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Research on Motor Fault Recognition based on Multi‐Sensor Fusion 基于多传感器融合的电机故障识别研究
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-16 DOI: 10.1002/itl2.425
Peijia Liu
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引用次数: 0
Coverage performance of nonlinear energy harvesting based wireless sensor networks for the healthcare in hospitals 基于非线性能量采集的无线传感器网络在医院医疗保健中的覆盖性能
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-14 DOI: 10.1002/itl2.424
Jianing Li, Qiankun Zhang, Chao Zhai

Wireless sensors are important nowadays to collect real-time data in hospital wards. Small sensors can be deployed either on/in patients' bodies or at fixed locations in wards. We propose an autonomous wireless system, where sensors can harvest energy from radio frequency signals, monitor and transmit data using the harvested energy. By properly modeling energy statuses and stochastic distributions of sensors, we analyze the coverage performance using Campbell's theorem, probability generating functional (PGFL), and Gil-Pelaez inversion theorem. The nonlinear energy harvesting model and the general Nakagami-m fading channels are considered in the analysis. Numerical results show that the coverage performance degrades when sensors are distributed more densely, the energy and data links are prolonged, or the transmission rate gets larger, while it improves when higher power is used for the energy transfer, or the energy and data links undergo lighter fading. Our proposed scheme can well facilitate the long-time monitoring tasks in hospital wards, which can greatly alleviate the burdens of medical staff.

如今,无线传感器在医院病房中收集实时数据非常重要。小型传感器可以部署在患者身上/体内,也可以部署在病房的固定位置。我们提出了一种自主无线系统,传感器可以从射频信号中获取能量,使用获取的能量监测和传输数据。通过适当地建模传感器的能量状态和随机分布,我们使用坎贝尔定理、概率生成函数(PGFL)和Gil-Pelaez反演定理分析了覆盖性能。分析中考虑了非线性能量捕获模型和一般的Nakagami-m衰落信道。数值结果表明,当传感器分布更密集、能量和数据链路延长或传输速率变大时,覆盖性能会下降,而当能量传输使用更高的功率或能量和数据链经历更轻的衰落时,覆盖率会提高。我们提出的方案可以很好地方便医院病房的长期监测任务,大大减轻医务人员的负担。
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引用次数: 0
Retraction: Mingling Wang, Multi-data multiple gray clustering analysis based on layered mining for ubiquitous clouds and social internet of things. J Internet Technol Lett. 2020 收回:王明玲,基于分层挖掘的泛在云和社交物联网多数据多灰度聚类分析。互联网技术通讯J。2020
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-10 DOI: 10.1002/itl2.421

The above article, first published online on October 23, 2020 Wiley Online Library (https://onlinelibrary.wiley.com/doi/full/10.1002/itl2.252) has been retracted by agreement between the journal Editor-in-Chief, Luigi Alfredo Grieco, Department of Electrical and Information Engineering (DEI) Politecnico di Bari, Bari, Italy and Wiley Periodicals, LLC. The retraction has been agreed due to pertinent evidence indicating that the peer review process of this paper was compromised. The accepted letter has gone through an additional evaluation by scientific experts who judge that the quality of those contributions was not in line with the standards of the ITL journal. The editorial office did not receive a response from the authors, and so requested underlying experimental data was not available for evaluation. Accordingly, the editors consider the conclusions of this manuscript invalid.

