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Role of IoT in the Ages of Digital to Smart Cities: Security Challenges and Countermeasures 物联网在数字城市到智能城市时代的作用:安全挑战与对策
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300124
P. M. Rao, Saraswathi Pedada, Srinivas Jangirala, Ashok Kumar Das, Joel J. P. C. Rodrigues
Digital intelligence through information has contributed to the evolution of smart cities particularly in energy usage, human wellness, knowledge transfer, and urban development. Modern industrial, residential, transit, and commercial operations demand sustainable resource management and seamless communication. The sustainable environment has a network architecture to gather, store, and analyze the real-time data for effective decision-making. The Internet of Things (IoT) enables smart and sustainable environments by incorporating cutting-edge technologies to create smart, people-centric cities and industries. However, various security challenges and issues have raised from the ages of digital to smart cities. In this article, we present a systematic approach to depict the role of IoT in the ages. Various security challenges, real-time incidents, and countermeasures are discussed in this study to address the major difficulties of sustainable environments to highlight the potential visions of smart cities/industries.
通过信息实现的数字智能促进了智慧城市的发展,特别是在能源利用、人类健康、知识传播和城市发展方面。现代工业、住宅、交通和商业运营需要可持续的资源管理和无缝通信。可持续发展的环境需要一个网络架构来收集、存储和分析实时数据,以便做出有效决策。物联网(IoT)通过整合尖端技术,打造以人为本的智能城市和工业,从而实现智能和可持续环境。然而,从数字城市到智慧城市的发展过程中,出现了各种安全挑战和问题。在本文中,我们提出了一种系统的方法来描述物联网在各个时代的作用。本研究讨论了各种安全挑战、实时事件和对策,以解决可持续环境的主要困难,从而突出智能城市/行业的潜在愿景。
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引用次数: 0
Human-Sensing Platforms and Ethical Considerations Throughout Their Data Life-Cycles 人类传感平台及其数据生命周期中的伦理考虑因素
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300148
Sung Une Lee, Hye-Young Paik, S. Kanhere
Human-sensing platforms, encompassing digitized biometrics, activity sensing, and virtual human modeling, play a pivotal role in leveraging human-related data within the digital realm. With the swift progress of AI techniques, the promising opportunities brought about by these platforms are counterbalanced by the ethical challenges they pose. In considering these challenges, it is necessary to comprehend the characteristics of these platforms from data-centric viewpoints to understand their data management practices throughout their life-cycles. In this study, we first provide a comprehensive overview of various human-sensing platforms, highlighting the range of techniques utilized and the corresponding issues at each stage of the data lifecycle. Based on existing and emerging standards and frameworks on ethics in AI, we show the ethical issues and challenges in each phase in these data life-cycles. By providing this holistic perspective, our research contributes to the ongoing dialogue surrounding responsible data practices in the realm of human-sensing platforms.
人类传感平台包括数字化生物识别、活动传感和虚拟人类建模,在利用数字领域中与人类相关的数据方面发挥着举足轻重的作用。随着人工智能技术的迅猛发展,这些平台所带来的巨大机遇与它们所带来的伦理挑战相抵消。在考虑这些挑战时,有必要从以数据为中心的观点来理解这些平台的特点,从而了解它们在整个生命周期中的数据管理实践。在本研究中,我们首先全面概述了各种人类传感平台,重点介绍了在数据生命周期的每个阶段所使用的各种技术和相应的问题。基于现有和新兴的人工智能伦理标准和框架,我们展示了这些数据生命周期中每个阶段的伦理问题和挑战。通过提供这种整体视角,我们的研究有助于围绕人类传感平台领域负责任的数据实践展开持续对话。
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引用次数: 0
When LoRaWAN Meets CSMA: Trends, Challenges, and Opportunities 当 LoRaWAN 遇到 CSMA:趋势、挑战和机遇
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300026
Chenglong Shao, Osamu Muta
Long-Range Wide-Area Network (LoRaWAN) has been increasingly deployed to serve as the wireless networking platforms for various Internet-of-Things applications. However, an inherent drawback of LoRaWAN is that the signal transmissions of LoRaWAN end devices frequently collide with each other, which leads to data decoding failure. This is because LoRaWAN enables wireless channel access mainly based on the naive ALOHA protocol where each end device is allowed to transmit regardless of others' ongoing transmissions. In this context, the past few years have witnessed the prosperity of enhanced channel access protocol design for LoRaWAN. Particularly, carrier-sense multiple access (CSMA) has gained more attention recently since it enables channel access in a distributed manner without additional signaling overhead between LoRaWAN end devices and gateways. More importantly, implementing CSMA in LoRaWAN is a challenging and interesting problem since signals in LoRaWAN can traverse below the noise floor, making traditional carrier-sensing techniques fail to detect ongoing transmissions. By considering the necessity and importance of this topic, this article aims to provide a comprehensive and timely review of CSMA-based LoRaWAN for the first time. We start by analyzing the trends of existing LoRaWAN-oriented CSMA studies. As the key possible technique to enable CSMA in practical LoRaWAN, Channel Activity Detection (CAD) and its associated challenges are then deeply investigated with a real-world measurement study. Based on the limitations of CAD, we finally provide several research insights for CAD-based CSMA in LoRaWAN.
