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Performance Analysis of SISO and MIMO Communication Systems using Multiple Point Scatter Model 基于多点散射模型的SISO和MIMO通信系统性能分析
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405822
Daniel Kuyoli Ngala, K. A. Opare, E. Affum
Multi input Multi Output (MIMO) communication systems have several advantages in terms of data rate and reliability as compared to Single Input Single Output (SISO) communication systems. A model for SISO and MIMO using multiple point scatterers at mobile station is considered in this paper. A review of some single and multiple antenna configurations and a discussion on using singular value decomposition (SVD) in computing the capacity of MIMO are presented. Numerical results with three individual modes along with their singular values achieved by diagonalization process will also be demonstrated.
与单输入单输出(SISO)通信系统相比,多输入多输出(MIMO)通信系统在数据速率和可靠性方面具有几个优势。本文研究了一种基于多点散射体的移动基站SISO和MIMO模型。综述了一些单天线和多天线结构,并讨论了用奇异值分解(SVD)计算MIMO容量的方法。通过对角化处理,得到了三种独立模态的数值结果及其奇异值。
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引用次数: 0
Series Connected Active Multipulse Rectifiers for Harmonics Mitigation 串联有源多脉冲整流器的谐波抑制
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405921
Md. Shoaib Akther, Nishat Lubna, Labiba Tahsin Anika, Most. Miftahul Jannat, Jeba Mubassera
Most of the electronic devices used in recent times for various purposes are non-linear type. Hence they produce harmonics which can cause various problems in our modern power system. This research article proposed two active or controlled multipulse AC to DC converters for limiting total harmonics distortion or THD of input AC signal within a standard value. The designed 18-pulse active rectifier shows an input current THD of 8.80% which is very less compared to an 18-pulse passive or uncontrolled rectifier. Proposed another active rectifier i.e. 24-pulse rectifier shows 4.69% of THD of input AC current which can meet IEEE 519 standard requirement for harmonics limitation. Furthermore both of the rectifiers reaches steady state at DC side within a very short time. This also confirms better output power quality of the both designed schemes.
近年来用于各种目的的大多数电子设备都是非线性类型的。因此,它们产生的谐波会给我们的现代电力系统带来各种问题。本文提出了两种有源或可控多脉冲交直流变换器,将输入交流信号的总谐波失真或THD限制在标准值之内。所设计的18脉冲有源整流器的输入电流THD为8.80%,与18脉冲无源或无控整流器相比,THD非常小。提出了另一种有源整流器,即24脉冲整流器,其输入交流电流的THD为4.69%,满足IEEE 519标准的谐波限制要求。此外,两个整流器在直流侧都能在很短的时间内达到稳态。这也证实了两种设计方案的输出电能质量都较好。
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引用次数: 1
Evaluation of Single-Input Single-Output Radial Basis Function Neural Network in Modelling Empirical 4G Traffic 单输入单输出径向基函数神经网络在4G流量建模中的评价
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405936
F. Oduro-Gyimah, K. Boateng
The fast improvement in the telecommunication sector in general and the accompanying revolution in the mobile communication sector provide a challenging task to telecommunication vendors and operators in satisfying the huge subscribers. To address this challenge, appropriate forecasting models must be provided. This study has developed fourteen different single input single output (SISO) Radial basis function neural network (RBFNN) with Levenberg-Marquardt (LM) and Resilient backpropagation (Rprop) algorithms. Two models, Rprop-SISO RBFNN (1-20-1) and LM-SISO RBFNN (1-20-1) were selected based on computational time and minimum values of prediction. When the performance of the models were compared with empirical 4G hourly traffic data collected from an operator in Ghana, Rprop-SISO RBFNN (1-20-1) gave a better computational time while LM-SISO RBFNN (1-20-1) results indicate minimal values of MSE and NRMSE. Therefore LM-SISO RBFNN (1-20-1) model was selected as the appropriate model to predict 4G hourly traffic.
