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Optimum Polarization Configuration of Planar Circular Patch MIMO Antenna 平面圆形贴片MIMO天线的最佳极化配置
Pub Date : 2022-02-26 DOI: 10.20895/infotel.v14i1.748
R. P. Astuti, Eva Lucky Wijaya, T. Yunita, H. H. Ryanu
Multiple Input Multiple Output (MIMO) is a key technology that plays an important role in achieving the 5G requirement due to its capability to increase channel capacity. However, the increase of channel capacity is influenced by several aspects such as mutual coupling. Many methods are done to decrease the mutual coupling effect such as polarization arrangement of the MIMO antennas. This study on the polarization arrangement of a circular patch MIMO antenna at 3.5 GHz was performed. Four elements of the MIMO antenna are arranged with several polarization configurations both in Co-Polarization and Cross-Polarization. Both simulation and measurement results showed that MIMO with Co-Polarization has a slightly wider bandwidth equal to 295.25 MHz compared to Cross-Polarization with a bandwidth of 274.63 MHz, due to better return loss performed by the former. However, from the mutual coupling perspective, it is observed that MIMO with Cross-Polarization can reduce the mutual coupling from -17.6676dB into -22.462 dB compared to Co-Polarization with the same element distance.
多输入多输出(MIMO)是一项关键技术,由于其能够增加信道容量,在实现5G需求方面发挥着重要作用。然而,信道容量的增加受到几个方面的影响,例如相互耦合。许多方法被用来减少相互耦合效应,例如MIMO天线的极化布置。对3.5GHz下圆形贴片MIMO天线的极化排列进行了研究。MIMO天线的四个元件被布置为具有共极化和交叉极化的几种极化配置。仿真和测量结果都表明,与带宽为274.63MHz的交叉极化相比,具有共极化的MIMO具有略宽的带宽,等于295.25MHz,这是由于前者具有更好的回波损耗。然而,从相互耦合的角度来看,与具有相同元件距离的共极化相比,具有交叉极化的MIMO可以将相互耦合从-17.6676dB降低到-22.462dB。
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引用次数: 0
Using Field Experiments to Analyze Changes in Electronic Data Capture Adoption Decisions 利用现场实验分析电子数据捕获采用决策的变化
Pub Date : 2022-02-26 DOI: 10.20895/infotel.v14i1.729
Irwan Susanto
Lacovou presented research results in a framework that describes the role of the determinants of technology, organization, and environment simultaneously influencing the innovation adoption decision-making process. The Lacovou framework is an extension study of the Tornatzky framework. Tornatzky's framework addresses three determinants that influence innovation adoption. Unfortunately, Lacovou did not present how the decision process took place. Decisions can be rational or irrational. Ajzen and several other studies defined rational decisions as decisions based on considered information or for a reason as. Previous research had not revealed empirically the rational calculation process in making innovation adoption decisions. Innovation adoption is someone's choice when he/she perceive the benefit and feel appropriate the innovation and will use or intend to use it. This study intends to reveal how the process of rational calculation in the decision-making adoption of innovations through the field experiment method. This study also reveals whether the decision of Small Medium Enterprises (SMEs) to adopt Electronic Data Capture (EDC) is rational. Research analysis using descriptive analysis method. The results show that the rational calculation process can be observed through the field experiment method. The shift in decisions represented by changes in the data on the number of subjects who make adoption decisions illustrate the rational calculation process. The results show that the decision of SMEs in adopting EDC is mostly rational. The yields of this field experiment- research was confirming Lacovou framework. The research illustrates the simulation of the effect of a combination of perceived benefits, organizational readiness, and environmental factors simultaneously  
拉科沃在一个框架中介绍了研究结果,该框架描述了技术、组织和环境的决定因素同时影响创新采用决策过程的作用。拉科沃框架是Tornatzky框架的延伸研究。Tornatzky的框架解决了影响创新采用的三个决定因素。不幸的是,拉科沃没有说明决定过程是如何进行的。决策可以是理性的,也可以是非理性的。Ajzen和其他几项研究将理性决策定义为基于考虑的信息或出于某种原因的决策。先前的研究没有实证揭示创新采用决策的理性计算过程。创新采纳是指当某人感知到创新的好处并觉得合适并将使用或打算使用创新时的选择。本研究旨在通过实地实验方法揭示创新决策采纳中的理性计算过程。本研究还揭示了中小企业采用电子数据采集(EDC)的决定是否合理。研究分析采用描述性分析方法。结果表明,通过现场试验方法可以观察到合理的计算过程。做出收养决定的受试者数量数据的变化所代表的决定的变化说明了合理的计算过程。结果表明,中小企业采用EDC的决策基本上是合理的。这一实地试验研究的成果证实了拉科沃的框架。这项研究同时说明了感知利益、组织准备和环境因素的组合效应的模拟
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引用次数: 0
An implementation of smart agriculture for optimizing growth using sonic bloom and IoT integrated 利用声波开花和物联网集成实现智能农业优化增长
Pub Date : 2022-02-26 DOI: 10.20895/infotel.v14i1.725
M. Galina, Cutifa Safitri, Iksan Bukhori, Arthur Silitonga, A. Suhartomo