长距离广域网(LoRaWAN)已被越来越多地部署为各种物联网应用的无线网络平台。然而,LoRaWAN 的一个固有缺点是 LoRaWAN 终端设备的信号传输经常相互碰撞,导致数据解码失败。这是因为 LoRaWAN 主要基于天真的 ALOHA 协议实现无线信道接入,在该协议中,每个终端设备都可以进行传输,而不考虑其他终端设备正在进行的传输。在这种情况下,过去几年中,针对 LoRaWAN 的增强型信道接入协议设计蓬勃发展。特别是载波感知多路访问(CSMA),由于它能在 LoRaWAN 终端设备和网关之间实现分布式信道访问,而无需额外的信令开销,因此最近获得了更多关注。更重要的是,在 LoRaWAN 中实现 CSMA 是一个具有挑战性的有趣问题,因为 LoRaWAN 中的信号可能会穿过噪声底以下,从而使传统的载波感应技术无法检测到正在进行的传输。考虑到这一课题的必要性和重要性,本文旨在首次对基于 CSMA 的 LoRaWAN 进行全面而及时的综述。我们首先分析了现有的面向 LoRaWAN 的 CSMA 研究趋势。作为在实际 LoRaWAN 中实现 CSMA 的关键技术,信道活动检测(CAD)及其相关挑战将通过实际测量研究得到深入探讨。基于 CAD 的局限性,我们最终为 LoRaWAN 中基于 CAD 的 CSMA 提供了一些研究启示。
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引用次数: 0
Blockchain-Envisioned Onion Routing Framework for Internet of Vehicles Communication toward 6G 区块链设想的面向 6G 的车联网通信洋葱路由框架
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300156
N. Jadav, Anuja R. Nair, Rajesh Gupta, S. Tanwar, Abdulatif Alabdulatif, Ravi Sharma
The advent of the Internet of things (IoT) guided the rapid transformation of traditional vehicle ad-hoc networks (VANETs) into the Internet of vehicles (IoVs). It started with a sharp rise in the number of vehicles, leading to mass data exchange between vehicles and infrastructure and computational tasks on these vehicles. Emergent issues such as active road safety, traffic monitoring, and efficiency are significant concerns in IoV. Hence, achieving anonymity and the security and privacy of the vehicles involved in IoV is still under work. A vital issue is the issue of latency and reliability in IoV for exchanging a mass amount of sensitive information. Given this background, we proposed ToR-IoV, a blockchain and onion routing-based secure IoV communication framework underlying the 6G network. Our proposed framework permits the IoV hashed data to get encapsulated in multiple layers of encryption, and a verifying token (VT) and time to live (TTL) has been assigned to each IoV to authenticate and validate the network attacks on OR. Also, the interplanetary file system (IPFS) constructs the ToR-IoV system cost-effective. Finally, we have demonstrated performance evaluation of ToR-IoV on different parameters such as encryption-decryption time, scalability with IPFS, and latency with 6G.
