元宇宙:概念、技术及应用研究综述
作者:
作者单位:

南京信息工程大学计算机学院

中图分类号:

TP183; P456.1

基金项目:

国家自然科学基金(No.42075007);灾害性天气国家重点实验室开放基金(No.2021LASW-B19)


Metaverse: Conceptions, key technologies and applications
Author:
Affiliation:

School of Computer and Software,Nuist

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    摘要:

    网络技术、人机交互和人工智能等技术的飞速发展催生了元宇宙,并进一步促进人们物质生活各个方面的数字化转型。2021年是元宇宙元年,元宇宙作为一个新兴的概念受到产业界、学术界、媒体界及公众的广泛关注。本文尝试从技术维度和应用角度深度剖析元宇宙。首先,从定义、起源与发展、特征和关键技术(网络及运算技术、物联网技术、人机交互技术、电子游戏技术、区块链技术、数字孪生技术和其他技术)等多方面对元宇宙的概念及内涵进行论述;然后,讨论了当下布局元宇宙的企业和应用实例;最后,剖析了目前元宇宙发展存在的问题和机遇,并对未来研究与应用进行了展望。通过对元宇宙当前的发展状况、研究趋势进行归纳分析以及科学地评估元宇宙的落地应用,为元宇宙研究人员提供有益的参考和借鉴。

    Abstract:

    The rapid development of network technology, human-computer interaction and artificial intelligence has given birth to the metaverse and further promoted the digital transformation of all aspects of people's material life. 2021 is the first year of the metaverse, as a new concept, the metaverse has attracted extensive attention from the industry, academia, media and the public. This paper attempts to deeply analyze the metaverse from the perspective of technology and application. First, the concept and connotation of the metaverse are discussed from the definition, origin and development, characteristics and key technologies (network and computing technology, Internet of Things technology, human-computer interaction technology, electronic game technology, block chain technology, digital twin technology and other technologies); Then, the enterprises and application examples of the current layout of the metaverse are discussed; Finally, the existing problems and opportunities in the development of the metaverse are analyzed, and the future research and application are prospected. Through the induction and analysis of the current development status and research trend of the metaverse and the scientific evaluation of the landing application of the metaverse, we can provide a useful reference for the researchers of the metaverse.