This paper proposes the implementation of IoT-based agriculture monitoring with audio growth (sonic bloom) to optimize the growth of plants and harvest. Sonic bloom is a technology that combines high-frequency sound waves from living things, nature or music, and organic nutrients, which aims to make plants grow more optimally so that they can increase productivity. The method’s main advantage is implementing an innovative IoT monitoring hybrid with audio growth systems to boost the plantation growth and maximize the yield. Our experiment in 10 planters using chilies, has proven the proposed procedure. This work is backed up with literature studies of the audio growth (sonic bloom) in IoT technologies. To validate our findings, four parameters were measured through different sensors such as light sensors, temperature, humidity, and soil moisture. It was found that the proposed method can achieve significant results against the comparison in terms of plant heights and new sprouts for the harvest.
本文提出了基于物联网的农业监测与音频生长(声波开花)的实现,以优化植物的生长和收获。声波开花是一种将来自生物、自然或音乐的高频声波与有机营养物质相结合的技术,旨在使植物生长得更优化,从而提高生产力。该方法的主要优势是实现了一种创新的物联网监测混合系统和音频生长系统,以促进种植园的生长并最大限度地提高产量。我们在10个种植园中使用辣椒进行的实验已经证明了所提出的程序。这项工作得到了物联网技术中音频增长(音爆)的文献研究的支持。为了验证我们的发现,通过不同的传感器测量了四个参数,如光传感器、温度、湿度和土壤湿度。研究发现,与比较相比,所提出的方法在植株高度和收获新芽方面可以取得显著的结果。
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引用次数: 1
Performance of the K-Nearest Neighbors Method on Identification of Maize Plant Nutrients K近邻法在玉米植株营养成分鉴定中的应用
Pub Date : 2022-02-26 DOI: 10.20895/infotel.v14i1.735
B. K. Khotimah
Maize is one kind of commodity consumption in domestic as well as export that has high economic value. However, the low productivity is caused by the main factor, namely the decreased level of soil fertility, so that it has the same effect on crop yields. These problems require the application of technology with the K-Nearest Neighbor (KNN) method. The method of study is based on 17 signs of nutrient deficiencies with Minkowski distance calculation process, calculation of deficiency of soil nutrients based on the value of K determined. The test results of the research use K = 75 to get an accuracy of 92.40. Comparative analysis of the K-nearest neighbor (K-NN) and NB methods by looking for the closeness between the criteria for new cases and old case criteria based on the criteria for the closest cases. The results showed that the K-Nearest Neighbor (K-NN) Algorithm had a better accuracy value than NB.
玉米是国内外一种具有较高经济价值的商品消费品。然而,生产力低下是由主要因素造成的,即土壤肥力水平下降,因此对作物产量也有同样的影响。这些问题需要应用具有K-最近邻(KNN)方法的技术。该研究方法是基于17个养分缺乏迹象与Minkowski距离的计算过程,计算出土壤养分缺乏的K值。研究的测试结果使用K=75,得到了92.40的准确度。通过寻找新病例标准和基于最接近病例标准的旧病例标准之间的接近性,对K-最近邻(K-NN)和NB方法进行比较分析。结果表明,K-近邻(K-NN)算法具有比NB更好的精度值。
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引用次数: 3
Frequency Domain Analysis of MFCC Feature Extraction in Children’s Speech Recognition System 儿童语音识别系统中MFCC特征提取的频域分析
Pub Date : 2022-02-26 DOI: 10.20895/infotel.v14i1.740
Risanuri Hidayat
Abstract —The research on speech recognition systems currently focuses on the analysis of robust speech recognition systems. When the speech signals are combined with noise, the recognition system becomes distracted, struggling to identify the speech sounds. Therefore, the development of a robust speech recognition system continues to be carried out. The principle of a robust speech recognition system is to eliminate noise from the speech signals and restore the original information signals. In this paper, researchers conducted a frequency domain analysis on one stage of the Mel Frequency Cepstral Coefficients (MFCC) process, the Fast Fourier Transform (FFT), in children's speech recognition system. The FTT analysis in the feature extraction process determined the effect of frequency value characteristics utilized in the FFT output on the noise disruption. The analysis method was designed into three scenarios based on the value of the employed FFT points. The differences between scenarios were based on the number of shared FFT points. All FFT points were divided into four, three, and two parts in the first, second, and third scenarios, respectively. This study utilized children's speech data from the isolated TIDIGIT English digit corpus. As comparative data, the noise was added manually to simulate real-world conditions. The results showed that using a particular frequency portion following the scenario designed on MFCC affected the recognition system performance, which was relatively significant on the noisy speech data. The designed method in the scenario 3 (C1) version generated the highest accuracy, exceeded the accuracy of the conventional MFCC method. The average accuracy in the scenario 3 (C1) method increased by 1% more than all the tested noise types. Using various noise intensity values (SNR), the testing process indicates that scenario 3 (C1) generates a higher accuracy than conventional MFCC in all tested SNR values. It proves that the selection of specific frequency utilized in MFCC feature extraction significantly affects the recognition accuracy in a noisy speech.
