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Performance of Link Adaptation in Narrow Band Internet of Things 窄带物联网中链路自适应性能研究
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.3.210-215
Raed S. M. Daraghma
In present paper was aimed to study performance of link adaptation in NBIOT, which introduced by 3GPP in release 13 to function in mobile communications. The fundamental features of NB-IoT are its enlarged coverage, data rate, latency and battery lifetime compared to other cellular technologies. These features of NB-IoT manages it very beneficial in the IoT manufacturing, letting the technology to be hired in a vast domain of implementations, like health, smart cities, agriculture, WSNs. The main target of this study is to determine the performance of distinct characteristics of NB-IoT network with reasonable error rates in the uplink and the downlink connections. The performance of the several ways examined to decide their efficiency in relation to the requirements of the IoT industry. Software simulations were used to compare the distinct criteria settings to inspect which choices give better efficiency and cost trade-offs for constructing an NB-IoT network. The results show that data transmitted in smaller Transport Block Size (TBS) has fewer errors than if it has transmitted in greater blocks. Furthermore, the results offer that the error rate gets higher as the Doppler frequency increases in the propagation channel model. The results also show that the error rate gets higher as the modulation and coding scheme field (IMCS) increase.
本文旨在研究由3GPP在第13版中引入的用于移动通信的NBIOT中的链路自适应性能。与其他蜂窝技术相比,NB-IoT的基本特征是其更大的覆盖范围、数据速率、延迟和电池寿命。NB-IoT的这些特性使其在物联网制造中非常有益,使该技术能够应用于广泛的实施领域,如健康、智慧城市、农业、无线传感器网络。本研究的主要目标是确定NB-IoT网络在上行和下行连接中具有合理错误率的不同特征的性能。研究了几种方法的性能,以确定其与物联网行业要求相关的效率。软件模拟用于比较不同的标准设置,以检查哪种选择可以为构建NB-IoT网络提供更好的效率和成本权衡。结果表明,以较小的传输块大小(TBS)传输的数据比以较大的传输块传输的数据具有更少的错误。结果表明,在传播信道模型中,错误率随多普勒频率的增大而增大。结果还表明,随着调制和编码方案域(IMCS)的增大,误码率也随之增大。
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引用次数: 1
Performance Analysis of FS-FBMC/OQAM System Using Turbo and LDPC Codes 基于Turbo和LDPC码的FS-FBMC/OQAM系统性能分析
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.8.661-667
A. Mobin, Anwar Ahmad
Filter Bank Multicarrier (FBMC) with offset QAM (OQAM) is a possible waveform candidate for 5G and future wireless systems and standards. FBMC is realized using either polyphase network (PPN)-FFT or Frequency Spread (FS)-FBMC. In this paper, channel coding schemes such as turbo codes and low-density parity check (LDPC) codes were investigated in terms of their peak-to-average power ratio (PAPR) and bit-error-rate (BER) reduction performances for FS-FBMC/OQAM and Orthogonal Frequency Division Multiplexing (OFDM) systems in additive white Gaussian noise (AWGN) channel. Simulation results show that turbo coded and LDPC coded FS-FBMC/OQAM systems performed better than turbo coded and LDPC coded OFDM systems in terms of BER performance. Also, LDPC coded FS-FBMC/OQAM system because of its adequate BER performance, reasonable PAPR performance, and reduced computational complexity was found to be an appropriate choice among other systems for 5G and future wireless networks. It was also found that incorporating channel coding resulted in a very large coding gain with only a minor rise in the system's PAPR value.
