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A bibliometric and scientometric review of research on crowdsourcing in smart cities 智慧城市众包研究的文献计量学和科学计量学综述
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-25 DOI: 10.1049/smc2.12048
Youtao Jiang, Bowen Guo, Xunda Zhang, Hongxin Tian, Yue Wang, Ming Cheng

The smart city model for operation and governance of modern cities requires huge quantities of data about people and the environment to support related applications, and crowdsourcing is effective for collecting and processing such data. Numerous reviews of the literature on crowdsourcing and smart cities as separate research fields have been published. Research on the intersection of the two is relatively new and lacks a systematic literature review. This study applies bibliometric and scientometric research methods and the research tools to study 367 related publications retrieved from the Web of Science database. Keyword co-occurrence analysis was conducted to find the distribution of publications, research cooperation, and major research areas. Document co-citation analysis was used to examine the domain knowledge structure, and citation burst detection was used to identify trends in research in this topic area. The analysis results clarify the research content and evolutionary context and reveal emerging research trends.

现代城市运行和治理的智慧城市模式需要大量的人和环境数据来支持相关应用,而众包是收集和处理这些数据的有效途径。许多关于众包和智慧城市作为独立研究领域的文献评论已经发表。对两者交集的研究相对较新,缺乏系统的文献综述。本研究运用文献计量学和科学计量学的研究方法和研究工具,对Web of Science数据库中检索到的367篇相关出版物进行了研究。通过关键词共现分析,发现论文发表情况、科研合作情况和主要研究领域。论文共被引分析用于检测领域知识结构,引文爆发检测用于识别该主题领域的研究趋势。分析结果明确了研究内容和进化背景,揭示了新兴的研究趋势。
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引用次数: 0
Guest Editorial: Drones for smart cities 嘉宾评论:智能城市的无人机
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-22 DOI: 10.1049/smc2.12047
Francisco J. Martinez, Chaker Abdelaziz Kerrache, Abderrahmane Lakas
<p>Smart cities and unmanned aerial vehicles (UAVs) are two relatively recent concepts and also hot topics in research. The combination of these two technologies is expected to propel their capabilities even further for enabling revolutionary applications that will improve our quality of life. This Special Issue focuses on novel work done on the application of UAVs where state-of-the-art technologies in sensing, information dissemination, communications, and artificial intelligence (AI) are applied within the context of smart cities.</p><p>Over the years, we have witnessed the joint efforts of academia and industry that have led to not only the introduction of novel applications but also the improvement of communications and the use of AI-based approaches intended to make use of UAVs in future smart cities. However, many issues remain unsolved. Further research efforts are required in the fields of drone networking, sensing, and autonomous driving; including information sharing and delivery, providing common understanding platforms, smart sensing, and also new communication paradigms for the advancement of drone systems within smart cities.</p><p>This Special Issue aimed to investigate the above-mentioned open issues related to ‘Drones for Smart Cities’ and collected three (03) high-quality papers that were accepted after a rigorous review process.</p><p>A review of some of the technical difficulties with aerial coordination and interaction that multirotor UAVs still encounter was presented by Fabra et al. [<span>1</span>]. In order to achieve collision-free flights and swarm-based missions, they highlighted recent advancements that have been published in the literature and presented some recent contributions. The study in this work allows the authors to offer insight into the issues that still need to be resolved in order to make it possible for UAV-based solutions to support sustainable aerial services.</p><p>The study of Popescu et al. [<span>2</span>] examined the potential hovering locations based on each hovering location's unique constraints, such as flight time and coverage, in order to increase connection and ensure data rates in the 5G network. They presented analytical bounds on the connection expansion needs for fixed enhanced mobile broadband infrastructure serving vehicle networks, where both infrastructures and vehicular networks are analysed using stochastic and fractal geometry as a model for urban environments. Overall, the results presented a realistic stochastic communication model for investigating the growth of 5G in smart cities. The computation of precise bounds and the identification of specific behaviours served to highlight the appeal of such a creative framework (such as the characterisation of a threshold). It is also a start in the direction of creating a framework for ‘smart city modeling’ that may be used in different urban contexts.</p><p>Finally, Rathee et al. [<span>3</span>] developed a trustworthy drone-based
智慧城市和无人机是两个相对较新的概念,也是研究的热点。这两种技术的结合有望进一步推动它们的能力,从而实现革命性的应用,从而提高我们的生活质量。本期特刊重点介绍在智能城市背景下应用传感、信息传播、通信和人工智能(AI)等最先进技术的无人机应用方面所做的新工作。多年来,我们见证了学术界和工业界的共同努力,不仅引入了新颖的应用,还改善了通信和使用基于人工智能的方法,旨在在未来的智慧城市中利用无人机。然而,许多问题仍未得到解决。在无人机网络、传感和自动驾驶领域需要进一步的研究;包括信息共享和传递,提供共同理解平台,智能传感,以及智能城市中无人机系统进步的新通信范例。本期特刊旨在调查上述与“智慧城市无人机”相关的开放性问题,并收集了三篇(03篇)高质量的论文,经过严格的审查程序被接受。一些与空中协调和交互,多旋翼无人机仍然遇到的技术困难的审查是由Fabra等人提出[1]。为了实现无碰撞飞行和基于群体的任务,他们强调了最近在文献中发表的进展,并介绍了一些最近的贡献。这项工作的研究使作者能够深入了解仍然需要解决的问题,以便使基于无人机的解决方案能够支持可持续的空中服务。Popescu等人[2]的研究根据每个悬停位置的独特约束(如飞行时间和覆盖范围)检查了潜在的悬停位置,以增加连接并确保5G网络中的数据速率。他们提出了为车辆网络服务的固定增强型移动宽带基础设施的连接扩展需求的分析界限,其中使用随机和分形几何作为城市环境模型分析基础设施和车辆网络。总体而言,研究结果为研究5G在智慧城市中的增长提供了一个现实的随机通信模型。精确边界的计算和特定行为的识别有助于突出这种创造性框架的吸引力(例如阈值的特征)。这也是创建“智慧城市建模”框架的一个开始,可以在不同的城市环境中使用。最后,Rathee等人[3]开发了一种可信赖的基于无人机的智慧城市通信系统,其中智能设备使用无人机进行监控。通过将每个设备分类为合法和恶意设备,基于行为和本地信任模型用于检查每个设备的通信方式。更高的信任级别允许节点继续通信并成为网络的一部分。区块链网络,其中每个设备的信任值作为网络中的一个块来维护,再次监控和分析系统。建议的方法已经过测试,并与现行方案进行了比较;它在吞吐量、延迟、准确性和块更新限制方面都优于它。由于该方法减少了通信存储开销和延迟,因此性能优于现有方法。
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引用次数: 0
Drones in Smart-Cities 智能城市中的无人机
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-22 DOI: 10.1016/c2019-0-00992-2
F. Martinez, C. A. Kerrache, Abderrahmane Lakas
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引用次数: 0
An analysis on the preliminary benefits of aquaculture smart aeration control 水产养殖智能曝气控制初步效益分析
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-19 DOI: 10.1049/smc2.12046
Chi-Yuan Lin, Yu-Tang Shen, Yong-An Tsai, Chao-Chien Chen