电信行业的快速发展和随之而来的移动通信领域的变革,给电信供应商和运营商带来了满足庞大用户需求的挑战。为了应对这一挑战,必须提供适当的预测模型。本研究利用Levenberg-Marquardt (LM)和弹性反向传播(Rprop)算法开发了14种不同的单输入单输出(SISO)径向基函数神经网络(RBFNN)。基于计算时间和预测最小值选择Rprop-SISO RBFNN(1-20-1)和LM-SISO RBFNN(1-20-1)两种模型。将模型的性能与加纳某运营商的4G小时流量数据进行比较,Rprop-SISO RBFNN(1-20-1)的计算时间更好,而LM-SISO RBFNN(1-20-1)的计算结果显示MSE和NRMSE的最小值。因此选择LM-SISO RBFNN(1-20-1)模型作为预测4G小时流量的合适模型。
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引用次数: 0
Design of An Optimal Low Noise Amplifier (LNA) for Signal Boosting 用于信号增强的最佳低噪声放大器(LNA)的设计
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405953
F. Prikutse, Yaw Twum-Barimah, P. Danquah
The purpose of a Low Noise Amplifier (LNA) is to amplify received signals to acceptable levels while minimizing noise. The LNA is used in communication systems to amplify very weak signals captured by an antenna. The design of an LNA in Microwave circuits requires a trade-off or careful balance of many important parameters such as Gain, Noise Figure (NF), and Stability. In view of this, it is essential to make calculated choices to realize an optimally functioning LNA. This paper presents a single stage 2.0 GHz LNA optimal design using lumped elements (discrete passive components) for the input and output matching networks. The Radio Frequency (RF) transistor used for this design is the ATF-21170, which is modelled by its Scattering (S) parameters. This is a high performance, low noise Gallium Arsenide Schottky barrier-gate Field Effect Transistor. The LNA is designed using conventional techniques to boost weak cell signals in the frequency range of 1.8GHz to 2.6GHz. The design is done with the aid of Advanced Design System (ADS) 2020 software. The LNA was successfully designed at an operating frequency of 2.0GHz with a gain of 14dB and a minimum noise figure (NFmin) of 0.83dB.
低噪声放大器(LNA)的目的是将接收到的信号放大到可接受的水平,同时将噪声降到最低。LNA在通信系统中用于放大由天线捕获的非常微弱的信号。微波电路中LNA的设计需要权衡或仔细平衡许多重要参数,如增益、噪声系数(NF)和稳定性。鉴于此,有必要作出计算选择,以实现最优功能的LNA。本文提出了一种基于集总元件(离散无源元件)的单级2.0 GHz LNA输入输出匹配网络优化设计方法。用于本设计的射频(RF)晶体管是ATF-21170,通过其散射(S)参数进行建模。这是一种高性能、低噪声的砷化镓肖特基势垒闸场效应晶体管。LNA的设计使用传统技术来增强1.8GHz到2.6GHz频率范围内的微弱蜂窝信号。该设计是借助先进设计系统(ADS) 2020软件完成的。成功设计了工作频率为2.0GHz的LNA,增益为14dB,最小噪声系数(NFmin)为0.83dB。
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引用次数: 0
A Hybrid Lightweight Cryptographic Scheme For Securing Node Data Based On The Feistel Cipher And MD5 Hash Algorithm In A Local IoT Network 本地物联网网络中基于Feistel密码和MD5哈希算法的节点数据保护混合轻量级加密方案
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405869
B. Asare, Kester Quist-Aphetsi, Laurent Nana
A cryptographic-based encryption algorithm that has low memory and minimal output space requirements as well as involving reduced computational overheads without compromising the strength and security of the encryption is desired for constrained devices in wireless sensor networks. Internet-of-Things (IoT) supports the automated collection and streaming of sensitive data across several other devices through the internet. The insecurity of the internet in supporting communication of critical data between nodes in IoT has been amplified due to the current data breaches and data privacy compromises on such networks in recent times. The paper addresses the challenge of data privacy and integrity breaches among IoT devices with the proposition of a methodology involving a thin cryptographic scheme that combines the Feistel cipher and the MD5 in providing improved security for IoT node data. The results showed an enhanced and fast encryption of data between IoT edge devices and the sink node.
无线传感器网络中的受限设备需要一种基于密码学的加密算法,该算法具有低内存和最小的输出空间需求,并且涉及减少的计算开销,而不会损害加密的强度和安全性。物联网(IoT)支持通过互联网在多个其他设备上自动收集和传输敏感数据。互联网在支持物联网节点之间关键数据通信方面的不安全性由于最近此类网络上的数据泄露和数据隐私妥协而被放大。本文解决了物联网设备之间数据隐私和完整性破坏的挑战,提出了一种方法,该方法涉及一种瘦加密方案,该方案结合了Feistel密码和MD5,为物联网节点数据提供了更好的安全性。结果表明,物联网边缘设备和汇聚节点之间的数据加密增强且快速。
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引用次数: 1
Frequency Splitting Elimination in a multi-coil power transfer system 多线圈电力传输系统的分频消除
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405831
Samuel Afoakwa, Young-Bae Jung
A multiple transmitter coil wireless power transfer system that eliminates the frequency splitting effect as a result of overcoupling between very close transmitter coils is proposed. The use of coils of different sizes in the transmitter array is proposed in order to eliminate the splitting of the magnetic field produced by the transmitters. This is done by designing three different multi-coil transmitter arrays, each with five transmitter coils with a single receiver coil placed 40 cm from the transmitters. The first array is designed with coils of the same size. The second and third arrays are designed with coils of smaller sizes placed between larger size coils. The performance of the three arrays is compared by considering the scattering parameters at the receiver coil. It is shown that using smaller coil sizes between larger coils causes uniform coupling in the multiple transmitter array, resulting in suppression and subsequent elimination of the frequency splitting phenomenon of the received signal.
