligent gateway of IoTs and its application [D ] . Hangzhou:Zhejiang University , 2018 .

TANG F X , FADLULLAH Z M , MAO B M , et al . An intelligent traffic load prediction-based adaptive channel assignment algorithm in SDN-IoT:a deep learning approach [J ] . IEEE Internet of Things Journal , 2018 , 5 ( 6 ): 5141 - 5154 .

TANG F X , MAO B M , FADLULLAH Z M , et al . On a novel deep-learning-based intelligent partially overlapping channel assignment in SDN-IoT [J ] . IEEE Communications Magazine , 2018 , 56 ( 9 ): 80 - 86 .

MILIS G M , PANAYIOTOU C G , POLYCARPOU M M . SEMIoTICS:semantically enhanced IoT-enabled intelligent control systems [J ] . IEEE Internet of Things Journal , 2019 , 6 ( 1 ): 1257 - 1266 .

JAVAID N , SHER A , NASIR H , et al . Intelligence in IoT-based 5G networks:opportunities and challenges [J ] . IEEE Communications Magazine , 2018 , 56 ( 10 ): 94 - 100 .

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KRAVARI K , KOSMANIS T , PAPADIMOPOULOS A N . Towards an IOT-enabled intelligent energy management system [C ] // Proceedings of 2017 18th International Symposium on Electromagnetic Fields in Mechatronics,Electrical and Electronic Engineering (ISEF) Book of Abstracts . Piscataway:IEEE Press , 2017 : 1 - 2 .

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LIU Y , YANG C , JIANG L , et al . Intelligent edge computing for IoT-based energy management in smart cities [J ] . IEEE Network , 2019 , 33 ( 2 ): 111 - 117 .

PATEL P , INTIZAR ALI M , SHETH A . On using the intelligent edge for IoT analytics [J ] . IEEE Intelligent Systems , 2017 , 32 ( 5 ): 64 - 69 .

LIN F H , ZHOU Y T , YOU I , et al . Content recommendation algorithm for intelligent navigator in fog computing based IoT environment [J ] . IEEE Access , 2019 ( 7 ): 53677 - 53686 .

TAO F , ZUO Y , XU L D , et al . IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing [J ] . IEEE Transactions on Industrial Informatics , 2014 , 10 ( 2 ): 1547 - 1557 .

SUN W , LIU J J , YUE Y L . AI-enhanced offloading in edge computing:when machine learning meets industrial IoT [J ] . IEEE Network , 2019 , 33 ( 5 ): 68 - 74 .

EL-GENDY S , . IoT based AI and its implementations in industries [C ] // Proceedings of 2020 15th International Conference on Computer Engineering and Systems (ICCES) . Piscataway:IEEE Press , 2020 : 1 - 6 .

马靖 . 制造业物联网环境下的机械产品智能装配系统建模及关键技术研究 [D ] . 合肥:合肥工业大学 , 2015 .

MA J . Research on system modeling and key technology of intelligent assembly system for mechanical products based on manufacturing Internet of Things [D ] . Hefei:Hefei University of Technology , 2015 .

赵江 . 智能制造物联网的构成及数据交换模型的研究 [D ] . 哈尔滨:哈尔滨理工大学 , 2018 .

ZHAO J . Research on the composition and data exchange model of intelligent manufacturing Internet of Things [D ] . Harbin:Harbin University of Science and Technology , 2018 .

KRISHNAN A , SWARNA S , S B H . Robotics,IoT,and AI in the automation of agricultural industry:a review [C ] // Proceedings of 2020 IEEE Bangalore Humanitarian Technology Conference (B-HTC) . Piscataway:IEEE Press , 2020 : 1 - 6 .

刘军涛 . 基于深度学习与物联网的水肥一体化云系统研究 [D ] . 邯郸:河北工程大学 , 2018 .

LIU J T . Research and realization of integrated cloud system based on deep learning and Internet of Things [D ] . Handan:Hebei University of Engineering , 2018 .

郑婷婷 . 基于物联网的智慧农业控制管理系统 [D ] . 西安:西安工程大学 , 2018 .

ZHENG T T . Intelligent internet control and management system based on internet of things [D ] . Xi'an:Xi'an Polytechnic University , 2018 .

DUAN Y E , . Design of intelligent agriculture management information system based on IoT [C ] // Proceedings of 2011 Fourth International Conference on Intelligent Computation Technology and Automation . Piscataway:IEEE Press , 2011 : 1045 - 1049 .

胡书山 . 基于物联网的智慧家庭架构及其关键技术研究 [D ] . 武汉:武汉大学 , 2014 .

HU S S . Research on key technologies of smart home architecture based on the Internet of Things [D ] . Wuhan:Wuhan University , 2014 .

WANG S Z , ZHAO H L , HAO X Y . Design of an intelligent housekeeping robot based on IOT [C ] // Proceedings of 2015 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) . Piscataway:IEEE Press , 2015 : 197 - 200 .

BHIDE V H , WAGH S . I-learning IoT:an intelligent self learning system for home automation using IoT [C ] // Proceedings of 2015 International Conference on Communications and Signal Processing (ICCSP) . Piscataway:IEEE Press , 2015 : 1763 - 1767 .

ADIONO T , MANANGKALANGI B A , MUTTAQIN R , et al . Intelligent and secured software application for IoT based smart home [C ] // Proceedings of 2017 IEEE 6th Global Conference on Consumer Electronics (GCCE) . Piscataway:IEEE Press , 2017 : 1 - 2 .

JIAN M S , WU J Y , CHEN J Y , et al . IOT base smart home appliances by using Cloud Intelligent Tetris Switch [C ] // Proceedings of 2017 19th International Conference on Advanced Communication Technology (ICACT) . Piscataway:IEEE Press , 2017 : 589 - 592 .