    参考文献
    [1] Metaverse [EB/OL].[2022-11-02].https://encyclopedia.thefreedictionary.com/meraverse
    [2] 寒宇枫.微软发布元宇宙战略,让你了解它的愿景 [EB/OL].[2022-05-26].https://view.inews.qq.com/a/20220526A0CSBJ00
    [3] 亚马逊云科技助你探索元宇宙 [EB/OL].[2022-11-01].https://aws.amazon.com/cn/campaigns/metaverse/
    [4] 赵颖.10个问题带你了解什么是元宇宙 [EB/OL].[2022-06-02].https://www.sohu.com/a/553522150_121292768?spm=smpc.content.content.2.16629950731379HVg8mX _trans_=000019_wzwza
    [5] 元宇宙 [EB/OL].[2022-10-10].https://baike.baidu.com/item/%E5%85%83%E5%AE%87%E5%AE%99/58292530
    [6] 黄泽正.关于腾讯元宇宙的10个事实和7个猜想 [EB/OL].[2022-02-24].http://yyz.cn/forum.php?mod=viewthread tid=1811
    [7] 德勤-元宇宙行业深度研究报告:愿景、技术和应对 [EB/OL].[2022-03-11].https://baijiahao.baidu.com/s?id=1726970218399778650 wfr=spider for=pc
    [8] 高希夷.云网一体化数据中心5G技术的应用[J].现代传输,2022(05):45-48.
    [9] Park Hyebin and Lim Yujin. Deep Reinforcement Learning Based Resource Allocation with Radio Remote Head Grouping and Vehicle Clustering in 5G Vehicular Networks[J]. Electronics,2021,10(23):3015-3015.
    [10] Kottursamy, Kottilingam et al. Optimized D-RAN Aware Data Retrieval for 5G Information Centric Networks[J]. Wireless Personal Communications,2021:1-22.
    [11] Kulkarni Anju V. and Menon Radhika and Kulkarni Pramodkumar H.. Fractional sequential likelihood ascent search detector for interference cancelation in massive MIMO systems in 5G technology[J]. International Journal of Electronics,2021,108(12):2058-20
    [12] Jeyakumar, P. et al. Wideband hybrid precoding techniques for THz massive MIMO in 6G indoor network deployment[J]. Telecommunication Systems,2021:1-12.
    [13] Zhang Qixun et al. Backhaul-Capacity-Aware Interference Mitigation Framework in 6G Cellular Internet of Things[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8(12): 10071-10084.
    [14] Lin Kai et al. AI-Driven Collaborative Resource Allocation for Task Execution in 6G-Enabled Massive IoT[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8(7):5 264-5273.
    [15] Sarosh Ayesha. Machine Learning Based Hybrid Intrusion Detection For Virtualized Infrastructures In Cloud Computing Environments[J]. Journal of Physics: Conference Series,2021,2089(1).
    [16] Chraibi Amine and Ben Alla Said and Ezzati Abdellah. Makespan Optimization in Cloudlet Scheduling with Improved DQN Algorithm in Cloud Computing[J]. SCIENTIFIC PROGRAMMING, 2021,2021.
    [17] Smara, Mounya et al. Robustness improvement of component-based cloud computing systems [J]. The Journal of Supercomputing,2021:1-33.
    [18] Arfa Muteeh and Muhammad Sardaraz and Muhammad Tahir. MrLBA: multi-resource load balancing algorithm for cloud computing using ant colony optimization[J]. Cluster Computing,2021,24(4):1-11.
    [19] Almasri, Sanaa and Jarrah, Moath and Al Duwairi, Basheer. Multi-objective optimization of task assignment in distributed mobile edge computing[J]. Journal of Reliable Intelligent Environments,2021:1-13.
    [20] Chen, Xue et al. Unsupervised Deep Learning for Binary Offloading in Mobile Edge Computation Network[J]. Wireless Personal Communications, 2021,:1-20.
    [21] Rodrigues Tiago Koketsu and Liu Jiajia and Kato Nei. Application of Cybertwin for Offloading in Mobile Multiaccess Edge Computing for 6G Networks[J]. IEEE INTERNET OF THINGS JOURNAL,2021,8(22):16231-16242.
    [22] Gao Weifeng et al. Resource Allocation for Latency-Aware Federated Learning in Industrial Internet of Things[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021,17(12):8505-8513.
    [23] RodriguezPabon Carlos et al. An Adaptive Sampling Period Approach for Management of IoT Energy Consumption: Case Study Approach[J]. Sensors,2022,22(4):1472-1472.
    [24] S. Karthick and N. Gomathi. Sparrow Search Algorithm-based Resource Management in Internet of Things (IoT)[J]. EAI Endorsed Transactions on Energy Web,2022,9(37)
    [25] Jiang Wenhao et al. Fine-grained hand gesture recognition based on active acoustic signal for VR systems[J]. CCF Transactions on Pervasive Computing and Interaction, 2020, 2(4):329-339.
    [26] Fu Lin et al. Tunnel vision optimization method for VR flood scenes based on Gaussian blur[J]. International Journal of Digital Earth,2021,14(7):821-835.
    [27] Marchesi Giulia et al. EnvSLAM: Combining SLAM Systems and Neural Networks to Improve the Environment Fusion in AR Applications[J]. ISPRS International Journal of Geo-Information, 2021,10(11):772-772.
    [28] 元宇宙的八大支撑技术 [EB/OL].[2022-08-24].https://baijiahao.baidu.com/s?id=1742034876831449117 wfr=spider for=pc.DLSS