Aquaculture in Taiwan is characterised by high breeding densities of up to five times higher than the normal breeding densities. Pollution in the breeding environment and its adjacent waters have exacerbated the occurrence of disease outbreaks in fish, shrimp and shellfish, which greatly impacted the economy. Therefore, the parameters pertaining to water quality status, especially dissolved oxygen are particularly important. In addition to the rising cost of labour, land, infrastructure and other materials, the capital needed to engage in aquaculture has risen, whereas the profits have decreased. This limits the growth of aquaculture and fisheries. To overcome this problem, it is essential to shift towards efficient and ecologically precise smart aquaculture. The application of industrialised and smart systems in the vertical diffusion and in-depth integration of aquaculture facilitates decision-making, improves the level of intelligence in breeding, and enhance aquaculture's contribution to Taiwan's economy.

台湾水产养殖的特点是养殖密度高,可达正常养殖密度的五倍。养殖环境及其邻近水域的污染加剧了鱼虾贝类疾病暴发的发生,对经济造成了极大的影响。因此,与水质状况有关的参数,特别是溶解氧尤为重要。除了劳动力、土地、基础设施和其他材料的成本上升外,从事水产养殖所需的资本增加了,而利润却减少了。这限制了水产养殖和渔业的增长。为了克服这一问题,必须转向高效和生态精确的智能水产养殖。工业化和智能系统在水产养殖垂直扩散和深度融合中的应用,有利于决策,提高养殖的智能化水平,增强水产养殖对台湾经济的贡献。
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引用次数: 0
Smart in city performance: More to practical life than hardware and software 智能城市性能:更多地应用于实际生活而非硬件和软件
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-17 DOI: 10.1049/smc2.12045
Faten Hatem