摘要-目前对语音识别系统的研究主要集中在鲁棒性语音识别系统的分析上。当语音信号与噪音结合在一起时,识别系统就会分心,难以识别语音。因此,开发一个鲁棒的语音识别系统继续进行。鲁棒语音识别系统的原理是消除语音信号中的噪声,恢复原始信息信号。本文对儿童语音识别系统中Mel倒频系数(MFCC)处理的其中一个阶段——快速傅立叶变换(FFT)进行了频域分析。特征提取过程中的FTT分析确定了FFT输出中所利用的频率值特性对噪声干扰的影响。根据所使用的FFT点的值,将分析方法设计为三种场景。不同场景之间的差异基于共享FFT点的数量。在第一、第二和第三种情况下,所有FFT点分别分为四、三和两部分。本研究使用了来自TIDIGIT英语数字语料库的儿童语音数据。作为比较数据,噪声是人工添加的,以模拟现实世界的条件。结果表明,在MFCC设计的场景下使用特定的频率部分对识别系统的性能有影响,并且在有噪声的语音数据上影响比较显著。在场景3 (C1)版本中设计的方法产生的精度最高,超过了常规MFCC方法的精度。场景3 (C1)方法的平均准确度比所有测试的噪声类型提高了1%以上。使用不同的噪声强度值(SNR),测试过程表明,场景3 (C1)在所有测试的信噪比值上都比传统MFCC产生更高的精度。结果表明,MFCC特征提取中特定频率的选择对噪声语音的识别精度影响很大。
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引用次数: 0
Analysis of Greedy Perimeter Stateless Routing Protocol Network Simulation using Bird Flocking Algorithm 利用鸟群算法仿真贪婪周界无状态路由协议网络分析
Pub Date : 2022-02-26 DOI: 10.20895/infotel.v14i1.706
D. Perdana, Albion Apta Zaim, A. Hikmaturokhman, Ananda Irsyad, Nindy Ayu Marthaliana
The purpose of this study is to simulate the GPSR protocol network on NS3 using the bird flocking algorithm and to analyze the comparison of performance measurements obtained from the simulation results. The Greedy Perimeter Stateless Routing network was simulated using NS-3 in this simulation. The simulation area is created in length, width. The distance between nodes is 50 meters and is simulated in an area of 1000m x 300m for 30 seconds and 802.11 MAC protocol is used. This simulation was successfully implemented in finding the location of the nearest node using the GPSR protocol with the PSO / BFA algorithm. The number of nodes used in the simulation is 150 nodes and 2 nodes, so it can be concluded that the performance of Quality of Service (QoS) is greatly affected by the number of nodes and the algorithm used in the simulation.