    [29] Haridas Arul Valiyavalappil et al. Taylor-DBN: A new framework for speech recognition systems[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2021,19(02)
    [30] Tajbakhsh Mir Saman et al. Multi-agent celebrity recommender system (MACeRS): Twitter use case[J]. Social Network Analysis and Mining,2021,12(1)
    [31] Shi X , Chen Z , Wang H , et al. Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting[J]. MIT Press,2015.
    [32] Wang Zhanjie et al. UATNet: U-Shape Attention-Based Transformer Net for Meteorological Satellite Cloud Recognition[J]. Remote Sensing,2021,14(1):104-104.
    [33] Lee L H , Braud T , Zhou P , et al. All One Needs to Know about Metaverse: A Complete Survey on Technological Singularity, Virtual Ecosystem, and Research Agenda[J].2021.
    [34] 郭全中,魏滢欣,冷一鸣.元宇宙发展综述[J].传媒,2022(14):9-11.
    [35] Prasanna D.S.J.D. and Aravindhar D.D.J. and Sivasankar D.P.. Block Chain based Grey Hole Detection Q Learning based CDS Environment in Cloud - MANET[J]. Webology,2021,18(SpecialIssue):88-106.
    [36] Bandara, Eranga et al. Casper: a blockchain-based system for efficient and secure customer credential verification[J]. Journal of Banking and Financial Technology, 2021:1-20.
    [37] Rehman Muhammad Habib ur et al. TrustFed: A Framework for Fair and Trustworthy Cross-Device Federated Learning in IoT[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2021,17(12):8485-8494.
    [38] 于勇,范胜廷,彭关伟,戴晟,赵罡.数字孪生模型在产品构型管理中应用探讨[J].航空制造技术, 2017(07):41-45.DOI:10.16080/j.issn1671-833x.2017.07.041.
    [39] 邹海林,员安然,郭金兰,李建庆.澳门海岸带数字孪生系统构建设想[J].中国水利,2022(20):30-33.
    [40] 黄艳,喻杉,罗斌,李荣波,李昌文,黄卫.面向流域水工程防灾联合智能调度的数字孪生长江探索[J].水利学报,2022,53(03):253-269.
    [41] 李强.基于数字孪生技术的城市洪涝灾害评估与预警系统分析[J].北京工业大学学报,2022,48(05):476-485.
    [42] 徐瑞,叶芳毅.基于数字孪生技术的三维可视化水利安全监测系统[J].水利水电快报,2022,43(01):87-91.
    [43] 清华元宇宙报告3.0(2022年) [EB/OL].[2022-11-15].https://www.digitalelite.cn/h-nd-5397.html
    [44] 英伟达推出 Omniverse Cloud 服务,用于构建和运营工业元宇宙应用 [EB/OL].[2022-09-21].https://baijiahao.baidu.com/s?id=1744548607885684297 wfr=spider for=pc
    [45] 谷歌携手NBA推元宇宙项目,球迷可用虚拟化身参加篮球活动 [EB/OL].[2022-04-19]. https://www.sohu.com/a/539345046_161795
    [46] 微软入华30载:“工业元宇宙”解决方案亮相市场 [EB/OL].[2022-11-06].https://baijiahao.baidu.com/s?id=1748762100807407716 wfr=spider for=pc
    [47] Meta开放虚拟世界Horizon Worlds,一起冥想、乘船、大逃杀 [EB/OL].[2021-12-12]. https://baijiahao.baidu.com/s?id=1718762466893462423 wfr=spider for=pc
    [48] 亚马逊欲进军元宇宙,开启“征战模式” [EB/OL].[2022-04-22].https://baijiahao.baidu.com/s?id=1730812339572101411 wfr=spider for=pc
    [49] 首个国产元宇宙APP百度“希壤”开放内测 [EB/OL].[2021-12-21].https://baijiahao.baidu.com/s?id=1719763890762983247 wfr=spider for=pc
    [50] HTC Viverse 亮相 2022 世界VR产业大会,斩获VR/AR创新金奖 [EB/OL].[2021-11-18].http://weiot.net/article-371038-1.html
    [51] PICO 4系列正式发布 有望开启国内VR大众化之路 [EB/OL].[2022-09-28].https://baijiahao.baidu.com/s?id=1745207166380004325 wfr=spider for=pc
    [52] 不只是引擎 Cocos近日完成5000万美元B轮融资 [EB/OL].[2022-04-12].https://finance.china.com.cn/roll/20220412/5783895.shtml
    [53] 京东正式上线灵稀数字藏品交易平台,首款数字藏品发售 [EB/OL].[2021-12-18].https: //baijiahao.baidu.com/s?id=1719466528716812950 wfr=spider for=pc
    [54] 智慧气象数字孪生IOC系统 [EB/OL].[2022-04-12].https://zhuanlan.zhihu.com/p/425983792
    [55] 社科院专家:元宇宙是双刃剑 将带来五大巨变 [EB/OL].[2021-11-14].https://baijiahao.baidu.com/s?id=1716369079652499780 wfr=spider for=pc
    [56] 王文喜,周芳,万月亮,宁焕生.元宇宙技术综述[J].工程科学学报,2022,44(04):744-756.DOI:10.13374/j.issn2095-9389.2022.01.15.003.
    [57] 武强,季雪庭,吕琳媛.元宇宙中的人工智能技术与应用[J].智能科学与技术学报,2022,4(03):324-334.
    [58] 郑诚慧.元宇宙关键技术及与数字孪生的异同[J].网络安全技术与应用,2022(09):124-126.
    [59] 李鸣,张亮,宋文鹏,吴美玉.区块链:元宇宙的核心基础设施[J].计算机工程,2022,48(06):24-32+41.DOI:10.9678/j.issn.1000-3428.0064120.
    [60] 宋晓玲,刘勇,董景楠,黄勇飞.元宇宙中区块链的应用与展望[J].网络与信息安全学报,2022,8(04):45-65.
    [61] 赵星,乔利利,叶鹰.元宇宙研究与应用综述[J].信息资源管理学报,2022,12(04):12-23+45.DOI:10.13365/j.jirm.2022.4.012.
    [62] 于长钺,张潮.元宇宙体系架构及发展研究[J].信息技术与标准化,2022(08):78-82.
    [63] 方巍,文学志,潘吴斌,薛胜军.云计算:概念、技术及应用研究综述[J].南京信息工程大学学报(自然科学版),2012,4(04):351-361.
    [64] 周博文,奚超,李广地,杨波.元宇宙在电力系统中的应用[J].发电技术,2022,43(01):1-9.
    [65] 吴桐,商健光.Web3.0:元宇宙的底层网络结构[J/OL].东北财经大学学报:1-13[2022-11-20].http://kns.cnki.net/kcms/detail/21.1414.F.20220713.1501.002.html
    [66] 孙柏林.工业元宇宙—现实世界与虚拟世界互通的桥梁[J].计算机仿真,2022,39(07):1-7.
    [67] 孟德州.分布式系统与人工智能在元宇宙金融中的应用[J].中国商论,2022(14):80-82.
    [68] 阚贝加.支撑元宇宙发展的关键计算机网络技术研究[J].价值工程,2022,41(22):73-75.
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方巍,伏宇翔.元宇宙:概念、技术及应用研究综述[J].南京信息工程大学学报,,():

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  • 收稿日期:2022-11-29
  • 最后修改日期:2022-12-05
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