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GFDM-OQAM Performance Analysis Using Linear Equalization for Audio Transmission 利用线性均衡进行音频传输的 GFDM-OQAM 性能分析
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.12720/jcm.19.1.44-52
Anggun Fitrian Isnawati, Mas Aly Afandi, Khoirun Ni'amah, Heru Adi Prasety
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引用次数: 0
Efficient and Accurate Indoor Positioning System: A Hybrid Approach Integrating PCA, WKNN, and Linear Regression 高效准确的室内定位系统:整合 PCA、WKNN 和线性回归的混合方法
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.12720/jcm.19.1.37-43
Thi Hang Duong, Anh Vu Trinh, Manh Kha Hoang
—The high-precision Indoor Positioning System (IPS) is a captivating area of research that has made significant advancements in recent years due to the increasing demand for its applications. Our study proposes an innovative approach to improve indoor positioning accuracy by integrating Principal Component Analysis (PCA), weighted k-nearest Neighbors (WKNN), and Linear Regression (PCA-WLR). This hybrid strategy enables the system to leverage the unique characteristics of each model, capturing intricate patterns and correlations in the data. Experimental evaluations on a publicly available dataset demonstrate the superiority of our hybrid approach. The Root Mean Squared Error (RMSE) achieved is 1.97 meters, and the mean distance error is 2.23 meters. Remarkably, the ensemble outperforms individual methods in other studies on the same dataset, showing 10.8% to 17.2% improvement in accuracy. Notably, our proposed hybrid approach significantly reduces training time from 581.3599 seconds to 8.8814 seconds, representing an impressive reduction of approximately 98.47%. Similarly, testing time is reduced from 10.1721 seconds to 0.0176 seconds, indicating a substantial decrease of around 99.82%. These significant reductions in training and testing times underscore the efficiency and effectiveness of our proposed ensemble model, making it highly practical for real-time applications.
-高精度室内定位系统(IPS)是一个引人入胜的研究领域,近年来由于其应用需求日益增长,该领域的研究取得了重大进展。我们的研究提出了一种创新方法,通过整合主成分分析(PCA)、加权 k 近邻(WKNN)和线性回归(PCA-WLR)来提高室内定位精度。这种混合策略使系统能够利用每个模型的独特特性,捕捉数据中错综复杂的模式和相关性。在公开数据集上进行的实验评估证明了我们的混合方法的优越性。所取得的均方根误差(RMSE)为 1.97 米,平均距离误差为 2.23 米。值得注意的是,在同一数据集上,该集合方法的准确率比其他研究中的单个方法高出 10.8% 到 17.2%。值得注意的是,我们提出的混合方法大大减少了训练时间,从 581.3599 秒减少到 8.8814 秒,减少了约 98.47%,令人印象深刻。同样,测试时间也从 10.1721 秒减少到 0.0176 秒,大幅减少了约 99.82%。这些训练和测试时间的大幅减少凸显了我们提出的集合模型的效率和有效性,使其在实时应用中非常实用。
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引用次数: 0
Impact of Mobility Model on LoRaWan Performance 移动模式对 LoRaWan 性能的影响
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.12720/jcm.19.1.7-18
Abdelouahab Nouar, Mounir Tahar Abbes, Selma Boumerdassi, Mostefa Chaib
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引用次数: 0
Joint Time Delay and Frequency Estimation Based on Deep Learning 基于深度学习的联合时延和频率估计
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.12720/jcm.19.1.1-6
Mahmoud M. Qasaymeh, Ahmad Falah Aljaafreh
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引用次数: 1
Design and Fabrication of a 2-Port Multiple Antenna System for mmWave Application 毫米波应用的2端口多天线系统的设计与制造
Q3 Engineering Pub Date : 2023-11-01 DOI: 10.12720/jcm.18.11.705-713
Priyadarshini K. Desai, Bindu S.