具有偏移QAM (OQAM)的滤波器组多载波(FBMC)是5G和未来无线系统和标准的可能候选波形。FBMC可采用多相网络(PPN)-FFT或频扩(FS)-FBMC实现。本文研究了在加性高斯白噪声(AWGN)信道中,turbo码和低密度奇偶校验(LDPC)码在FS-FBMC/OQAM和正交频分复用(OFDM)系统中的峰均功率比(PAPR)和误码率(BER)降低性能。仿真结果表明,turbo编码和LDPC编码的FS-FBMC/OQAM系统在误码率方面优于turbo编码和LDPC编码的OFDM系统。LDPC编码的FS-FBMC/OQAM系统具有良好的误码率性能、合理的PAPR性能和较低的计算复杂度,是5G和未来无线网络的理想选择。还发现,合并信道编码导致了非常大的编码增益,而系统的PAPR值仅小幅上升。
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引用次数: 1
Implementation and Evaluation of Multi-hop LoRa Networks 多跳LoRa网络的实现与评价
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.4.273-279
Huu Phi Tran, H. Oh
A multi-hop approach can extend network coverage, including connectivity to difficult-to-access areas. This paper discusses the implementation and evaluation of the two-hop real-time LoRa (Two-hop RT-LoRa) protocol previously proposed to be used for industrial monitoring and control applications. The protocol was implemented on LoRa devices to support a multi-hop LoRa network that consists of one LoRa gateway and 40 end devices. It is shown with various campus deployment scenarios that the protocol improves reliability in data transmission significantly
多跳方法可以扩展网络覆盖范围,包括连接到难以访问的区域。本文讨论了之前提出的用于工业监控应用的两跳实时LoRa (two-hop RT-LoRa)协议的实现和评估。该协议在LoRa设备上实现,支持由1个LoRa网关和40个终端设备组成的多跳LoRa网络。各种校园部署场景表明,该协议显著提高了数据传输的可靠性
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引用次数: 3
Confronting whiteness through virtual humans: a review of 20 years of research in prejudice and racial bias using virtual environments 通过虚拟人面对白人:对20年来使用虚拟环境的偏见和种族偏见研究的回顾
Pub Date : 2022-01-01 DOI: 10.1093/jcmc/zmac016
Haley R. Hatfield, Sun Joo Grace Ahn, Matthew Klein, Kristine L. Nowak
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引用次数: 3
Wearable Tool for Breathing Pattern Recognition and Exacerbation Monitoring for COPD Patients via a Device-to-Cloud Communication Model 通过设备到云通信模型用于COPD患者呼吸模式识别和恶化监测的可穿戴工具
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.6.423-433
Dennis A. Martillano, Marco C. Iligan, Algerica Raeven R. Ramos, Allan Daraman, March Fernan H. Abadines
Chronic Obstructive Pulmonary Disease (COPD) has become one of the major causes of disability in the Philippines today. COPD is incurable and would also be one of the most painstaking diseases because it progresses over time. Patient self-monitoring, especially breathing patterns and frequency has become an increasingly recognized process which is beneficial for the ongoing care of COPD. Many potential technologies for the diagnosis and monitoring of COPD have been developed, but focusing on telehealth, imaging, and spirometry. This study has designed and created an IoT based system that could recognize and monitor the respiratory rate through breathing patterns and provide a means for doctors to remotely monitor the patient. The prototype device that has been developed was named X-Hale. X-Hale is a cost-effective and portable remote monitoring IoT-based tool, integrated within a wearable oxygen mask responsible for recognizing and recording accurate breathing frequency patterns. The system was designed to interweave underlying elements of Device-to-Cloud model for a straight-forward communication used in remote monitoring. The wearable device was tested using an HT50 ventilator that delivers machine-controlled dummy breathing in an actual hospital setting. Results show high accuracy in detecting breathing patterns in Slow, Normal and Fast respiratory rate per minute. X-Hale was also tested in actual patients to facilitate the remote monitoring of breathing patterns via the IoT communication model used.