物联网(IoT)的出现引导传统的车载 ad-hoc 网络(VANET)迅速转变为车载互联网(IoV)。它始于车辆数量的急剧增加,导致车辆与基础设施之间的大量数据交换以及这些车辆上的计算任务。主动道路安全、交通监控和效率等新出现的问题是 IoV 的重要关注点。因此,实现物联网中车辆的匿名性、安全性和隐私性仍在努力之中。一个至关重要的问题是物联网中交换大量敏感信息的延迟和可靠性问题。在此背景下,我们提出了基于区块链和洋葱路由的安全物联网通信框架 ToR-IoV,它是 6G 网络的基础。我们提出的框架允许 IoV 哈希数据经过多层加密封装,并为每个 IoV 分配了验证令牌(VT)和生存时间(TTL),以验证和确认对 OR 的网络攻击。此外,星际文件系统(IPFS)构建了具有成本效益的 ToR-IoV 系统。最后,我们展示了 ToR-IoV 在加密-解密时间、IPFS 的可扩展性和 6G 延迟等不同参数上的性能评估。
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引用次数: 0
Multiple Access Schemes for 6G Enabled NTN-Assisted IoT Technologies: Recent Developments, Prospects and Challenges 支持 6G 的 NTN 辅助物联网技术的多重接入方案:最新发展、前景和挑战
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300234
A. F. M. Shahen Shah, Muhammet Ali Karabulut, Khaled Rabie
The transition from 5G to 6G will result in an explosion of Internet of Things (IoT) devices that provide pervasive and constant connection across all spheres of human activities. In this regard, non-terrestrial networks (NTNs) will play a crucial role in supporting and supplementing terrestrial systems in order to cope with such a vast number of IoT devices and to fulfill the massive capacity needs of the most sophisticated of them. This study investigates the implication of several multiple access techniques for 6G enabled NTN-assisted IoT technologies. First, general architecture of NTN, NTN-assisted IoT technologies, and key features and challenges of NTNs are presented. Then, different types of multiple access schemes are discussed and compared in the context of NTN-assisted IoT systems. Simulation results are presented and important performance parameters such as energy efficiency and spectrum efficiency are examined for the discussed multiple access schemes. Furthermore, challenges and future research directions are discussed.
从 5G 到 6G 的过渡将导致物联网(IoT)设备的爆炸式增长,从而为人类活动的各个领域提供无处不在的持续连接。在这方面,非地面网络(NTN)将在支持和补充地面系统方面发挥关键作用,以应对如此大量的物联网设备,并满足其中最复杂设备的巨大容量需求。本研究探讨了几种多重接入技术对支持 6G 的 NTN 辅助物联网技术的影响。首先,介绍了 NTN 的总体架构、NTN 辅助物联网技术以及 NTN 的主要特点和挑战。然后,在 NTN 辅助物联网系统的背景下讨论并比较了不同类型的多重接入方案。介绍了仿真结果,并检查了所讨论的多重接入方案的重要性能参数,如能效和频谱效率。此外,还讨论了面临的挑战和未来的研究方向。
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引用次数: 0
Informed Consent in IoT Environments: Challenges and a Futuristic Incentives-Based Model 物联网环境中的知情同意:挑战与基于激励机制的未来模式
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300060
A. Eliyan, S. N. K. Marwat, Junaid Qadir, Ala I. Al-Fuqaha
The ubiquitous deployment of IoT devices has enabled the collection of large amounts of data, which can be used to infer intimate information about user behavior and preferences. However, this potential for data collection raises concerns about user privacy. Obtaining informed consent from users can build trust and enable data gathering for socially beneficial purposes, leading to the development of new services and capabilities for research in various fields, including those involving human subjects. However, this promise cannot be realized as long as apprehensions regarding the discretion of confidential data are satisfied among the masses. In an attempt to secure the confidence of users, the notion of informed consent is taken to new echelons in this article. A model for incentivizing the notion of informed consent in the context of IoT is presented in this work, where the aspiration is to persuade users into accepting the disclosure of information in return for tangible as well as intangible incentives. This results in developing a trust-based relationship with users and can prove to be the next step towards revealing the full spectrum of the IoT wonders.