上述文章于2020年10月23日首次在线发布,威利在线图书馆(https://onlinelibrary.wiley.com/doi/full/10.1002/itl2.252)经期刊主编Luigi Alfredo Grieco,意大利巴里理工大学电气与信息工程系(DEI)和Wiley Periodicals,LLC同意撤回,因为有相关证据表明本文的同行评审过程受到了损害。科学专家对这封被接受的信进行了进一步评估,认为这些贡献的质量不符合国际交易日志的标准。编辑部没有收到作者的回复,因此无法获得所需的基本实验数据进行评估。因此,编辑们认为这份手稿的结论是无效的。
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引用次数: 0
Optimal 3D trajectory design for UAV-assisted cellular communications in the post-disaster scenarios 灾后场景中无人机辅助蜂窝通信的最优三维轨迹设计
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-09 DOI: 10.1002/itl2.423
Deepak GC, Christos Politis

Unmanned aerial vehicle (UAV) assisted wireless communication has been recently proposed as an effective solution to provide wireless connectivity to ground users which can improve the network coverage area and spectral efficiency. In this paper, we consider the post-disaster network scenario where users are isolated from the network infrastructure. We investigate the best positioning of the UAV in terms of the optimal trajectory as well as UAV vertical location to cover as many ground users as possible to improve the spectral efficiency. When the trajectory is optimized, the optimal transmit power within the available power budget is then obtained. The simulation results demonstrate that the proposed UAV-enabled wireless communication technique improves the overall spectral and energy efficiency.

最近,无人机辅助无线通信被认为是向地面用户提供无线连接的有效解决方案,可以提高网络覆盖面积和频谱效率。在本文中,我们考虑灾后网络场景,其中用户与网络基础设施隔离。我们研究了无人机在最佳轨迹和无人机垂直位置方面的最佳定位,以覆盖尽可能多的地面用户,从而提高频谱效率。当轨迹被优化时,然后获得可用功率预算内的最佳发射功率。仿真结果表明,所提出的无人机无线通信技术提高了整体频谱和能源效率。
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引用次数: 0
Migration of VNF instances for service continuity 迁移VNF实例以实现服务连续性
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-05 DOI: 10.1002/itl2.422
Nazli Siasi, Mohammed A. Jasim

Fog computing computes and stores data locally based upon distributed architectures that extend cloud to the edge of the network. This enables fog paradigms to be suitable for delay-sensitive applications that demand various network functions (NFs). These NFs here are provided using network function virtualization (NFV) to allow elastic NF deployment on the fog nodes, that is, virtual network functions (VNFs). Now a major challenge for NFV-based fog architectures is the limited resources, which vulnerate them to premature saturation and load imbalance. Hence resource management schemes are necessary for fog networks, in particular load migration and redistribution. Along this, an efficient migration scheme is proposed here using the coordinated generalized pattern search (CGPS) heuristic method. The scheme migrates excess load from heavily-loaded (HL) nodes to lightly-loaded (LL) nodes in proximity. The scheme adopts two criteria, termed as exclusive and common use of VNF instances. Results show that the proposed scheme achieves high migration success at reduced delays, as well as alleviating resources with low migration frequency.

雾计算基于将云扩展到网络边缘的分布式架构来本地计算和存储数据。这使得雾范例适用于需要各种网络功能(NF)的延迟敏感应用程序。这里使用网络功能虚拟化(NFV)来提供这些NF,以允许在雾节点上进行弹性NF部署,即虚拟网络功能(VNF)。现在,基于NFV的雾架构面临的一个主要挑战是资源有限,这会使它们过早饱和和负载失衡。因此,资源管理方案对于雾网络是必要的,特别是负载迁移和再分配。在此基础上,利用协调广义模式搜索(CGPS)启发式方法,提出了一种有效的迁移方案。该方案将过量负载从重负载(HL)节点迁移到附近的轻负载(LL)节点。该方案采用了两个标准,称为VNF实例的独占和通用。结果表明,该方案在减少延迟的情况下实现了高迁移成功率,并在低迁移频率的情况下减少了资源。
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引用次数: 0
Ideological and Political Education System based on Emotion Analysis in Large‐scale Online Education 基于情感分析的大型网络教育思想政治教育系统
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-01 DOI: 10.1002/itl2.420
Dongpeng Li, Shaohua Luo
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引用次数: 1
Song Recognition and Analysis Method Based on Data Engineering and Low‐Cost Microphone Sensor 基于数据工程和低成本麦克风传感器的歌曲识别与分析方法
Q4 TELECOMMUNICATIONS Pub Date : 2023-02-23 DOI: 10.1002/itl2.419
P. Li, Lingshuang Wei
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引用次数: 0
Privacy-preserving scheme of distributed sensor networks with dynamic code 带动态代码的分布式传感器网络隐私保护方案
Q4 TELECOMMUNICATIONS Pub Date : 2023-02-21 DOI: 10.1002/itl2.414
Peipei Chen, Yun Liu, Wen Yang