提出了一种多发射机线圈无线电力传输系统,消除了由于发射机线圈过耦合而产生的分频效应。为了消除发射机产生的磁场分裂,提出在发射机阵列中使用不同尺寸的线圈。这是通过设计三种不同的多线圈发射器阵列来实现的,每个发射器阵列有五个发射器线圈,其中一个接收器线圈放置在距离发射器40厘米的地方。第一个阵列用相同尺寸的线圈设计。第二个和第三个阵列被设计成较小尺寸的线圈放置在较大尺寸的线圈之间。通过考虑接收线圈处的散射参数,比较了三种阵列的性能。结果表明,在较大的线圈之间使用较小的线圈尺寸会导致多发射机阵列中的均匀耦合,从而抑制并随后消除接收信号的分频现象。
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引用次数: 0
A Privacy-preserving Covid-19 Updatable Test Result and Vaccination Provenance based on Blockchain and Smart contract 基于区块链和智能合约的Covid-19可更新测试结果和疫苗来源的隐私保护
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405872
J. Odoom, R. S. Soglo, S. Danso, Hua Xiaofang
It is undisputable fact that Coronavirus pandemic will go into the annals of history as one of the devastating plagues. From the healthcare perspective, a lot of efforts are underway geared towards testing, management and vaccination whereas industry and research communities explore innovative solutions. Quite a number of solutions have emerged zooming in on contact tracing, combating misinformation, data aggregation and analysis as well as test result certification with blockchain technology been the core. Aside the reliance on centralized architectures and use of permissioned/consortium blockchain, conspicuously missing in existing solutions based on blockchain is the work around the immutability feature of the technology given the fact that a person’s test result is not static but dynamic. In this paper, we propose a solution using blockchain and smart contract that allows for state changes to be made by authorized entities. We leverage distributed storage technology using InterPlanetary File System (IPFS) for storage of user encrypted records and subsequent retrieval for verification purposes. We extend our solution by incorporating vaccination status to provide comprehensive source of information and show proof of concept. The full code of our proposed solution is made publicly available on GitHub.
冠状病毒大流行将作为一场毁灭性的瘟疫载入史册,这是不争的事实。从医疗保健的角度来看,正在进行大量针对测试、管理和疫苗接种的工作,而工业界和研究界正在探索创新的解决方案。以区块链技术为核心的接触者追踪、打击错误信息、数据聚合和分析以及测试结果认证等解决方案已经出现了不少。除了依赖集中式架构和使用许可/联盟区块链之外,基于区块链的现有解决方案中明显缺少的是围绕该技术的不变性特性的工作,因为一个人的测试结果不是静态的,而是动态的。在本文中,我们提出了一个使用区块链和智能合约的解决方案,该解决方案允许授权实体进行状态更改。我们利用分布式存储技术,使用星际文件系统(IPFS)存储用户加密记录,并随后检索以进行验证。我们通过纳入疫苗接种状态来扩展我们的解决方案,以提供全面的信息来源并展示概念证明。我们提出的解决方案的完整代码在GitHub上公开提供。
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引用次数: 7
A Symmetric Encription Scheme for Electronic Data Exchange for Edge Medical Devices in a Dew-Fog Computing Environment 露雾计算环境下边缘医疗设备电子数据交换的对称加密方案
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405874
Grace Simpson, Q. Kester, Laurent Nana
Electronic data exchange among edge medical devices often comes with concerns, as data to be transmitted are sensitive and there is the need to protect these valuable information assets to maintain the data integrity and confidentiality. In this paper we propose a scheme that allows edge devices to share medical data securely in a dew-fog computing environment using an AES symmetric encryption scheme of a key length 512-bit and by the hashing of the chosen key using SHA-256 to enhance the security of electronic exchanges.
