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ADS-B Reception Error Correction Based on the LSTM Neural-Network Model 基于LSTM神经网络模型的ADS-B接收纠错
J. H. Markani, Syed Ibtehaj Raza Rizvi, A. Amrhar, Jean-Marc Gagné, René Juuur. Landry
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引用次数: 0
Design and Simulation of an Audio Signal Alerting and Automatic Control System 音频信号报警与自动控制系统的设计与仿真
Winfred Adjardjah, John Awuah Addor, Wisdom Opare, Isaac Mensah Ayipeh
A large part of our daily lives is spent with audio information. Massive obstacles are frequently presented by the colossal amounts of acoustic information and the incredibly quick processing times. This results in the need for applications and methodologies that are capable of automatically analyzing these contents. These technologies can be applied in automatic contentanalysis and emergency response systems. Breaks in manual communication usually occur in emergencies leading to accidents and equipment damage. The audio signal does a good job by sending a signal underground, which warrants action from an emergency management team at the surface. This paper, therefore, seeks to design and simulate an audio signal alerting and automatic control system using Unity Pro XL to substitute manual communication of emergencies and manual control of equipment. Sound data were trained using the neural network technique of machine learning. The metrics used are Fast Fourier transform magnitude, zero crossing rate, root mean square, and percentage error. Sounds were detected with an error of approximately 17%; thus, the system can detect sounds with an accuracy of 83%. With more data training, the system can detect sounds with minimal or no error. The paper, therefore, has critical policy implications about communication, safety, and health for underground mine.
我们日常生活的很大一部分都是与音频信息一起度过的。大量的声学信息和令人难以置信的快速处理时间经常出现巨大的障碍。这就需要能够自动分析这些内容的应用程序和方法。这些技术可以应用于自动内容分析和应急响应系统。人工通信中断通常发生在紧急情况下,导致事故和设备损坏。音频信号很好地向地下发送了信号,这就需要地面应急管理小组采取行动。因此,本文试图利用Unity Pro XL设计并仿真一个音频信号报警和自动控制系统,以替代紧急情况的人工通信和设备的人工控制。使用机器学习的神经网络技术对声音数据进行训练。使用的指标是快速傅里叶变换幅度,零交叉率,均方根和百分比误差。声音检测的误差约为17%;因此,该系统可以以83%的准确率检测声音。通过更多的数据训练,系统可以以最小的错误或没有错误检测声音。因此,本文对地下矿山的通信、安全和健康具有重要的政策意义。
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引用次数: 0
Analyses of Virtual MIMO Multi-User System Performance with Linear Precoding Schemes Using Indoor Measurements at 5 GHz 基于5ghz室内测量的线性预编码虚拟MIMO多用户系统性能分析
B. M. Coulibaly
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引用次数: 0
A Meta-Learning Approach for Aircraft Trajectory Prediction 飞机轨迹预测的元学习方法
Syed Ibtehaj Raza Rizvi, J. H. Markani, René Juuur. Landry
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引用次数: 0
A Cooperative Cognitive Radio Spectrum Sensing Based on Correlation Sum Method with Linear Equalization 基于线性均衡相关和方法的协同认知无线电频谱感知
E. Gemeay, A. Lebda
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引用次数: 1
Impact of Heat Treatments and Hole Density (p) on the Structural, Electrical, and Superconducting Properties of LnSrBaCu<sub>3</sub>O<sub>6+z</sub> (Ln = Eu, Sm, Nd) Compounds 热处理和空穴密度(p)对LnSrBaCu<sub>3</sub> 0 <sub>6+z</sub>(Ln = Eu, Sm, Nd)化合物
Mohammed Bellioua, Mohamed Id El Amel, Fatima Bouzit, Mohamed Errai, Driss Soubane, Aderrahim Ait Khlifa, Mohammed Khenfouch, Issam Mouhti, Ahmed Tirbiyine, Essediq Youssef El Yakoubi, Abdelhakim Nafidi
In this study, we thoroughly examined the impact of heat treatments and hole count (p) on the properties of LnSrBaCu3O6+z (Ln = Eu, Sm, Nd) compounds. We focused on preparation, X-ray diffraction with Rietveld refinement, AC susceptibility, DC resistivity measurements, and heat treatment effects. Two heat treatment types were applied: oxygen annealing [O] and argon annealing followed by oxygen annealing [AO]. As the rare earth Ln’s ionic radius increased, certain parameters notably changed. Specifically, c parameter, surface area S, and volume V increased, while critical temperature Tc and holes (p) in the CuO2 plane decreased. The evolution of these parameters with rare earth Ln’s ionic radius in [AO] heat treatment is linear. Regardless of the treatment, the structure is orthorhombic for Ln = Eu, tetragonal for Ln = Nd, orthorhombic for Ln = Sm [AO], and pseudo-tetragonal for Sm [O]. The highest critical temperature is reached with Ln = Eu (Tc [AO] = 87.1 K). Notably, for each sample, Tc [AO] surpasses Tc [O]. Observed data stems from factors including rare earth ionic size, improved cationic and oxygen chain order, holes count p in Cu(2)O2 planes, and in-phase purity of [AO] samples. Our research strives to clearly demonstrate that the density of holes (p) within the copper plane stands as a determinant impacting the structural, electrical, and superconducting properties of these samples. Meanwhile, the other aforementioned parameters contribute to shaping this density (p).