Visions of Smart cities claim to offer better liveability and sustainability through information and communication technology. This study promotes the importance of focussing on spatial aspects and affective factors that impact smart urbanism. It seeks better to inform city governance, spatial planning, and policymaking to focus on what Smart does and what it can achieve for cities in terms of performance rather than on using the notion for prestige purposes. Also, the study recognises the importance of establishing a new meaning for urban progress by moving beyond improving the city's basic services to enhance the actual human experience, which is essential for developing authentic smart cities. The topic presents four overlooked areas: the efficiency paradox, the social aspect, connectedness with nature, and utilising untapped resources. The argument does not invite exploring these themes in silos; it collectively examines smart cities in performance, arguing that there is more to the practical life of smart cities than software and hardware inventions. The research uses a case study approach, presenting Milton Keynes as a living example to learn from while engaging with various methods for data collection, including multi-disciplinary semi-structured interviews, field observations, and data mining.

智慧城市的愿景声称通过信息和通信技术提供更好的宜居性和可持续性。本研究强调了关注影响智慧城市主义的空间方面和情感因素的重要性。它寻求更好地为城市治理、空间规划和政策制定提供信息,将重点放在Smart所做的事情以及它在城市绩效方面可以实现的目标上,而不是将这个概念用于声望目的。此外,该研究还认识到,通过超越改善城市基本服务,增强人类实际体验,为城市发展确立新意义的重要性,这对于发展真正的智慧城市至关重要。该主题提出了四个被忽视的领域:效率悖论、社会方面、与自然的联系以及未开发资源的利用。这一论点并不要求我们孤立地探索这些主题;它集体考察了智慧城市的表现,认为智慧城市的实际生活不仅仅是软件和硬件的发明。该研究采用了案例研究的方法,将米尔顿凯恩斯作为一个活生生的例子来学习,同时采用各种数据收集方法,包括多学科半结构化访谈、实地观察和数据挖掘。
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引用次数: 0
Opportunities of collected city data for smart cities 为智慧城市收集城市数据的机会
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-09 DOI: 10.1049/smc2.12044
Satu Paiho, Pekka Tuominen, Jyri Rökman, Markus Ylikerälä, Juha Pajula, Hanne Siikavirta

This article explores ways to leverage city data in smart cities and how data virtualisation can help overcome some of the barriers and create new opportunities for data usage. By combining data sources, data virtualisation can help overcome technical and regulatory challenges, and create new value. The topic was approached from three perspectives: the exploitation of city data, the potential for data virtualisation to utilise city data, and the detection of gaps for future use of city data. Finnish cities are interested in utilisation of the rich data they have within the city and new data that is gathered by different actors. However, there is a gap between the potential and the current situation. When city data is generated continuously from different functions, the scattered data storages can be utilised efficiently with data virtualisation. The city itself, commercial operators, governments and individuals all benefit about the deeper understanding of city functions. Sharing data from different systems and sectors creates opportunities for measuring also other but financial benefits. In the case of city bicycles studied in the city of Kuopio, expanded usage of the bicycles was seen as benefiting citizens' wellbeing and health.

本文探讨了在智慧城市中利用城市数据的方法,以及数据虚拟化如何帮助克服一些障碍并为数据使用创造新的机会。通过结合数据源,数据虚拟化可以帮助克服技术和监管方面的挑战,并创造新的价值。该主题从三个角度进行探讨:城市数据的开发,数据虚拟化利用城市数据的潜力,以及发现未来使用城市数据的差距。芬兰城市对利用城市内部的丰富数据和不同参与者收集的新数据很感兴趣。然而,潜力与现状之间存在差距。当城市数据由不同功能连续生成时,通过数据虚拟化可以有效利用分散的数据存储。城市本身、商业经营者、政府和个人都能从对城市功能的深入理解中受益。共享来自不同系统和部门的数据为衡量除经济效益外的其他效益创造了机会。在库奥皮奥市研究的城市自行车案例中,自行车的扩大使用被视为有利于公民的福祉和健康。
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引用次数: 5
Pathways to reducing the negative impact of urban transport on climate change 减少城市交通对气候变化的负面影响的途径
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-10-31 DOI: 10.1049/smc2.12043
Marcin Seredynski