本研究的目的是利用鸟群算法对NS3上的GPSR协议网络进行仿真,并对仿真结果得出的性能测量值进行对比分析。本文采用NS-3对贪婪周界无状态路由网络进行了仿真。模拟区域按长度、宽度创建。节点间距离为50米,在1000m × 300m范围内模拟30秒,采用802.11 MAC协议。该仿真成功地实现了基于PSO / BFA算法的GPSR协议中最近节点的定位。在模拟中使用的节点数量为150个节点和2个节点,因此可以得出,模拟中使用的节点数量和算法对服务质量(QoS)的性能影响很大。
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引用次数: 0
All-in-one computation vs computational-offloading approaches: a performance evaluation of object detection strategies on android mobile devices 一体化计算与计算卸载方法:android移动设备上对象检测策略的性能评估
Pub Date : 2021-12-09 DOI: 10.20895/infotel.v13i4.700
Muhammad Abdullah Rasyad, Favian Dewanta, Sri Astuti
Object detection gives a computer ability to classify objects in an image or video. However, high specified devices are needed to get a good performance. To enable devices with low specifications performs better, one way is offloading the computation process from a device with a low specification to another device with better specifications. This paper investigates the performance of object detection strategies on all-in-one Android mobile phone computation versus Android mobile phone computation with computational offloading on Nvidia Jetson Nano.  The experiment carries out the video surveillance from the Android mobile phone with two scenarios, all-in-one object detection computation in a single Android device and decoupled object detection computation between an Android device and an Nvidia Jetson Nano. Android applications send video input for object detection using RTSP/RTMP streaming protocol and received by Nvidia Jetson Nano which acts as an RTSP/RTMP server. Then, the output of object detection is sent back to the Android device for being displayed to the user. The results show that the android device Huawei Y7 Pro with an average FPS performance of 1.82 and an average computing speed of 552 ms significantly improves when working with the Nvidia Jetson Nano, the average FPS becomes ten and the average computing speed becomes 95 ms. It means decoupling object detection computation between an Android device and an Nvidia Jetson Nano using the system provided in this paper successfully improves the detection speed performance.
物体检测使计算机能够对图像或视频中的物体进行分类。然而,要获得良好的性能,需要高规格的器件。为了使低规格的设备性能更好,一种方法是将计算过程从低规格的设备卸载到另一个具有更好规格的设备。本文比较了在Nvidia Jetson Nano平台上进行计算卸载的情况下,目标检测策略在一体化安卓手机计算和安卓手机计算上的性能。本实验采用两种场景进行基于Android手机的视频监控,一种是在单个Android设备上进行一体化目标检测计算,另一种是在Android设备与Nvidia Jetson Nano之间进行解耦的目标检测计算。Android应用程序使用RTSP/RTMP流协议发送用于对象检测的视频输入,并由Nvidia Jetson Nano作为RTSP/RTMP服务器接收。然后,将对象检测的输出返回给Android设备显示给用户。结果表明,android设备华为Y7 Pro在使用Nvidia Jetson Nano时,平均FPS性能为1.82,平均计算速度为552 ms,显著提高,平均FPS变为10,平均计算速度变为95 ms。这意味着使用本文提供的系统将Android设备与Nvidia Jetson Nano之间的目标检测计算解耦,成功地提高了检测速度性能。
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引用次数: 1
Smart card security mechanism with dynamic key 智能卡安全机制与动态密钥
Pub Date : 2021-12-09 DOI: 10.20895/infotel.v13i4.652
N. Noprianto, V. N. Wijayaningrum
As a currently popular technology, the use of smart cards continues to increase in various fields and the rapid development of technology. Therefore, data security stored on a smart card needs to focus on avoiding misuse of data by unauthorized parties. However, it is not enough for the security mechanism to be carried out only during the communication process of sending data. Then, the mechanism for securing data on the smart card also needs to be done. In this study, a data security technique using dynamic keys is proposed by changing the key and access conditions on the smart card according to predetermined rules. Dynamic keys are a new mechanism proposed to authenticate smart cards using a different key on each card. This technique ensures that the keys used to access each smart card are different so that the risk of data duplication and modification threats can be minimized. In addition, this mechanism is a low-cost security privacy protection. The test results show that the data security technique using dynamic keys ensures that read and write access to the smart card can only be done if the keys match the rules.
