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2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA最新文献

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New Normal Concept in E-Learning Context: An Application of the Delone and Mclean Information System Model E-Learning语境下的新常态概念:Delone和Mclean信息系统模型的应用
B. Subaeki, K. Manaf, Djoko Pitoyo, Hayun Setiawan, Tia Sugiri, Asep Effendi
Based on statistics, the spread of the corona virus in Indonesia is increasing every day and is worrying. Several policies were taken by the Indonesian government in terms of preventing and reducing the number of sufferers of the corona virus. One of them is new normal. The policy will certainly have an impact, one of which is the process of learning activities carried out online or e-learning. Many platforms can be used as online learning media. Whatever the platform is, what is certain is that the learning process continues to be carried out, it is intended one of them is so that there is no decline in the quality of each student. The use of learning platform media is not necessarily accepted by all students. Some technical obstacles are internet network problems. Not to mention the problem of the system being used. Several models can be used to measure the success of information systems, especially in the context of the use of e-learning, the Delone and McLean models. The purpose of this study is to see how the successful implementation of e-learning systems as a learning mechanism in dealing with new normal situations. The results of the study showed that the construct of user satisfaction had the highest value compared to other constructs, namely 0.696. then the D&M model can be used as a reference for evaluating system implementation because the results of data analysis show all indicators have an average value> 0.70 (Cronbach’s Alpha).
根据统计数据,新冠病毒在印尼的传播每天都在增加,令人担忧。印度尼西亚政府在预防和减少冠状病毒患者人数方面采取了几项政策。其中之一是新常态。该政策肯定会产生影响,其中之一是在线或电子学习进行学习活动的过程。许多平台都可以作为在线学习媒体。无论平台是什么,可以肯定的是,学习过程会继续进行,其中一个目的是让每个学生的素质都不会下降。学习平台媒体的使用不一定被所有学生接受。一些技术障碍是互联网的网络问题。更不用说使用系统的问题了。有几个模型可以用来衡量信息系统的成功,特别是在使用电子学习的背景下,如德隆模型和麦克莱恩模型。本研究的目的是了解电子学习系统作为一种学习机制的成功实施是如何应对新常态的。研究结果显示,用户满意度构构相对于其他构构值最高,为0.696。那么D&M模型可以作为评价系统实施的参考,因为数据分析结果显示,所有指标的平均值> 0.70 (Cronbach’s Alpha)。
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引用次数: 3
Forgetting Factor Analysis of Least Squares Channel Estimation with Massive Number of Antennas for High-speed Railways 高速铁路海量天线最小二乘信道估计的遗忘因子分析
I. Zakia
The performance of the exponentially weighted least squares multiple input multiple output (MIMO) channel estimation for high-speed railways (HSR) is assessed where the base station employ massive number of antennas. The channel is Rician flat fading and its time-variation is modeled as a first order autoregressive (AR1) process. The channel estimation mean-square error (MSE) is calculated at the train for different forgetting factors, Doppler rates, and number of antennas. Under the assumption that the train has no apriori location knowledge, it is shown that the forgetting factor which results in a lower MSE is highly influenced by the number of antennas, but barely affected by the Doppler rate.
研究了高速铁路(HSR)中指数加权最小二乘多输入多输出(MIMO)信道估计的性能。信道是平坦衰落,其时变建模为一阶自回归过程。在列车上计算不同遗忘因子、多普勒速率和天线数的信道估计均方误差(MSE)。在假定列车没有先验位置知识的情况下,结果表明,导致列车MSE降低的遗忘因子受天线数的影响较大,而受多普勒速率的影响较小。
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引用次数: 0
[TSSA 2020 Front cover] [TSSA 2020封面]
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引用次数: 0
Design of Smart-Gate Based on Artificial Intelligence Possibly for COVID-19 Early Prevention at Public Area 基于人工智能的公共场所新型冠状病毒肺炎早期预防智能门设计
Dicky Dwi Putra, Mohammad Febriyanto, Muhammad Miqdad Nadra, W. Shalannanda, Elsa Ramadhani Firzal, A. Munir
Since early 2020, the world has been experiencing the impact of the Coronavirus Disease 2019 (COVID-19) pandemic. It has spread out to more than 200 countries including Indonesia. As of July 6, 2020, in Indonesia the number of people confirmed with COVID-19 was 64,958 people with 3,241 people declared dead. The spread of COVID-19 in Indonesia has occurred in various places, such as markets, stations, terminals, and worship places. The emergence of new government policy, namely the Adaptation of New Habits (New Normal), which aims to keep people productive and safe from COVID-19 during the pandemic, can backlash against people's productivity. Therefore, a solution in the form of Integrated COVID-19 Early Prevention Devices (INCEPS) in preventing the spread of COVID-19 at public area is proposed with artificial intelligence-based smart-gate and website integration. Here, the implementation of the proposed solution is in the form of smart gate design integrated with the INCEPS website to monitor community density in various places and to provide reminders for the public to more adhere in health protocols recommended by the government.