The next-generation wireless communication technology heading towards the mmWave band requires multiple antenna systems to achieve high diversity, high data rates, and reliability. The design of multiple antenna systems is always associated with the problem of mutual coupling between antenna elements. In order to achieve better system performance, the mutual coupling between the elements has to be minimized. This work basically aims to minimize the mutual interaction among the antenna elements. A 2-port multiple antenna system is presented, with the defected ground structure as a decoupling technique, in order to minimize the mutual coupling. The single microstrip patch antenna is initially designed to operate at 24 GHz; later, it is transformed into a 2-port multiple antenna system. The transformed 2-port multiple antenna is loaded with the defective ground structure. The designed antenna system is fabricated, and practical measurements are carried out. The isolation achieved with defective ground structure through simulation is −27dB, and the practical measured value is −40dB. The 2-port multiple antenna system performance is assessed through the following metrics: Envelope Correlation Coefficient(ECC), Diversity Gain(DG), and Channel Capacity Loss(CCL). For the proposed 2-port multiple antenna the obtained values of ECC, DG and CLL are 0.004, 9.99dB and 0.4 bit/s/Hz. The results of the simulated structure are in good agreement with the fabricated structure. The result shows that defective ground is the better technique to achieve isolation between the closely placed antennas. The defective ground structure is the simplest technique in comparison with other techniques, such as metamaterial, energy band gap etc. The major novelty of the work includes, the design of a 2-port multiple antenna system with single slot and achieving the isolation more than −47dB without affecting the antenna resonating frequency.
迈向毫米波频段的下一代无线通信技术需要多天线系统来实现高分集、高数据速率和可靠性。多天线系统的设计总是与天线单元之间的相互耦合问题有关。为了获得更好的系统性能,元件之间的相互耦合必须最小化。这项工作的基本目的是尽量减少天线单元之间的相互作用。提出了一种以缺陷地结构为解耦技术的2端口多天线系统,以减少相互耦合。单微带贴片天线最初设计工作在24 GHz;后来,它被改造成一个2端口多天线系统。改造后的2端口多天线负载有缺陷的接地结构。对设计的天线系统进行了制作,并进行了实际测量。通过仿真得到的缺陷接地结构的隔离度为−27dB,实际实测值为−40dB。通过以下指标评估2端口多天线系统的性能:包络相关系数(ECC)、分集增益(DG)和信道容量损失(CCL)。对于所提出的2端口多天线,得到的ECC、DG和CLL值分别为0.004、9.99dB和0.4 bit/s/Hz。模拟结果与实际结构吻合较好。结果表明,缺陷接地是实现紧密放置的天线间隔离的较好技术。与其他技术如超材料、能带隙等相比,缺陷接地结构是最简单的技术。这项工作的主要新颖之处在于,设计了一个单插槽的2端口多天线系统,在不影响天线谐振频率的情况下实现了超过- 47dB的隔离。
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引用次数: 0
Smart Non-invasive Physiological Parameter Monitoring System Using IoT and Blynk App 基于物联网和Blynk App的智能无创生理参数监测系统
Q3 Engineering Pub Date : 2023-11-01 DOI: 10.12720/jcm.18.11.689-696
Sathya P., Rajalakshmi S.
This work aims to provide an advanced, portable and non-invasive multiple physiological parameters monitoring system using the Internet of Things (IoT) platform and Blynk App. The device detects essential physiological parameters non-invasively including heart rate (bpm), blood oxygen saturation (SpO2), blood glucose (mg/dL) and body temperature (C or F) from a person’s finger, peripheral part of the body or forehead. The sensors like pulse oximeter MAX30100 to read both heart rate and blood oxygen saturation, MLX9606 for sensing the body temperature and IR sensors to interpret blood glucose by near infrared optical method, have been calibrated and integrated with Arduino microprocessor and node MCU. The signal from the device is then sent to the Blynk App installed in an Android phone via a Wi-Fi connection, allowing the user to record and monitor the data. Test results showed that the device is capable of sensing and monitoring the physiological parameters and can transmit real time data instantly after sensing to the user. This non-invasive method of sensing parameters showed an average accuracy of 99.2% in temperature measurement, 99.07% in blood oxygen saturation level measurement and 90.52% in blood glucose measurement.
