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Design of College Students' physical health monitoring APP based on sports health big data 基于运动健康大数据的大学生体质健康监测APP设计
IF 0.9 Q4 TELECOMMUNICATIONS Pub Date : 2023-05-03 DOI: 10.1002/itl2.432
Xiaoni Zhang, Ran Li, Yunwei Li, Yunsheng Wang, Feilong Wu

At present, the living habits of college students are relatively poor, and the amount of exercise is reduced, leading to their physical fitness getting worse and worse. Therefore, people began to study the physical health monitoring of college students. Machine learning and high-performance computing in medical applications provide technical support for intelligent medical technology. With the rapid development of computer network, human beings have entered the information and digital era, and sports health big data has become more and more popular. The combination of sports health big data and student physical health monitoring technology, in a sense, can realize automatic data processing through intelligent medical and sports health database and other information technologies, thus promoting the popularization of health monitoring technology. However, the current health monitoring equipment has many problems, such as complex collection, low accuracy and limited processing of health data. To solve this problem, this paper developed an Application (APP) based on sports health big data technology that can monitor multiple vital signs such as human heart rate and body temperature, and analyze the physical health of college students, so that college students can easily understand their health status in daily life, so as to promote the healthy development of students' physique and encourage them to actively participate in physical exercise. The experiment proved that, in the heart rate monitoring, when the speed is 6 km/h, the error rate of the college students' physical health monitoring APP designed in this paper is 8.15%. The average accuracy rate of student steps monitoring is 97.12%. This showed the accuracy and availability of the APP's monitoring function for human vital signs. It has certain application value and significance to help students improve their physical quality.

目前,大学生的生活习惯相对较差,运动量减少,导致体质越来越差。因此,人们开始研究大学生体质健康监测。机器学习和高性能计算在医疗领域的应用为智能医疗技术提供了技术支持。随着计算机网络的飞速发展,人类进入了信息化、数字化时代,运动健康大数据也越来越受到人们的青睐。体育健康大数据与学生体质健康监测技术的结合,从某种意义上讲,可以通过智能医疗、体育健康数据库等信息技术实现数据的自动处理,从而推动健康监测技术的普及。然而,目前的健康监测设备存在采集复杂、准确率低、健康数据处理受限等诸多问题。为解决这一问题,本文开发了一款基于运动健康大数据技术的应用程序(APP),可以监测人体心率、体温等多种生命体征,分析大学生的体质健康状况,使大学生在日常生活中可以方便地了解自己的健康状况,从而促进学生体质的健康发展,鼓励学生积极参加体育锻炼。实验证明,在心率监测中,当速度为 6 km/h 时,本文设计的大学生体质健康监测 APP 的误差率为 8.15%。学生步数监测的平均准确率为 97.12%。这表明该APP对人体生命体征监测功能的准确性和可用性。对于帮助大学生提高身体素质具有一定的应用价值和意义。
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引用次数: 0
Blockchain technology-based medical information sharing management 基于区块链技术的医疗信息共享管理
IF 0.9 Q4 TELECOMMUNICATIONS Pub Date : 2023-04-18 DOI: 10.1002/itl2.429
Kai Zhou, Huiyan Zhou, Weibin Zhao

This paper introduces the application of blockchain technology in the field of IoT medical information, proposes a secure and trustworthy framework for storing and sharing medical information based on blockchain, containing functions such as tamper-proof storage of IoT medical data, desensitization processing of sensitive information and sharing of medical information security, and predicts the future market state transfer and the construction time of the model framework from the perspective of economics.

本文介绍了区块链技术在物联网医疗信息领域的应用,提出了基于区块链的医疗信息存储与共享的安全可信框架,包含物联网医疗数据防篡改存储、敏感信息脱敏处理、医疗信息安全共享等功能,并从经济学角度预测了未来市场状态转移和模型框架的构建时间。
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引用次数: 0
Video‐based fast image set classification for IoT monitoring system 基于视频的物联网监控系统快速图像集分类
Q4 TELECOMMUNICATIONS Pub Date : 2023-04-18 DOI: 10.1002/itl2.430
Xizhan Gao, Yongkang Liu
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引用次数: 0
Energy-efficient resource allocation and passive beamforming design for multiuser IRS-aided OFDM SWIPT 多用户IRS辅助OFDM SWIPT的节能资源分配和无源波束形成设计
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-29 DOI: 10.1002/itl2.428
Xin Liu, Yuting Guo

This letter studies an OFDM based intelligent reflecting surface (IRS)-aided multiuser simultaneous wireless information and power transfer (SWIPT) system. With subcarrier allocation, users use the assigned subcarriers for information decoding (ID), and use signals received on subcarriers allocated to other users for energy harvesting (EH). An optimization problem is formulated to maximize the system energy efficiency by jointly optimizing subcarrier and power allocation and IRS reflection coefficients matrix. It can be solved by an alternating optimization algorithm. Simulation results reveal that energy efficiency can be enhanced in our proposed scheme compared with the benchmark schemes.

本文研究了一种基于OFDM的智能反射面(IRS)辅助多用户同时无线信息和功率传输(SWIPT)系统。通过子载波分配,用户使用分配的子载波进行信息解码(ID),并使用在分配给其他用户的子载波上接收的信号进行能量收集(EH)。提出了一个优化问题,通过联合优化子载波和功率分配以及IRS反射系数矩阵来最大化系统能量效率。它可以通过交替优化算法来解决。仿真结果表明,与基准方案相比,我们提出的方案可以提高能源效率。
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引用次数: 0
Facial Expression Generation Based on Variational AutoEncoder Network and Cloud Computing 基于变分自编码器网络和云计算的面部表情生成
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-23 DOI: 10.1002/itl2.427
Zhibao Liu
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引用次数: 0
Distributed Caching Strategy for Hot News Propagation Based on Data Engineering Processing 基于数据工程处理的热点新闻传播分布式缓存策略
Q4 TELECOMMUNICATIONS Pub Date : 2023-03-17 DOI: 10.1002/itl2.426
Lanlan Duan
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引用次数: 0
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
期刊
Internet Technology Letters
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