慢性阻塞性肺疾病(COPD)已成为当今菲律宾致残的主要原因之一。慢性阻塞性肺病是无法治愈的,也是最痛苦的疾病之一,因为它会随着时间的推移而恶化。患者自我监测,特别是呼吸模式和频率已成为一个越来越被认可的过程,有利于慢性阻塞性肺病的持续护理。已经开发了许多潜在的COPD诊断和监测技术,但主要集中在远程医疗、成像和肺活量测定。本研究设计并创建了一个基于物联网的系统,该系统可以通过呼吸模式识别和监测呼吸频率,并为医生远程监测患者提供了一种手段。研制出来的原型装置被命名为X-Hale。X-Hale是一种具有成本效益的便携式远程监测物联网工具,集成在可穿戴氧气面罩中,负责识别和记录准确的呼吸频率模式。该系统旨在将设备到云模型的底层元素相互交织,以实现远程监控中使用的直接通信。该可穿戴设备使用HT50呼吸机进行了测试,该呼吸机在实际的医院环境中提供机器控制的虚拟呼吸。结果表明,在每分钟呼吸频率低、正常和快的情况下,检测呼吸模式具有较高的准确性。X-Hale还在实际患者中进行了测试,以通过所使用的物联网通信模型促进呼吸模式的远程监控。
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引用次数: 1
NOMA VLC Systems and Neural Network Approach for Imperfect SIC 不完全SIC的NOMA VLC系统及神经网络方法
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.9.723-733
M. Jha, Navin Kumar, P. Rubini, Y. Lakshmi
Non Orthogonal Multiple Access (NOMA) technique in Visible Light Communications (VLC) enhances the performances like spectral efficiency, achievable data rate, fairness, outage probability, etc. NOMA uses superposition in power domain at the transmitter and Successive Interference Cancellation (SIC) at the receiver. SIC operation is expected to perform perfect cancellation to avoid errors in the received signal. In this paper, Neural Network (NN) methods are used to overcome imperfect SIC in a NOMA VLC system. The Signal to Noise Ratio (SNR), Bit Error Rate (BER), and bitrate performance of the NOMA VLC systems are analyzed using Convolution Neural Network (CNN), long short term memory (LSTM), and Deep Neural Network (DNN) algorithms. Simulation results shows that the NN methods outperforms the conventional NOMA VLC system to a perfect SIC. Considering SNR for the BER 10−4, CNN outperforms SIC by 5 dB, DNN by 2 dB and LSTM by 1.5 dB. Further, CNN also outperforms SIC, DNN, and LSTM based NOMA VLC systems for BER performance as a function of bitrate. Thus, NN-based receiver will be a better alternative for imperfect SIC.
非正交多址(NOMA)技术在可见光通信(VLC)中提高了频谱效率、可实现的数据速率、公平性和中断概率等性能。NOMA在发射端使用功率域的叠加,在接收端使用连续干扰抵消(SIC)。SIC操作期望执行完美的抵消,以避免接收信号中的错误。本文采用神经网络(NN)方法克服了NOMA VLC系统中的不完美SIC。采用卷积神经网络(CNN)、长短期记忆(LSTM)和深度神经网络(DNN)算法分析了NOMA VLC系统的信噪比(SNR)、误码率(BER)和比特率性能。仿真结果表明,该方法优于传统的NOMA VLC系统,达到了理想的SIC效果。考虑到BER为10−4时的信噪比,CNN比SIC高5 dB, DNN高2 dB, LSTM高1.5 dB。此外,CNN也优于SIC, DNN和基于LSTM的NOMA VLC系统,其误码率性能作为比特率的函数。因此,基于神经网络的接收器将是不完美SIC的更好选择。
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引用次数: 3
Power and Energy Efficiency of Multilevel Baseband Transmission Systems: Analysis, Optimization and Improvements 多电平基带传输系统的功率和能量效率:分析、优化和改进
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.12.961-971
C. Lange, A. Ahrens
Power and energy consumption of communication net-works contribute to the resource demand and hence they impact the sustainability of the society. Transmission links form basic parts ofcommunication networks and thus they add to the overall communica-tio nnetworlks' resourcedemand. Therefore, it is important to optimize transmission links in order to support the energy-efficient design ot communication networks. In transmission systems the constellation size in general is a degnee of freedom when designing or adapting a transmission link. In this article, multilevel baseband transmission via additive white Gaussian noise (AWGN) channels and over copper cables is optimized with respect to minimum power and energy demand, respectively - for the relevant case of given throughput and fixed transmission quality of a transmission link. The results are two-fold: In the AWGN case the minimum power and energy is utilized at the smallest possible constellation size. In case of band- limited base band transmission over twisted-pair copper wires with linear equalization the optimum constellation size increases as the band limitation becomes stronger, ie, as the cable gets longer al fixed bit rate or as the bit rate is increased at fixed link length. The optimization of the constellation size enables significant power and energy savings per link in the range of 25 % to approximately 90 % compared to a conventional two-level baseband system.