乔俞豪 . 基于物联网的智慧社区管理系统研究 [D ] . 太原:中北大学 , 2017 .

QIAO Y H . Research on smart community management system based on Internet of Things [D ] . Taiyuan:North University of China , 2017 .

CHAKRABARTY S , ENGELS D W . Secure smart cities framework using IoT and AI [C ] // Proceedings of 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT) . Piscataway:IEEE Press , 2020 : 1 - 6 .

魏赟 . 基于物联网的智能交通系统中车辆自组织网络建模与仿真研究 [D ] . 兰州:兰州交通大学 , 2017 .

WEI Y . Modeling and simulation research on vehicular ad hoc networks of intelligent transportation system based on internet of things [D ] . Lanzhou:Lanzhou Jiaotong University , 2017 .

NI F , WEI J X , SHEN J H . An Internet of Things (IoTs) based intelligent life monitoring system for vehicles [C ] // Proceedings of 2018 IEEE 3rd Advanced Information Technology,Electronic and Automation Control Conference (IAEAC) . Piscataway:IEEE Press , 2018 : 532 - 535 .

RANE S , DUBEY A , PARIDA T . Design of IoT based intelligent parking system using image processing algorithms [C ] // Proceedings of 2017 International Conference on Computing Methodologies and Communication (ICCMC) . Piscataway:IEEE Press , 2017 : 1049 - 1053 .

BHATE S V , KULKARNI P V , LAGAD S D , et al . IoT based intelligent traffic signal system for emergency vehicles [C ] // Proceedings of 2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT) . Piscataway:IEEE Press , 2018 : 788 - 793 .

REN Q L , MAN K L , LI M Q , et al . Using blockchain to enhance and optimize IoT-based intelligent traffic system [C ] // Proceedings of 2019 International Conference on Platform Technology and Service (PlatCon) . Piscataway:IEEE Press , 2019 : 1 - 4 .

PENDOR R B , TASGAONKAR P P . An IoT framework for intelligent vehicle monitoring system [C ] // Proceedings of 2016 International Conference on Communication and Signal Processing (ICCSP) . Piscataway:IEEE Press , 2016 : 1694 - 1696 .

俞磊 . 基于物联网技术的智慧医院架构及服务访问研究 [D ] . 合肥:合肥工业大学 , 2014 .

YU L . Architecture and service access of smart hospital based on Internet of Things [D ] . Hefei:Hefei University of Technology , 2014 .

刘钙 . 物联网平台下基于云计算的智能药盒系统 [D ] . 镇江:江苏科技大学 , 2018 .

LIU G . Intelligent drug box system based on cloud computing under the internet of things platform [D ] . Zhenjiang:Jiangsu University of Science and Technology , 2018 .

SRINIVAS M , DURGAPRASADARAO P , RAJ V N P . Intelligent medicine box for medication management using IoT [C ] // Proceedings of 2018 2nd International Conference on Inventive Systems and Control (ICISC) . Piscataway:IEEE Press , 2018 : 32 - 34 .

马玉军 . 云端融合的健康物联网系统设计与实现方法研究 [D ] . 武汉:华中科技大学 , 2016 .

MA Y J . Research on the system design and realization methods for cloud-end fusion based health Internet of Things [D ] . Wuhan:Huazhong University of Science and Technology , 2016 .

YANG G , XIE L , MÄNTYSALO M , , et al . A health-IoT platform based on the integration of intelligent packaging,unobtrusive bio-sensor,and intelligent medicine box [J ] . IEEE Transactions on Industrial Informatics , 2014 , 10 ( 4 ): 2180 - 2191 .

ARA A , . Case study:integrating IoT,streaming analytics and machine learning to improve intelligent diabetes management system [C ] // Proceedings of 2017 International Conference on Energy,Communication,Data Analytics and Soft Computing (ICECDS) . Piscataway:IEEE Press , 2017 : 3179 - 3182 .

ZHANG L P , LI F Q , WANG P C , et al . A blockchain-assisted massive IoT data collection intelligent framework [J ] . IEEE Internet of Things Journal , 2021 (99):1.

GUO J L , LIU A F , OTA K , et al . ITCN:an intelligent trust collaboration network system in IoT [J ] . IEEE Transactions on Network Science and Engineering , 2021 (99):1.

XIONG J B , REN J , CHEN L , et al . Enhancing privacy and availability for data clustering in intelligent electrical service of IoT [J ] . IEEE Internet of Things Journal , 2019 , 6 ( 2 ): 1530 - 1540 .

CHA S C , YEH K H . An ISO/IEC 15408-2 compliant security auditing system with blockchain technology [C ] // Proceedings of 2018 IEEE Conference on Communications and Network Security (CNS) . Piscataway:IEEE Press , 2018 : 1 - 2 .

BAGAA M , TALEB T , BERNABE J B , et al . A machine learning security framework for iot systems [J ] . IEEE Access , 2020 , 8 : 114066 - 114077 .

XIAO L , WAN X Y , LU X Z , et al . IoT security techniques based on machine learning:how do IoT devices use AI to enhance security? [J ] . IEEE Signal Processing Magazine , 2018 , 35 ( 5 ): 41 - 49 .

SACHDEV R , . Towards security and privacy for edge AI in IoT/IoE based digital marketing environments [C ] // Proceedings of 2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC) . Piscataway:IEEE Press , 2020 : 341 - 346 .

BOUBICHE D E , PATHAN A S K , LLORET J , et al . Advanced industrial wireless sensor networks and intelligent IoT [J ] . IEEE Communications Magazine , 2018 , 56 ( 2 ): 14 - 15 .