Transition to net zero greenhouse gas (GHG) emissions from urban transport requires strategies improving energy efficiency and contributing to energy conservation. Efficiency gains can be achieved via combination of new technologies, such as electrification, connectivity, and automation. Energy conservation focuses on reducing the total miles travelled by private cars. Supporting modal shift to public transport (PT) is the essential element of that strategy. It starts with policy support enabling time and space prioritisation of PT vehicles. Next, the emerging technologies can optimise performance and comfort of PT vehicles by making the best use of the assigned resources. This article shows how these technologies can reduce GHG emissions directly, as well as indirectly by making PT an attractive choice boosting patronage. A case study illustrating the improvement of the environmental performance of full hybrid buses via connectivity and geofencing is given.

向城市交通温室气体净零排放过渡需要提高能源效率和促进节能的战略。通过电气化、互联互通和自动化等新技术的结合,可以提高效率。节约能源的重点是减少私家车行驶的总里程。支持向公共交通(PT)的模式转变是该战略的基本要素。首先是政策支持,使PT车辆的时间和空间优先化。其次,新兴技术可以通过充分利用分配的资源来优化PT车辆的性能和舒适性。本文展示了这些技术如何直接减少温室气体排放,以及如何通过使PT成为一个有吸引力的选择来促进赞助,从而间接减少温室气体排放。给出了一个案例研究,说明了通过连接和地理围栏改善全混合动力客车的环境性能。
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引用次数: 1
Smart cities and innovations: Addressing user acceptance with virtual reality and Digital Twin City 智慧城市和创新:通过虚拟现实和数字双城解决用户接受度问题
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-09-28 DOI: 10.1049/smc2.12042
David Michalik, Per Kohl, Anton Kummert

The transformation into smart cities is imminent to meet the rising number of urban problems and challenges. Digital technologies offer great potential to develop smart solutions, especially in the areas of public administration, energy, infrastructure and mobility. For the successful diffusion, the acceptance of the individual is a crucial part, which can be addressed by an immersive experience along with the personal collection of insights of the innovation. However, at the same time a paradox arises as many new developments are still in the making and therefore, are not yet available to the public. Immersive virtualisation technologies such as Virtual Reality (VR) offer great potential to solve this problem. In this study, the usability of VR technology to address individual's innovation barriers in general and to explore the use of emerging digital twin cities (DTC) is analysed, as they provide an ideal basis for the customised creation of immersive VR-applications. Although several themes and applications regarding the potential of DTCs have been addressed in literature, their explicit use in the field of acceptance research has not been pursued. Therefore, a new methodology is introduced and first implementations and results are presented and discussed.

智慧城市的转型迫在眉睫,以应对日益增多的城市问题和挑战。数字技术为开发智能解决方案提供了巨大潜力,特别是在公共管理、能源、基础设施和交通领域。对于成功的传播,个人的接受是至关重要的一部分,这可以通过沉浸式体验以及个人对创新的见解来解决。然而,与此同时,一个矛盾出现了,因为许多新的发展仍在进行中,因此,还没有向公众开放。虚拟现实(VR)等沉浸式虚拟技术为解决这一问题提供了巨大的潜力。在本研究中,分析了VR技术在解决个人创新障碍和探索新兴数字双城(DTC)使用方面的可用性,因为它们为定制化创建沉浸式VR应用程序提供了理想的基础。虽然文献中已经讨论了关于dtc潜力的几个主题和应用,但它们在接受研究领域的明确应用尚未得到探讨。因此,本文介绍了一种新的方法,并给出了初步的实现和结果。
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引用次数: 4
Connecting flying backhauls of unmanned aerial vehicles to enhance vehicular networks with fixed 5G NR infrastructure 连接无人机飞行回程,以固定5G NR基础设施增强车载网络
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-09-15 DOI: 10.1049/smc2.12034
Dalia Popescu, Philippe Jacquet, Bernard Mans