通信网络的电力和能源消耗增加了资源需求,从而影响了社会的可持续性。传输链路是通信网络的基本组成部分,因此它们增加了整个通信网络的资源需求。因此,优化传输链路以支持通信网络的节能设计是非常重要的。在传输系统中,当设计或调整传输链路时,星座大小通常是一个自由度。在本文中,通过加性高斯白噪声(AWGN)信道和通过铜电缆的多电平基带传输分别针对最小功率和能源需求进行了优化-针对传输链路给定吞吐量和固定传输质量的相关情况。结果是双重的:在AWGN的情况下,在尽可能小的星座规模上使用了最小的功率和能量。在采用线均衡双绞线的基带受限传输情况下,最佳星座尺寸随着带宽限制的增强而增加,即在固定比特率下电缆变长或在固定链路长度下比特率增加。与传统的两级基带系统相比,星座尺寸的优化使每个链路的功率和能源节省了25%至约90%。
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引用次数: 0
Distributed Multi Criteria Routed for MPLS-TE Based on Machine Learning: Concept and Applications 基于机器学习的MPLS-TE分布式多准则路由:概念与应用
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.8.625-631
J. Oubaha, Ali Ouacha, Hassan Echoukairi
MPLS-TE Networks are complex interacting systems, providers integrate absolutely the forwarding equivalent class involving in the dynamic routing algorithm "Dynamic Multi Criteria Routing", especially with network services such as an IPtv, a VPNs or a VoIP with the several types of video streaming and similar user applications, making its flagship technologies of tomorrow. Machine learning is very compatible for this kind of networks. In this paper, we first review how the main machine learning concepts can be integrated in communication networks and discuss concepts, supervised and unsupervised model suitable to the network, data and management strategies, and creating a new architecture of network controls and management tools. We then describe case studies networking in detail, anticipate anomalies at multiple network layers, covering predictive maintenance, descriptive network topology management, capacity optimization. Finally, we prove the importance of this work, and guess an overview of intelligent dynamic networks.
MPLS-TE网络是一个复杂的交互系统,提供商完全集成了动态路由算法“动态多标准路由”中涉及的转发等效类,特别是与IPtv, vpn或VoIP等网络服务以及几种类型的视频流和类似的用户应用程序相结合,使其成为未来的旗舰技术。机器学习与这类网络非常兼容。在本文中,我们首先回顾了如何将主要的机器学习概念集成到通信网络中,并讨论了适用于网络的监督和无监督模型、数据和管理策略的概念,以及创建网络控制和管理工具的新架构。然后,我们详细描述了网络案例研究,预测了多个网络层的异常情况,包括预测性维护、描述性网络拓扑管理和容量优化。最后,我们证明了本工作的重要性,并对智能动态网络进行了展望。
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引用次数: 1
Prototyping Design of Low-Cost Bias-T Circuit Based-on Op-Amp for Visible Light Communication 基于运放的可见光通信低成本偏置t电路原型设计
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.1.63-73
S. Fuada
The visible light communication (VLC) exploits the LED as an antenna in which only works on “forward bias” conditions. Therefore, when the VLC has an input signal with minus voltage it will be clipped, and only the positive side is transmitted by LED. If the VLC has an analog signal input with a completely positive amplitude, the LED may exhibit flicker-effect when the input frequency is relatively low to medium. Therefore, the correct method for LED conditioning is by lumping the information signal in the DC area. The “Bias Tee” (Bias-T) is a commercial module that is most commonly applied for LED conditioning with analog input signal characteristics. Although the performance is powerful and significant for transmitting the high-frequency, the cost is relatively inexpensive. Therefore, this study proposes a low-cost Bias-T module for a low bit-rate VLC system. Instead of the Bias-T generally, that uses an inductor and capacitor, this module is built by Op-Amps circuit which consists of 1) buffer Op-Amp as DC input (VDC-OFFSET), 2) variable Pre-Amplifier as signal information input (VINF), 3) summing amplifier to combine these two signals (VINF + VDC-OFFSET) and 4) current amplifier for increasing the high-power LED with no-flicker (stable illumination). The designed Bias-T is built on a discrete component. The evaluations involved three approaches, given the input signal: 1) with a single carrier in sine form, 2) analog signal from digital signal processing (DSP) board, 3) audio signal generated from a personal computer. In summary, the Bias-T works as properly as expected.