这项工作旨在利用物联网(IoT)平台和Blynk App提供一种先进的、便携式的、无创的多生理参数监测系统。该设备可以无创地检测人体手指、身体外围部位或前额的基本生理参数,包括心率(bpm)、血氧饱和度(SpO2)、血糖(mg/dL)和体温(颈椎或颈椎)。脉搏血氧仪MAX30100读取心率和血氧饱和度,MLX9606感知体温,红外传感器通过近红外光学方法解读血糖,这些传感器已经过校准并与Arduino微处理器和节点MCU集成。然后,设备发出的信号通过Wi-Fi连接发送到安装在Android手机上的Blynk应用程序,用户可以记录和监控数据。测试结果表明,该装置具有感知和监测生理参数的能力,并能在感知后立即将实时数据传输给用户。这种无创参数传感方法的平均温度测量精度为99.2%,血氧饱和度测量精度为99.07%,血糖测量精度为90.52%。
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引用次数: 0
Development and Analysis of Outage Probability and Achievable Rate for UAV Relay Implementation in Disaster Areas 无人机中继在灾区实施的中断概率和可实现率的开发与分析
Q3 Engineering Pub Date : 2023-11-01 DOI: 10.12720/jcm.18.11.697-704
Mia Galina, Muhamad Asvial, Muhammad Suryanegara, Naufan Raharya
Unmanned aerial vehicles (UAV) coupled with wireless networks have offered the potential for forthcoming mobile communications networks. The UAV-assisted wireless communication technology approach is an option for maintaining communication services, one of which is for disaster areas. This study aims to investigate the deployment of UAV-assisted communications in disaster areas. The simulation in this work is focused on investigating the relationship between the UAV’s height or radius and the outage probability and achievable rate. We identifies a UAV that behaves as a relay in a disaster area connected to two users, identified several critical parameters, such as UAV height, radius, and SNR value, and investigated the impact of changing each of them on outage probability and achievable rate values. Finally, we simulates the effect of these critical parameters on outage probability and achievable rate to maximize the use of UAV-assisted communication as a disaster management solution. According to the simulation results, as the signal to noise (SNR) increases, the probability of network communication interference decreases, and the achievable level increases. Moreover, increasing the range of UAVs can improve communication performance by reducing the probability of outages and increasing the achievable rate.
无人机(UAV)与无线网络相结合,为即将到来的移动通信网络提供了潜力。无人机辅助无线通信技术方法是维持通信服务的一种选择,其中之一是用于灾区。本研究旨在探讨无人机辅助通信在灾区的部署。仿真研究了无人机的高度或半径与中断概率和可达率之间的关系。我们确定了一种无人机,它作为一个连接到两个用户的灾区的中继,确定了几个关键参数,如无人机高度、半径和信噪比值,并研究了改变它们对中断概率和可实现率值的影响。最后,我们模拟了这些关键参数对中断概率和可实现率的影响,以最大限度地利用无人机辅助通信作为灾害管理解决方案。仿真结果表明,随着信噪比的增大,网络通信受到干扰的概率减小,可达到的电平增大。此外,增加无人机的航程可以通过减少中断概率和提高可达率来改善通信性能。
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引用次数: 0
Performance Evaluation CSMA/CA in MAC Layer and Markov Gaussian Memory Impulse Noise Channels in PHY Layer 性能评价CSMA/CA在MAC层和马尔科夫高斯记忆脉冲噪声信道在物理层
Q3 Engineering Pub Date : 2023-11-01 DOI: 10.12720/jcm.18.11.739-747
Shu-Ming Tseng, Yung-Chung Wang, Cheng-Yu Yu, Yu-Fu Liu
There is memory impulse noise in urban outdoor/indoor mobile channels, underwater acoustic channels, powerline communications (PLC) channels, etc. The prior works about network performance evaluation in impulse noise channels considered both the impulse noise in the physical (PHY) layer and CSMA/CA in the media access control (MAC) layer but they used simpler memoryless impulse noise model. In this paper, we propose to use 3-D Markov chain and power iteration method to analyze the throughput of CSMA/CA protocols with finite queue and more general memory impulse noise. The numerical results show that when the impulse noise is strong (impulse noise to Gaussian noise ratio R=150), the normalized throughput would be significantly lower than the case without impulse noise (R=0). Therefore, throughput analysis considering the impulse noise effect is essential.
城市室内外移动信道、水声信道、电力线通信(PLC)信道等存在记忆脉冲噪声。以往关于脉冲噪声信道下网络性能评估的研究既考虑了物理层的脉冲噪声,也考虑了介质访问控制层的CSMA/CA,但采用了更简单的无记忆脉冲噪声模型。本文提出利用三维马尔可夫链和功率迭代方法来分析具有有限队列和更普遍的存储器脉冲噪声的CSMA/CA协议的吞吐量。数值结果表明,当脉冲噪声较强(脉冲噪声与高斯噪声之比R=150)时,归一化吞吐量明显低于无脉冲噪声(R=0)时的吞吐量。因此,考虑脉冲噪声影响的吞吐量分析是必要的。
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引用次数: 0
V2X-Equipped Smart Intersections − Survey of Surveys, Use Cases, and Deployments 配备v2x的智能十字路口—调查、用例和部署的调查
Q3 Engineering Pub Date : 2023-11-01 DOI: 10.12720/jcm.18.11.722-738
Hamdan Hejazi, László Bokor
The interaction between Vulnerable Road Users (VRUs) and smart intersection participants, such as vehicles and drivers in Cooperative Intelligent Transportation Systems (C-ITS), is one of the main tools in solutions for increasing road safety and minimizing the number of possible road accidents. Vehicle-to-Everything (V2X) communication of advanced C-ITS architectures includes Vehicle-to-Pedestrian (V2P) context for extensive information exchange between road users. V2P employs various direct, indirect, and hybrid communication technologies and uses different techniques to interact with multiple traffic participants, infrastructure, traffic light controllers, and especially VRUs, during unpredictable situations. To address emerging technologies and applications of collaborative smart intersections and explore novel C-ITS solutions designed for this domain, the paper analyses available surveys and introduces the relevant communication schemes, use cases, and recent deployment efforts.