This paper investigates moving networks of Unmanned Aerial Vehicles to extend connectivity and guarantee data rates in the 5G by analysing possible hovering locations based on limitations such as flight time and coverage. The authors provide analytic bounds on the requirements in terms of connectivity extension for vehicular networks served by fixed Enhanced Mobile BroadBand infrastructure, where both vehicular networks and infrastructures are modelled using stochastic and fractal geometry as a model for urban environment. The authors prove that assuming n mobile nodes (distributed according to a hyperfractal distribution of dimension dF) and an average of ρ Next Generation NodeB (gNBs), distributed like a hyperfractal of dimension dr if ρ = nθ with θ > dr/4 and letting n tending to infinity (to reflect megalopolis cities), then the average fraction of mobile nodes not covered by a gNB tends to zero like OndF2dr2θdr2 $Oleft({n}^{-frac{left({d}_{F}-2right)}{{d}_{r}}left(2theta -frac{{d}_{r}}{2}right)}right)$. Interestingl

本文研究了无人机的移动网络,通过分析基于飞行时间和覆盖范围等限制的可能悬停位置,以扩展连接并保证5G中的数据速率。作者提供了固定增强型移动宽带基础设施服务的车辆网络连接扩展需求的分析边界,其中车辆网络和基础设施都使用随机和分形几何模型作为城市环境模型。证明了假设n个移动节点(按dF维数的超分形分布分布)和ρ下一代节点(gnb)的平均值,如果ρ = nθ与θ &gt分布为dr维数的超分形;Dr /4,让n趋于无穷大(反映大都市),则未被gNB覆盖的移动节点的平均比例趋向于0,如O n−d F−2 d r 2 θ−d r 2 $Oleft({n}^{-frac{left({d}_{F}-2right)}{{d}_{r}}left(2theta -frac{{d}_{r}}{2}right)}right)$。有趣的是,作者证明,连接每个未被gnb覆盖的移动节点所需的无人机的平均数量与孤立的移动节点的数量相当。作者通过证明当θ &lt;Dr /4,覆盖移动节点的比例趋于零。作者提供了关于“无人机车库”的位置的见解,这些游牧基础设施节点的所在地,以最大限度地减少“飞行到覆盖时间”。作者提供了一个快速的程序来选择将成为车库(和存储无人机)的继电器,以尽量减少车库的数量和尽量减少延迟。通过Matlab仿真验证了作者的分析结果。
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引用次数: 2
Communication, sensing, computing and energy harvesting in smart cities 智能城市的通信、传感、计算和能源收集
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-09-12 DOI: 10.1049/smc2.12041
Yusha Liu, Kun Yang

A smart city provides diverse services based on real-time data obtained from different devices deployed in urban areas. These devices are largely battery-powered and widely placed. Therefore, providing continuous energy to these devices and ensuring their efficient sensing and communications are critical for the wide deployment of smart cities. To achieve frequent and effective data exchange, advanced enabling information and communication technology (ICT) infrastructure is in urgent demand. An ideal network in future smart cities should be capable of sensing the physical environment and intelligently mapping the digital world. Therefore, in this paper, we propose design guidelines on how to integrate communications with sensing, computing and/or energy harvesting in the context of smart cities, aiming to offer research insights on developing integrated communications, sensing, computing and energy harvesting (ICSCE) for promoting the development ICT infrastructure in smart cities. To put these four pillars of smart cities together and to take advantage of ever-increasing artificial intelligence (AI) technologies, the authors propose a promising AI-enabled ICSCE architecture by leveraging the digital twin network. The proposed architecture models the physical deep neural network-aided ICSCE system in a virtual space, where offline training is performed by using the collected real-time data from the environment and physical devices.

智慧城市基于城市中部署的不同设备实时获取的数据,提供多样化的服务。这些设备主要由电池供电,并且被广泛放置。因此,为这些设备提供持续的能源并确保其高效的传感和通信对于智能城市的广泛部署至关重要。为了实现频繁和有效的数据交换,迫切需要先进的信息和通信技术基础设施。未来智慧城市的理想网络应该能够感知物理环境,并智能地映射数字世界。因此,在本文中,我们提出了在智慧城市背景下如何将通信与传感、计算和/或能量收集相结合的设计指南,旨在为发展集成通信、传感、计算和能量收集(ICSCE)提供研究见解,以促进智慧城市ICT基础设施的发展。为了将智慧城市的这四大支柱结合在一起,并利用不断增长的人工智能(AI)技术,作者通过利用数字孪生网络提出了一个有前途的人工智能支持的ICSCE架构。所提出的体系结构在虚拟空间中对物理深度神经网络辅助的ICSCE系统进行建模,在虚拟空间中,通过使用从环境和物理设备收集的实时数据进行离线训练。
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引用次数: 3
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