可见光通信(VLC)利用LED作为天线,仅在“正向偏置”条件下工作。因此,当VLC有一个负电压的输入信号时,它将被截断,只有正极被LED传输。如果VLC的模拟信号输入幅度完全为正,则当输入频率相对较低至中等时,LED可能会出现闪烁效应。因此,对LED进行调理的正确方法是对直流区域的信息信号进行集总。“偏置三通”(Bias- t)是一种商用模块,最常用于具有模拟输入信号特性的LED调理。虽然性能强大,对传输高频具有重要意义,但成本相对便宜。因此,本研究提出一种低比特率VLC系统的低成本Bias-T模块。与一般使用电感和电容的Bias-T不同,该模块采用运算放大器电路,该电路由1)缓冲运算放大器作为直流输入(VDC-OFFSET), 2)可变前置放大器作为信号信息输入(VINF), 3)将这两个信号组合的求和放大器(VINF + VDC-OFFSET)和4)电流放大器组成,以增加无闪烁(稳定照明)的大功率LED。设计的Bias-T是建立在一个离散组件上的。评估涉及三种方法,给定输入信号:1)正弦形式的单载波,2)数字信号处理(DSP)板的模拟信号,3)个人计算机生成的音频信号。总之,Bias-T像预期的那样正常工作。
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引用次数: 3
A Proposed Method to Coordinate mmWave Beams Based on Coordinated Multi-Point in 5G Networks 一种基于5G网络多点协调的毫米波波束协调方法
Pub Date : 2022-01-01 DOI: 10.12720/jcm.17.11.925-932
Rafal Azzam Abed, S. Ayoob
5G overcame the severe shortage of cellular spectrum used by its predecessors by using millimeter-wave (mmWave) packets that provide broadband to 5G wireless networks. The problem of Inter User Interference (IUI) is also one of the most important and dangerous problems facing telecommunication networks. IUI is exacerbated, especially in the areas near the Tower as the narrow coverage area compared to the areas farthest from the Tower. As a result of this effect, our paper proposes a new model by taking a matrix of antennas at different heights and coordinating mmWave beams. Coordinated Multi-Point (CoMP) is the essential solution in 5G to improve throughput and coverage performance. As a result, millimeter wave technology was used in the proposed CoMP system. The new proposed system works to study the effect of the height of the antenna matrix on reducing IUI by calculating the peak capacity value on the user with different distances. In addition to the impact of the azimuth angle of arrival AoA (∅) on capacity when implementing each scenario. Simulation results show that the proposed system scheme with different heights of the antenna matrix can get a large capacity than a traditional system. Choosing the best antenna matrix height reduces interference and improves capacity. The highest improvement obtained is 53%.
5G利用为5G无线网络提供宽带的毫米波(mmWave)数据包,克服了其前辈使用的蜂窝频谱严重短缺的问题。用户间干扰问题也是电信网络面临的最重要和最危险的问题之一。IUI加剧了,特别是在靠近塔的区域,因为与远离塔的区域相比,覆盖区域狭窄。鉴于这种效应,本文提出了一种新的模型,采用不同高度的天线矩阵和协调毫米波波束。协调多点(CoMP)是5G中提高吞吐量和覆盖性能的关键解决方案。因此,毫米波技术被用于所提出的CoMP系统。该系统通过计算不同距离用户的峰值容量值来研究天线矩阵高度对降低IUI的影响。此外,在实现每个场景时,到达方位角AoA(∅)对容量的影响。仿真结果表明,采用不同天线矩阵高度的系统方案可以获得比传统系统更大的容量。选择最佳天线矩阵高度可以减少干扰,提高容量。获得的最高改进为53%。
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引用次数: 4
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