弱势道路使用者(vru)与智能路口参与者(如协同智能交通系统(C-ITS)中的车辆和驾驶员)之间的互动是提高道路安全和减少可能发生的道路事故数量的解决方案的主要工具之一。先进C-ITS架构的车对一切(V2X)通信包括车辆对行人(V2P)上下文,用于道路使用者之间的广泛信息交换。V2P采用各种直接、间接和混合通信技术,在不可预测的情况下,使用不同的技术与多个交通参与者、基础设施、交通灯控制器,特别是vru进行交互。为了解决协作智能十字路口的新兴技术和应用,并探索为该领域设计的新型C-ITS解决方案,本文分析了现有的调查,并介绍了相关的通信方案、用例和最近的部署工作。
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引用次数: 0
Performance Evaluation of Coded OFDM Using 4QPSK and 16QAM 采用4QPSK和16QAM的编码OFDM性能评价
Q3 Engineering Pub Date : 2023-11-01 DOI: 10.12720/jcm.18.11.676-688
Mohammed A. Aljubouri, Mahmoud Z. Iskandarani
The goal of modern communication systems is to transmit information from one point to another through a communication channel quickly and effectively. Mobile wireless users will move around while always being connected to the network. This necessitates the transmission of digital material through wireless networks and satellites, which has grown to be a significant problem over time. The main goal of this study is to compare the performance and efficiency of OFDM to that of other coding schemes, such as LDPC, Turbo, and Convolution. In this simulation, multiple forms of modulation, such as 4 QPSK with a coding rate of 0.663 and a BER of 0.001 at 0.59 dB Eb/No and an efficiency of 1.326, were compared with LDPC, Turbo, and Convolution codes. The performance is improved in the following simulated comparison of 16 QAM with a coding rate of 0.479, which has a BER of 0.001, an Eb/No of 3.26 dB, and an efficiency of 1.914. Using unique, not tried before LDPC code rate of 0.313, with efficiency of 1.25, 0.001 BER, and Eb/No, of 0.65 dB, the simulation proved that the performance of BER and Eb/No, using LDPC and 16 QAM results in a more efficient coding compared with Convolution code and Turbo code. This work has the unique contribution of using untried rates from the 3GPP sheet under three different coding techniques (LDPC, Turbo, and Convolution), which resulted in a lower BER per AWGN channel under OFDM, QPSK, and 16 QAM. The simulation implemented a regular OFDM system over AWGN channel noise, which was done in MATLAB.
现代通信系统的目标是通过通信通道快速有效地将信息从一点传递到另一点。移动无线用户可以在移动时始终连接到网络。这就需要通过无线网络和卫星传输数字材料,随着时间的推移,这已经成为一个重大问题。本研究的主要目的是比较OFDM与其他编码方案(如LDPC、Turbo和Convolution)的性能和效率。在此仿真中,将多种形式的调制,如编码率为0.663、误码率为0.001、0.59 dB Eb/No、效率为1.326的4 QPSK,与LDPC、Turbo和Convolution编码进行了比较。在随后的模拟比较中,16 QAM编码率为0.479,BER为0.001,Eb/No为3.26 dB,效率为1.914。采用独一无二的LDPC码率0.313,效率为1.25,BER为0.001,Eb/No为0.65 dB,仿真结果证明,与卷积码和Turbo码相比,使用LDPC和16 QAM的BER和Eb/No的编码效率更高。这项工作的独特贡献是在三种不同的编码技术(LDPC、Turbo和Convolution)下使用3GPP页的未经尝试的速率,从而在OFDM、QPSK和16 QAM下降低了每AWGN信道的误码率。仿真实现了一种基于AWGN信道噪声的常规OFDM系统,并在MATLAB中进行了仿真。
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