2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN)最新文献_第2页

Traffic Characterization to Provide Trust for Internet of Things Devices 流量表征为物联网设备提供信任

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10200899

E. Macedo, L. D. Moraes

{"title":"Traffic Characterization to Provide Trust for Internet of Things Devices","authors":"E. Macedo, L. D. Moraes","doi":"10.1109/ICUFN57995.2023.10200899","DOIUrl":"https://doi.org/10.1109/ICUFN57995.2023.10200899","url":null,"abstract":"The Internet of Things (IoT) is paving the way for the development of Cyber-Physical Systems (CPS), the next step of the Internet evolution, which will allow the development of several new systems and applications. Likewise, urged by the adoption of 5G and Beyond networks, the massive, ubiquitous spread of interconnected IoT devices has increasingly exposed the vulnerability of data and related applications in an unprecedented way. If the security of any component in such systems gets compromised, affecting its trust with respect to others, an associated data leak may cause serious threats to privacy, material losses, and even put people’s lives at risk. In this paper, we present IoT devices’ traffic characterization to provide trust values to enable secure communications among such devices. We develop experiments using a real IoT dataset to demonstrate the feasibility and the effectiveness of our proposal. Considering that complementary features between blockchain technology and information theory triggers a great potential for research and innovation, the key idea of the contribution consists in modeling trust using a two-level approach, which is based on a distributed-ledger (at the high level), and a relative entropy measure (at the low level). The results show the feasibility of our approach.","PeriodicalId":341881,"journal":{"name":"2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128590377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Design and implementation of autonomous collaboration service between IoT using distributed platform 基于分布式平台的物联网自主协作服务的设计与实现

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10200512

Chang-Su Lee, J. Um, Mi-Hyang Jeon

引用次数: 1

A Solar Tracking System Using Feedback Controller and State Estimation Filter 基于反馈控制器和状态估计滤波器的太阳能跟踪系统

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10200874

Su Yeol Kim, P. Kim

引用次数: 1

Indoor Scene Recognition Using ARM-based MobileNets Architectures 基于arm的MobileNets架构的室内场景识别

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10199386

W. Mao, Sung-Hua Chen, Yu-Tang Huang, Yao-Teng Yang, Po-Heng Chou

引用次数: 1

Broadcasting in chains of rings 环环相扣的广播

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10201234

Hovhannes A. Harutyunyan, Narek A. Hovhannisyan, Edward Maraachlian

引用次数: 2

Recurrence Plot based Person Identification with ECG using CNN model 基于递归图的心电人物识别

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10199670

Y. Jeon, C. Lee, Soon Ju Kang

引用次数: 0

Cloud Native Architecture Of Network Quality Characteristic Analysis System In Wired and Wireless Convergence Network 有线无线融合网络中网络质量特征分析系统的云原生架构

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10199426

Hyun-Soon Nam, Jin-Kyu Choi, Jong-Kook Lee, Hea-Sook Park

{"title":"Cloud Native Architecture Of Network Quality Characteristic Analysis System In Wired and Wireless Convergence Network","authors":"Hyun-Soon Nam, Jin-Kyu Choi, Jong-Kook Lee, Hea-Sook Park","doi":"10.1109/ICUFN57995.2023.10199426","DOIUrl":"https://doi.org/10.1109/ICUFN57995.2023.10199426","url":null,"abstract":"Recently, according as most services have recently transitioned to supporting mobile service and existing services have been made it easier to access, there have been researches about using effectively wireless resources and increasing service processing speed. And research about network analysis technology becomes as a key area to configure and place complex and flexible network elements efficiently, and to include dynamically allocating and deallocating network resources to support quality of service for each service with service awareness.In this paper, in order to measure the performance data and quality data of each segment of the network in a wired and wireless convergence network, we describe architecture of the analysis system that manage divided into multiple segment according to characteristics and zone, and that integrate and analyze network various network quality characteristics, and that provides function to analyze network performance data using AI and function to optimize network resource management using the analysis results.","PeriodicalId":341881,"journal":{"name":"2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124011059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Low-complexity Anomaly Detection Method based on Feature Importance using Shapley Value 基于Shapley值特征重要度的低复杂度异常检测方法

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10200885

Joohong Rheey, Hyunggon Park

引用次数: 1

Optimal Adaptation of 3D Beamformers in UAV Networks 无人机网络中三维波束形成器的最优自适应

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10199842

Kasun Prabhath, S. Jayaweera

{"title":"Optimal Adaptation of 3D Beamformers in UAV Networks","authors":"Kasun Prabhath, S. Jayaweera","doi":"10.1109/ICUFN57995.2023.10199842","DOIUrl":"https://doi.org/10.1109/ICUFN57995.2023.10199842","url":null,"abstract":"The optimal beamformer weight update timing is derived for 3D beamforming between Unmanned Aerial Vehicles (UAVs). The use of optimal update period $(triangle t^{*})$ ensures that beamforming gain $(G_{tx})$ drops below a required threshold least frequently. When the exact flight path of the UAV receiver (UAV-RX) is available, the proposed optimization problem calculates optimal $triangle t^{*}$ exactly. It is shown that when the antenna aperture is fixed, the optimal $triangle t^{*}$ monotonically decreases as the operating frequency increases. As a result, the beamformer needs to be updated more often when using higher frequencies. However, it is shown that the fractional overhead relative to the large bandwidths available in mmWave spectrum can still be lower, justifying the use of mmWave frequencies in UAV-to-UAV communications. When exact flight path knowledge is not available, the proposed algorithm incorporates UAV-RX location predictions to update the beamforming weights in a timely manner. The proposed method was simulated in a UAV communication system and the performance of the system is analyzed in terms of the UAV-RX location prediction error. The findings indicate that when there are location prediction errors, incorporating a gain margin to the minimum gain threshold further enhances the algorithm’s performance by approximately 10-20%.","PeriodicalId":341881,"journal":{"name":"2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126233315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

DNN-based CSI-RS Port Virtualization Matrix Design in Massive MIMO System 大规模MIMO系统中基于dnn的CSI-RS端口虚拟化矩阵设计

2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN) Pub Date : 2023-07-04 DOI: 10.1109/ICUFN57995.2023.10200612

Dongheon Lee, Seongyeop Joung, Sooyong Choi

引用次数: 1