智能卡作为一项目前比较流行的技术,在各个领域的应用不断增加,技术发展迅速。因此,存储在智能卡上的数据安全需要集中在防止数据被未经授权的人滥用。但是,仅在发送数据的通信过程中实施安全机制是不够的。然后,还需要完成保护智能卡上数据的机制。本文提出了一种基于动态密钥的数据安全技术,该技术根据预先确定的规则改变智能卡上的密钥和访问条件。动态密钥是一种使用不同密钥对智能卡进行身份验证的新机制。该技术确保用于访问每个智能卡的密钥是不同的,从而可以最大限度地降低数据复制和修改威胁的风险。此外,这种机制是一种低成本的安全隐私保护。测试结果表明,使用动态密钥的数据安全技术确保只有在密钥符合规则的情况下才能对智能卡进行读写访问。
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引用次数: 1
Designing a microcontroller-based half-duplex interface device drove by the touch-tone signal 设计了一种基于微控制器的按键信号驱动半双工接口器件
Pub Date : 2021-12-09 DOI: 10.20895/infotel.v13i4.712
Arief Goeritno, Ika Setyawibawa, Dwi Suhartono
The interface device for communicating (IDC) as a bridge for the merger between two different systems based on different protocols and standards can be made of several electronic modules. The two Arduino boards (UNO R3 and MEGA2560 R3) have been constructed as the electronic modules of a gateway become a haft-duplex IDC, and are driven by the touch-tone signal. The research objectives, i.e., assembling some of the hardware for the embodiment of the adapter system, making a program structure, and performing a test of the IDC system. The haft-duplex IDC has been carried out by integrating all components by wiring to form an embedded system. Then, programming the microcontroller modules based on the Arduino software is carried outin six stages. Finally, the simulation test with the provision of conditions is carried out and obtained of six conditions for (i) the circuit of ring detection, (ii) the circuit of voice-operated transmit, (iii) the circuit off/on the hook of the telephone module, (iv) the circuit of tone decoder, (v) dial-up telephone numbers via push buttons and switching IC circuits, and (vi) the circuits of voice recording and storage in the form to playback. The test's success with six conditions has been an indication that the microcontroller-based IDC system is functioning as expected. Completing, the conclusion, and recommendationsrelated to measurement on the various purposes and the real conditions for the half-duplex interface adapter can be implemented.
通信接口设备(interface device for communication, IDC)可以由多个电子模块组成,作为两个基于不同协议和标准的不同系统之间融合的桥梁。将两块Arduino板(UNO R3和MEGA2560 R3)构建为网关的电子模块,成为半双工IDC,由按键信号驱动。本研究的目标是,为适配器系统的实施例组装部分硬件,制作程序结构,并对IDC系统进行测试。半双工IDC是通过布线将所有组件集成成一个嵌入式系统来实现的。然后,基于Arduino软件对单片机模块进行了六个阶段的编程。最后,在提供条件的情况下进行了仿真测试,得到了(i)振铃检测电路、(ii)话音操作传输电路、(iii)电话模块开/挂电路、(iv)语音解码器电路、(v)通过按键和切换IC电路拨号电话号码、(vi)以回放形式录制和存储语音的电路等6个条件。测试在六个条件下的成功表明基于微控制器的IDC系统按预期运行。完成了对半双工接口适配器的各种用途和实际条件进行测量的相关结论和建议。
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引用次数: 6
Fuzzy based sensorless tracking controller on the dual-axis PV panel for optimizing the power production 基于模糊的双轴光伏板无传感器跟踪控制器优化发电
Pub Date : 2021-12-09 DOI: 10.20895/infotel.v13i4.738
B. Aprilia, M. Z. Romdlony, J. Raharjo, Yogi Ghifari Sidik
In general active sun trackers move because they respond to light sensors that measure the intensity of sunlight. However, sensor based trackers are usually more expensive than sensor less trackers. In addition, based on several studies, a comparison between sensor and sensorless based tracker only reports lower tracking error and higher power generation for sensor based than sensorless tracker but does not include an analysis of energy use on the sensor. Therefore, this study aims to design a sensorless closed loop tracking system for solar panels with two degrees of freedom. The tracking controller in this study is based on the Fuzzy Logic Controller (FLC) method. In this study, a dual-axis PV can increase power output by 20.2% compared to a fixed PV (0 ° axis position). This is because, in comparison to a fixed PV, dual axis PV adjusts the solar panel perpendicular to the sun's position to optimize electrical conversion.
一般来说,主动太阳跟踪器的移动是因为它们对测量阳光强度的光传感器做出反应。然而,基于传感器的跟踪器通常比无传感器的跟踪器更昂贵。此外,根据几项研究,基于传感器和基于无传感器的跟踪器之间的比较只报告了基于传感器的跟踪器比基于无传感器的跟踪器跟踪误差更小,发电量更高,但不包括对传感器能源使用的分析。因此,本研究旨在设计一种二自由度太阳能板无传感器闭环跟踪系统。本研究的跟踪控制器是基于模糊逻辑控制器(FLC)方法。在本研究中,与固定PV(0°轴位置)相比,双轴PV可以增加20.2%的功率输出。这是因为,与固定PV相比,双轴PV调整太阳能电池板垂直于太阳的位置,以优化电力转换。
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引用次数: 0
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