In this letter, we consider the privacy-preserving strategy of the distributed state estimator over wireless sensor networks. Aiming at an eavesdropper who can intercept the data transmitted on the communication channel, we design a simple preserving scheme to encode the transmitted data by using system dynamics and history estimates. To analyze the privacy-preserving performance, we use the gap between the values deciphered by the eavesdropper and decoded by the sensor as the privacy index to evaluate the degree of robust privacy protection. Finally, we provide some simulations to illustrate the effectiveness of the proposed preserving schemes.

在这封信中,我们考虑了无线传感器网络上分布式状态估计器的隐私保护策略。针对窃听者可以截获通信信道上传输的数据,我们设计了一种简单的保护方案,利用系统动力学和历史估计对传输的数据进行编码。为了分析隐私保护性能,我们使用窃听者解密值与传感器解密值之间的差距作为隐私指数,来评估稳健隐私保护的程度。最后,我们通过一些模拟来说明所提出的保护方案的有效性。
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引用次数: 0
Smart Education & Healthcare: Deep learning-based Cross-Domain English data translation for Real-Time Mobile healthcare 智能教育与医疗保健:基于深度学习的实时移动医疗跨域英语数据翻译
IF 0.9 Q4 TELECOMMUNICATIONS Pub Date : 2023-02-18 DOI: 10.1002/itl2.418
Xinli Zhang

Internet technology and smart medical equipment have been rapidly developed and widely popularized. Telemedicine can improve the efficiency of patients' medical treatment and can facilitate patients to receive doctor's diagnosis and treatment, which saves medical resources and facilitate the monitoring of patients suffering from geriatric diseases and chronic diseases. In this work, we adopt the deep learning model to form a medical-oriented English translation mechanism, based on which we can improve diagnostic efficiency and promote the development of smart telemedicine systems. We combine the recurrent neural network and attention mechanism to design an English translation model, which can solve the language barrier in the cross-domain medical diagnosis process and improve the diagnosis efficiency. Specifically, first, we design a RNN translation model based on the encoder-decoder structure. Second, we incorporate an attention mechanism into the designed translation model to improve the translation performance of the model. The experimental results show that the proposed mechanism is efficient.

互联网技术和智能医疗设备得到了快速发展和广泛普及。远程医疗可以提高患者的就医效率,方便患者接受医生的诊断和治疗,节约医疗资源,方便对老年病、慢性病患者的监护。在这项工作中,我们采用深度学习模型形成面向医疗的英语翻译机制,在此基础上提高诊断效率,促进智能远程医疗系统的发展。我们结合递归神经网络和注意力机制设计了一种英语翻译模型,可以解决跨域医疗诊断过程中的语言障碍,提高诊断效率。具体来说,首先,我们设计了基于编码器-解码器结构的 RNN 翻译模型。其次,在设计的翻译模型中加入注意力机制,以提高模型的翻译性能。实验结果表明,所提出的机制是高效的。
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引用次数: 0
Online Facial Expression Recognition based on Graph Convolution and Long Short Memory Networks 基于图卷积和长短时记忆网络的在线面部表情识别
Q4 TELECOMMUNICATIONS Pub Date : 2023-02-16 DOI: 10.1002/itl2.415
Chujie Xu, Wenjie Zheng, Yong Du, Tiejun Li, Zhansheng Yuan
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引用次数: 0
期刊
Internet Technology Letters
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