边缘医疗设备之间的电子数据交换往往令人担忧,因为要传输的数据是敏感的,需要保护这些有价值的信息资产,以保持数据的完整性和保密性。在本文中,我们提出了一种方案,允许边缘设备在露雾计算环境中安全地共享医疗数据,该方案使用密钥长度为512位的AES对称加密方案,并使用SHA-256对所选密钥进行哈希,以增强电子交换的安全性。
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引用次数: 0
Luetooth Stereo Audio System with Active Noise Cancelation 具有主动降噪功能的蓝牙立体声音响系统
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405901
U. O. Mabel, O. O. Henry, O. A. Adedayo
although, sound systems are obtainable for outdoor use, battery-powered audio devices are what is mostly found in today’s portable music. Using a class D Audio amplifier, it is possible to couple a Bluetooth device with the amplifier, coming up with a system that can receive and process audio signals through Bluetooth connection. With every communication system, Noise is always considered as unwanted signal. The signal to noise ratio statistical characteristics in practical application can’t be learned or are usually unknown so that we barely design fix coefficient digital filter in insinuation to the noise problem in the Bluetooth stereo audio system.The “on-line” FIR or IIR filter weights of active noise and vibration control systems of an adaptive algorithm used for optimizing is basically derived from adaptive algorithms used in systems such as telescope adaptive optics and telephone echo-cancellers to cancel unwanted” noise “optics and thus develop distant star signals.In this work an adaptive noise cancellation system is designed to minimize the noise in the Bluetooth stereo audio system. Using the least mean square (LMS) algorithm, the coefficient of the filter in the active noise cancellation system is altered in variation to noise signal characteristics, which in turn made the active noise system adaptive.
虽然,音响系统可用于户外使用,但电池供电的音频设备主要用于今天的便携式音乐。使用D类音频放大器,可以将蓝牙设备与放大器耦合,从而形成一个可以通过蓝牙连接接收和处理音频信号的系统。在每个通信系统中,噪声总是被认为是不需要的信号。实际应用中的信噪比统计特性无法获知或通常是未知的,因此针对蓝牙立体声音响系统中的噪声问题,我们很少设计固定系数数字滤波器。用于优化的自适应算法的主动噪声和振动控制系统的“在线”FIR或IIR滤波器权重基本上来源于望远镜自适应光学和电话回声消除器等系统中使用的自适应算法,以消除不需要的“噪声”光学,从而产生遥远的恒星信号。本文设计了一种自适应噪声消除系统,以最大限度地降低蓝牙立体声音频系统中的噪声。采用最小均方(LMS)算法,在有源噪声消除系统中改变滤波器系数随噪声信号特征的变化,从而使有源噪声系统具有自适应能力。
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引用次数: 0
Effect of COVID-19 on Education in Ghana: Narratives from Primary, Junior High and Senior High School children 2019冠状病毒病对加纳教育的影响:来自小学、初中和高中儿童的叙述
Pub Date : 2019-12-20 DOI: 10.1109/ICMRSISIIT46373.2020.9405905
I. K. Amponsah, Sylvia Ankamah, Helena Amoakohene Anarfi, Carine Lesley Malor
Among the pandemics that have affected human existence, the Covid-19 virus with uncertain genesis has deracinated the natural structure and cycle of everything around us. Education and especially children’s social life has been jeopardized forcing us to find new ways of doing things in the quest to survive. This study investigated the effect of covid-19 on education from the perspective of primary and high school children staying at home in Ghana. Due to the pandemic, the descriptive study drew respondents across the country using snowball sampling via the internet (social media, email, WhatsApp, etc). Results lead to major conclusions that children employed both manual and/or online methods of learning at home mostly relying on parents’ electronic gadgets and/or computers. They faced mostly issues of bad internet connectivity and expensive data while learning online. Majority (54.6%) claimed they want to resume school amid the pandemic because they mostly miss their friends and teachers and also sometimes needs help studying at home. The strong minority (45.4%) prefer to stay home for fear of infecting their family members. The study recommends an effective but healthy method of educational continuity (small contact hours and online studies) for our youth in this new normal.
在影响人类生存的大流行中,起源不明的新冠病毒破坏了我们周围一切事物的自然结构和循环。教育,尤其是孩子们的社会生活受到了危害,迫使我们寻找新的方式来生存。本研究从加纳留守家庭的中小学生的角度调查了covid-19对教育的影响。由于大流行,描述性研究通过互联网(社交媒体、电子邮件、WhatsApp等)使用滚雪球抽样吸引了全国各地的受访者。结果得出的主要结论是,孩子们在家学习时,主要依靠父母的电子产品和/或电脑,使用手动和/或在线方法。他们在网上学习时面临的主要问题是网络连接不良和昂贵的数据。大多数人(54.6%)表示,他们希望在疫情期间复课,因为他们大多想念朋友和老师,有时也需要在家学习的帮助。少数人(45.4%)更愿意呆在家里,因为害怕感染家人。该研究为新常态下的年轻人推荐了一种有效而健康的教育连续性方法(少上课时间和在线学习)。
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引用次数: 1
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遥感信息
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