在本研究中,我们深入研究了热处理和空穴数(p)对LnSrBaCu3O6+z (Ln = Eu, Sm, Nd)化合物性能的影响。我们重点研究了材料的制备、Rietveld细化的x射线衍射、交流磁化率、直流电阻率测量和热处理效果。采用两种热处理方式:氧退火[O]和氩气退火,然后是氧退火[AO]。随着稀土离子半径的增大,某些参数发生了明显的变化。其中,c参数、表面积S、体积V增大,CuO2平面的临界温度Tc和空穴(p)减小。在[AO]热处理过程中,这些参数随稀土Ln离子半径的变化呈线性变化。无论如何处理,Ln = Eu的结构是正交的,Ln = Nd的结构是四方的,Ln = Sm [AO]的结构是正交的,Sm [O]的结构是伪四方的。当Ln = Eu (Tc [AO] = 87.1 K)时达到最高临界温度,值得注意的是,对于每个样品,Tc [AO]都超过Tc [O]。观察到的数据源于稀土离子大小、改善的阳离子和氧链顺序、Cu(2)O2平面上的空穴数p和[AO]样品的相纯度等因素。我们的研究努力清楚地表明,铜平面内的孔密度(p)是影响这些样品的结构、电学和超导性能的决定因素。同时,前面提到的其他参数也有助于形成这种密度(p)。
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引用次数: 0
Why the Incoherent Paradigm is for the Future Wireless Networks? 为什么未来的无线网络会采用非相干范式?
V. Kontorovich
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引用次数: 1
Cyber-Security of Smart Grids: Attacks, Detection, Countermeasure Techniques, and Future Directions 智能电网的网络安全:攻击、检测、对抗技术和未来方向
T. T. Khoei, Hadjar Ould Slimane, N. Kaabouch
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引用次数: 7
Millimeter Wave Reconfigurable Metasurface Intelligent Reflecting Surface Based on Piezoelectric Crystal for 5th and 6th Generation of Wireless Communication 第五、六代无线通信中基于压电晶体的毫米波可重构超表面智能反射面
Asaf Barom, Efi Rahamim, D. Rozban, D. Rotshild, A. Abramovich
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引用次数: 0
QUIC vs TCP: A Performance Evaluation over LTE with NS-3 QUIC与TCP:基于NS-3的LTE性能评估
Apostolos I. Kyratzis, P. Cottis
In the vast majority of mobile applications, the Transmission Control Protocol (TCP) is still leveraged at the transport layer of the Internet’s protocol stack. But, in many cases, the performance of TCP over mobile networks has been proven sub-optimal in practice, thus causing substantial bottlenecks. Quick UDP Internet Connections (QUIC) is a new protocol, currently being standardized by the Internet Engineering Task Force (IETF), that aims at solving some of the inherent problems of TCP. The purpose of this paper is to provide a comprehensive overview of QUIC and compare the performance of QUIC and TCP in wireless networks. To compare QUIC with TCP under various transmission scenarios over LTE networks, the ns-3 network simulator has been employed. The simulations performed showed that 1) under good or average transmission conditions, QUIC is characterized by a better steady state throughput at the same time achieving quite lower file download times; and 2) under poor transmission conditions, the two protocols exhibit a similar performance.
在绝大多数移动应用程序中,传输控制协议(TCP)仍然被用于互联网协议栈的传输层。但是,在许多情况下,TCP在移动网络上的性能在实践中被证明是次优的,从而造成了严重的瓶颈。快速UDP互联网连接(QUIC)是一种新的协议,目前正在由互联网工程任务组(IETF)进行标准化,旨在解决TCP的一些固有问题。本文的目的是提供QUIC的全面概述,并比较QUIC和TCP在无线网络中的性能。为了比较QUIC和TCP在LTE网络各种传输场景下的性能,我们使用了ns-3网络模拟器。仿真结果表明:1)在良好或平均传输条件下,QUIC具有较好的稳态吞吐量,同时实现较低的文件下载时间;2)在较差的传输条件下,两种协议表现出相似的性能。
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引用次数: 2
期刊
... IEEE Conference on Communications and Network Security. IEEE Conference on Communications and Network Security
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