自2020年初以来,世界一直在经历2019冠状病毒病(COVID-19)大流行的影响。它已经蔓延到包括印度尼西亚在内的200多个国家。截至2020年7月6日,印度尼西亚确诊COVID-19人数为64958人,宣布死亡3241人。新冠病毒在印尼的传播发生在市场、车站、码头、礼拜场所等多个场所。政府出台的新政策,即适应新习惯(新常态),旨在保持人们的生产力,并在大流行期间免受COVID-19的侵害,可能会对人们的生产力产生反作用。为此,本文提出了一种基于人工智能的智能门与网站集成的新型冠状病毒早期预防集成设备(Integrated COVID-19 Early Prevention Devices, INCEPS)形式的解决方案,以防止新型冠状病毒在公共区域的传播。在这里,建议的解决方案的实施形式是智能门设计与INCEPS网站相结合,监测各地的社区密度,并提醒公众更多遵守政府推荐的健康协议。
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引用次数: 5
An Improved Wood Identification Accuracy Using Gaussian Pyramid and Laplacian Edge Detection Based on Android Smartphone 基于Android智能手机的高斯金字塔和拉普拉斯边缘检测提高木材识别精度
B. Sugiarto, M. R. Arifin, Riffa Haviani Laluma, E. Prakasa, Gunawansyah, Ade Geovania Azwar
Several studies have been carried out for the rapid wood identification process without eye observation of the wood anatomists. Computer vision is the first choice in this case so that the identification results are rapid and more accurate than the conventional method. Our previous research developed a method for wood identification using the Histogram of Oriented Gradient (HOG) feature extraction and Support Vector Machine (SVM) as a classifier on Android smartphones. This paper proposes an improved wood identification accuracy of the HOG method and SVM classifier by utilizing several methods on the image preprocessing i.e. the Gaussian pyramid and the Laplacian edge detection methods. The Gaussian pyramid is used to reduce the wood image into a smaller group of pixels to qualify size wood image in the extraction process without reducing the image quality. On the other hand, to clear and distinguish the pattern in the wood image, the Laplacian edge detection is used. In our experiments, wood images from five wood species were used i.e. Kembang Semangkok, Ketapang, Preparat Darat, Pinang, and Puspa. The result showed that each wood species have increased accuracy, precision, recall, and specificity. The lowest increment accuracy was for Pinang and Puspa species at 4.00% of accuracy and zero precision value is found in Puspa species. Furthermore, from five wood species, there was a significantly increased result so it is very useful for improving the result of identification using HOG descriptor and SVM Classifier.
在木材解剖学家没有眼睛观察的情况下,进行了几项快速木材识别过程的研究。在这种情况下,计算机视觉是首选,其识别结果比传统方法更快,更准确。我们之前的研究开发了一种在Android智能手机上使用定向梯度直方图(HOG)特征提取和支持向量机(SVM)作为分类器的木材识别方法。本文利用高斯金字塔和拉普拉斯边缘检测方法对图像进行预处理,提高了HOG方法和SVM分类器的木材识别精度。在不降低图像质量的前提下,利用高斯金字塔将木材图像分解为更小的像素组,从而在提取过程中限定木材图像的尺寸。另一方面,为了清除和区分木材图像中的图案,采用拉普拉斯边缘检测。实验采用了Kembang Semangkok、Ketapang、Preparat Darat、Pinang和Puspa五个树种的木材图像。结果表明,每种木材的准确度、精密度、召回率和特异性都有所提高。Pinang种和Puspa种的增量精度最低,为4.00%,Puspa种的增量精度为零。此外,在5种木材中,HOG描述符和SVM分类器的识别结果显著增加,这对提高HOG描述符和SVM分类器的识别结果非常有用。
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引用次数: 1
Design and Implementation of Planar Log Periodic Dipole Array Antenna for UHF Passive Coherent Location System 超高频无源相干定位系统中平面对数周期偶极子阵列天线的设计与实现
J. Suryana, M. Muslim
This paper is addressed to report the design and implementation of Planar Log Periodic Dipole Array (LPDA) antenna has been designed for implementation of Passive Coherent Location (PCL) at UHF-band. The proposed antenna is designed to capture TV audio signals at UHF frequencies From the measurement results, we can see that our LPDA prototyped has operating frequency is at 682 - 1600MHz with the smallest S11 value is -47,6dB. In addition, the VSWR value is less than 2 at frequency of 682 - 1600MHz. For PCL testing purposes, we have fabricated four LPDAs and integrated the to our UHF PCL systems with local TV stations as reference signals at Bandung. From the testing data results we conclude that UHF-band PCL using LPDAs success to detect the aircraft target both the bistatic range as well as the Doppler frequency.