无处不在的物联网设备使大量数据得以收集,这些数据可用来推断有关用户行为和偏好的隐私信息。然而,这种数据收集的潜力引发了对用户隐私的担忧。获得用户的知情同意可以建立信任,并使数据收集用于有益于社会的目的,从而开发新的服务和能力,用于各领域的研究,包括涉及人类主体的研究。然而,只要大众还对机密数据的自由裁量权心存疑虑,这一承诺就无法实现。为了确保用户的信心,本文将知情同意的概念提升到新的高度。本文提出了一个在物联网背景下激励知情同意概念的模型,其目的是说服用户接受信息披露,以换取有形和无形的激励。这样做的结果是与用户建立一种基于信任的关系,并可证明这是揭示物联网奇观全貌的下一步。
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引用次数: 0
Cover 4 封面 4
Pub Date : 2024-01-01 DOI: 10.1109/miot.2024.10397593
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引用次数: 0
Comsoc Training Comsoc 培训
Pub Date : 2024-01-01 DOI: 10.1109/miot.2024.10397591
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引用次数: 0
IoT-AI/Machine Learning Experimental Testbeds: The Missing Piece 物联网-人工智能/机器学习实验测试平台:缺失的部分
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300139
Nordine Quadar, Mohamed Rahouti, Moussa Ayyash, S. Jagatheesaperumal, Abdellah Chehri
The Internet of Things (IoT) has emerged as an Internet-based extension and considerably changed our daily life. The integration of artificial intelligence (AI) and machine learning (ML) into IoT networks has the potential to enable automated responses and improved decision-making capabilities. Nonetheless, administering large IoT networks for experimental purposes is essential for addressing the practical and research implications of diverse AI/ML applications. One of the significant challenges researchers face is the scarcity of testbeds that support IoT and AI/ML. Although there are many testbeds for either IoT or AI/ML, few incorporate both technologies. This creates a significant gap in the research community, as there is a strong need for a testbed that can mimic real-world IoT scenarios while also having ML algorithms capabilities. In order to tackle this challenge, we put forth a comprehensive testbed architecture that combines the IoT and AI/ML. This architecture facilitates the simulation of authentic IoT scenarios, empowering researchers to leverage the ML capability to develop and enhance novel algorithms and applications.
物联网(IoT)是基于互联网的延伸,它的出现极大地改变了我们的日常生活。将人工智能(AI)和机器学习(ML)集成到物联网网络中,有可能实现自动响应并提高决策能力。然而,为了解决人工智能/ML 应用的实际和研究问题,管理大型物联网网络进行实验是必不可少的。研究人员面临的重大挑战之一是支持物联网和人工智能/移动语言的测试平台稀缺。虽然有很多物联网或人工智能/ML 的测试平台,但很少有同时包含这两种技术的。这给研究界带来了巨大的空白,因为我们亟需一个既能模拟真实世界物联网场景,又具备人工智能算法功能的测试平台。为了应对这一挑战,我们提出了一种结合物联网和人工智能/ML 的综合测试平台架构。该架构有助于模拟真实的物联网场景,使研究人员能够利用 ML 能力来开发和增强新型算法和应用。
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引用次数: 0
Non-Terrestrial Networks: An Overview of 3GPP Release 17 & 18 非地面网络:3GPP 第 17 和 18 版概述
Pub Date : 2024-01-01 DOI: 10.1109/IOTM.001.2300154
M. Saad, M. Tariq, Muhammad Toaha Raza Khan, Dongkyun Kim
This article provides an overview of technological advancements in Non-Terrestrial Networks (NTN) from the perspective of the 3rd Generation Partnership Project (3GPP). With the introduction of 3GPP Release 17 & 18, there has been a significant emphasis on integrating satellite access networks into terrestrial networks. This integration necessitates a holistic design approach that spans multiple areas, including the Radio Access Network (RAN) to services and system aspects to core, and terminals. The article provides insights and implications of incorporating satellite access networks as a new 3GPP RAN and as a backhaul solution. We explore the impact of this integration on network architecture and performance, considering factors such as coverage, capacity, and latency. The article also highlights the key issues in 3GPP Release 18 and outlines the prospective potential solutions in the context of NTN to support 5G and beyond integrated architecture. Additionally, the article discusses the enhancements made in 3GPP Release 18 to support 5G and beyond in the context of Uncrewed Aerial Vehicles (UAVs).
本文从第三代合作伙伴计划(3GPP)的角度概述了非地面网络(NTN)的技术进步。随着 3GPP 第 17 版和第 18 版的推出,卫星接入网络与地面网络的整合受到了极大重视。这种整合需要一种跨越多个领域的整体设计方法,包括无线接入网(RAN)、服务和系统方面、核心网和终端。文章深入探讨了将卫星接入网络作为新的 3GPP RAN 和回程解决方案的意义。考虑到覆盖范围、容量和延迟等因素,我们探讨了这种整合对网络架构和性能的影响。文章还强调了 3GPP Release 18 中的关键问题,并概述了在 NTN 背景下支持 5G 及以上集成架构的潜在解决方案。此外,文章还讨论了 3GPP Release 18 在无人驾驶飞行器 (UAV) 的背景下为支持 5G 及以后的发展所做的改进。
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引用次数: 0
期刊
IEEE Internet of Things Magazine
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