为实现超高频无源相干定位(PCL),设计了平面对数周期偶极子阵列(LPDA)天线。从测量结果可以看出,LPDA样机的工作频率为682 ~ 1600MHz,最小S11值为- 476db。此外,在682 ~ 1600MHz的频率范围内,VSWR值小于2。为了测试PCL,我们制作了四个LPDAs,并将其集成到我们的UHF PCL系统中,并在万隆将当地电视台作为参考信号。从测试数据结果来看,超高频PCL利用lpda成功地探测了飞机目标的双基地距离和多普勒频率。
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引用次数: 0
Development of Portable Solar Power Plant Equipped with IoT Connectability 具有物联网连接能力的便携式太阳能电站的开发
Dicky Surya Dwi Putra, Abdurrauf Irsal, Muhammad Alif Mi’raj Jabbar, Adelia Kurniadi, A. Purwadi, A. Munir
It is well-known that the potential of solar energy in Indonesia is very high due to the location which is on the equator. The potential of solar energy based on the National Energy Council reaches 4.8-kilowatt-hours per square meter per day (kWH/m2/day). Therefore, portable solar power plants using photovoltaic have high possibility to be used as electricity sources in remote areas or as alternative energy when earthquakes and tsunamis occur. In this paper, the development of portable solar power plant is proposed with the capability to be connected to internet of things (IoT). The design specification of proposed portable solar power plant will depend on the electricity power required by the equipments. The use of components for realizing the proposed portable solar power plant must support the portability aspect. The realized portable solar power plant equipped with IoT connectability has demonstrated the output AC voltage of 224V at the frequency of 49.9Hz satisfying the electricity needs in remote areas or disaster-prone areas.
众所周知,由于地处赤道,印尼的太阳能潜力非常大。根据国家能源委员会的数据,太阳能的潜力达到每平方米每天4.8千瓦时(kWH/m2/day)。因此,利用光伏发电的便携式太阳能电站在偏远地区作为电力来源或在地震、海啸发生时作为替代能源的可能性很大。本文提出发展具有物联网连接能力的便携式太阳能电站。建议的便携式太阳能电站的设计规格将根据设备所需的功率而定。用于实现所提出的便携式太阳能发电厂的组件的使用必须支持便携性方面。所实现的具有物联网连接能力的便携式太阳能电站,其输出交流电压为224V,频率为49.9Hz,可满足偏远地区或灾害多发地区的用电需求。
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引用次数: 2
Network Slicing Algorithms Case Study:Virtual Network Embedding 网络切片算法案例研究:虚拟网络嵌入
D. Irawan, N. Syambas, A. A. Ananda Kusuma, E. Mulyana
In the 5G telecommunication network, one promising technique is network slicing. The network slicing technique enables infrastructure service providers to create end-to-end virtual networks from radio access network to the core network. This virtual network consists of abstracted functions and resources. One of the network slicing issues is how to efficiently allocate virtual network resources on the substrate network. This can affect network performance in general. Resource allocation is strongly influenced by algorithm and computation time in mapping virtual networks into substrate networks and it is important to note because this affects service quality and profit for infrastructure service providers. From several studies conducted by the authors, the problem of resource allocation in network slicing can be transformed into an optimization problem. The optimization problem in network slicing is known as virtual network embedding (VNE). In this report, the authors test the virtual network embedding algorithms of GRC, MCTS, and RL to compare profit gain for infrastructure service providers using long-term average revenue metrics and computation time in mapping virtual network allocation. It can be concluded that for profit the RL algorithm is 1% better than GRC and MCTS. Meanwhile, the computation time of the GRC algorithm is faster than MCTS and RL.
在5G通信网络中,一种很有前途的技术是网络切片。网络切片技术使基础设施服务提供商能够创建从无线接入网到核心网的端到端虚拟网络。这个虚拟网络由抽象的功能和资源组成。如何在基板网络上有效地分配虚拟网络资源是网络切片的一个重要问题。这通常会影响网络性能。在将虚拟网络映射到基板网络时,算法和计算时间对资源分配有很大影响,这一点值得注意,因为这会影响基础设施服务提供商的服务质量和利润。从作者的一些研究中可以看出,网络切片中的资源分配问题可以转化为优化问题。网络切片中的优化问题被称为虚拟网络嵌入(VNE)。在本报告中,作者测试了GRC、MCTS和RL的虚拟网络嵌入算法,使用长期平均收入指标和映射虚拟网络分配的计算时间来比较基础设施服务提供商的利润增长。结果表明,RL算法的收益比GRC和MCTS算法高1%。同时,GRC算法的计算速度比MCTS和RL快。
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引用次数: 4
Designing Information Security Governance Recommendations and Roadmap Using COBIT 2019 Framework and ISO 27001:2013 (Case Study Ditreskrimsus Polda XYZ) 使用COBIT 2019框架和ISO 27001:2013设计信息安全治理建议和路线图(案例研究Ditreskrimsus Polda XYZ)
Muhammad Yasin, Arry Akhmad Arman, I. J. M. Edward, W. Shalannanda
The use of technology has applied in all areas of Polri's duties. However, the use of this technology does not yet have a level of capability in information security management. For this reason, it is necessary to design recommendations and an ideal information governance roadmap based on COBIT 2019 and ISO/IEC 27001: 2013 concerning Information Security Management Systems (ISMS). The design is carried out based on six stages in the Design Science Research Methodology (DSRM) in the form of identify problems and motivate, define objects of a solution, design and development, demonstration, evaluation, and communication. By mapping ISO/IEC 27001: 2013 into COBIT 2019, 29 domains of the 2019 COBIT core model selected which became the basis for designing and assessing the level of information security management capability at Ditreskrimsus Polda XYZ. The formulation of recommendations considered the assessment results. It produced the model of organizational structure, human resources, and policies and procedures that must be applied to Ditreskrimsus Polda XYZ in the form of a roadmap starting in 2021-2025 in managing information security. This research contributes to producing an information security governance design.
技术的使用已应用于Polri职责的所有领域。然而,这种技术的使用在信息安全管理方面还没有达到一定的水平。因此,有必要基于COBIT 2019和ISO/IEC 27001: 2013设计关于信息安全管理系统(ISMS)的建议和理想的信息治理路线图。设计以设计科学研究方法论(DSRM)中的六个阶段为基础,以识别问题和激励、确定解决对象、设计和开发、演示、评估和沟通的形式进行。通过将ISO/IEC 27001: 2013映射到COBIT 2019,选择了2019 COBIT核心模型的29个领域,这些领域成为设计和评估Ditreskrimsus Polda XYZ信息安全管理能力水平的基础。建议的拟订考虑了评估结果。它产生了组织结构、人力资源、政策和程序的模型,这些模型必须以2021-2025年管理信息安全的路线图的形式应用于Ditreskrimsus Polda XYZ。本研究有助于生成信息安全治理设计。
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引用次数: 10
Expert System: Vertigo Disease Diagnosis with Backward Chaining Method 专家系统:用逆向链法诊断眩晕病
B. Subaeki, Shinta Getri Lovelina, Hanhan Hanafiah Solihin, S. Pitara, Ahmad Munandar, M. Sulaksmi
An expert system is a computer system that equals the decision-making ability of an expert. The aim is to transfer expertise or knowledge possessed by an expert poured into a computer application. Vertigo is not a common form of migraine or headache. Vertigo is a disease that causes the sufferer to feel a sudden spinning sensation inside or outside the head and the environment feels spinning. In this study using an expert system to diagnose vertigo which is classified based on damage to the vestibular system, namely Perifer and central vertigo. The process of diagnosis of the disease changes to the website where the user answers several questions raised by the system according to the symptoms felt by the user. The inference method used is the Backward Chaining method and data search using the Depth First Search method. This expert system is in the form of a website so that it can be easily accessed by users anytime and anywhere, this system is built with the Hypertext Preprocessor (PHP) programming language and MySql database. The system built is expected to be able to provide a conclusion based on the diagnosis based on the symptoms that have been answered, and provide information about the causes of the symptoms and solutions to treat the disease
专家系统是一个相当于专家决策能力的计算机系统。其目的是将专家拥有的专业知识或知识倾注到计算机应用程序中。眩晕不是偏头痛或头痛的常见形式。眩晕症是一种疾病,它会使患者感到头部内外突然旋转,周围环境也会感觉旋转。本研究采用专家系统对眩晕进行诊断,并根据前庭系统的损伤情况对眩晕进行分类,即中枢性眩晕和Perifer眩晕。疾病的诊断过程变成了网站,用户根据自己感觉到的症状回答系统提出的几个问题。使用的推理方法是向后链接方法和使用深度优先搜索方法的数据搜索。本专家系统采用网站的形式,使用户可以随时随地方便地访问,系统采用超文本预处理器(PHP)编程语言和MySql数据库构建。所构建的系统预计能够根据已回答的症状给出基于诊断的结论,并提供有关症状的原因和治疗疾病的解决方案的信息
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引用次数: 1
期刊
2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA
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