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Comparison of Optim, Nleqslv and MaxLik to Estimate Parameters in Some of Regression Models Optim、Nleqslv和MaxLik在某些回归模型参数估计中的比较
Pub Date : 2019-12-31 DOI: 10.25073/JAEC.201934.262
Buu-Chau Truong, Van-Buol Nguyen, Hoang-Vinh Truong, T. Ho
Our main goal in this article is to present the approaches and examples of three functions in R consist of optim, nleqslv and maxLik function to detect the optimization solution of the estimating function in the regression models. We then compare the results with numerous sample sizes (n=150, 300 and 500), the execution time of R code, as well as Normal Q Q plots of three approaches through some of regression models such as the zeroin ated Binomial (ZIB) regression model, logistic regression model, the zero-in ated Poisson (ZIP) regression model and the zero-in ated Bernoulli (ZIBer) regression model. Finally, we discuss potential research directions in the coming times.
本文的主要目的是介绍在R中使用optim、nleqslv和maxLik函数来检测回归模型中估计函数的最优解的方法和示例。然后,我们通过零位二项回归模型(ZIB)、逻辑回归模型、零位泊松(ZIP)回归模型和零位伯努利(ZIBer)回归模型等回归模型,将结果与不同样本量(n= 150,300和500)、R代码执行时间以及三种方法的正态Q Q图进行比较。最后,对今后的研究方向进行了展望。
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引用次数: 5
Full-Color III-Nitride Nanowire Light-Emitting Diodes 全彩iii -氮化纳米线发光二极管
Pub Date : 2019-12-31 DOI: 10.25073/jaec.201934.271
R. Velpula, B. Jain, H. Bui, H. Nguyen
III-nitride nanowire based lightemitting diodes (LEDs) have been intensively studied as promising candidates for future lighting technologies. Compared to conventional GaN-based planar LEDs, III-nitride nanowire LEDs exhibit numerous advantages including greatly reduced dislocation densities, polarization elds, and quantum-con ned Stark e ect due to the e ective lateral stress relaxation, promising high e ciency full-color LEDs. Beside these advantages, however, several issues have been identi ed as the limiting factors for further enhancing the nanowire LED quantum e ciency and light output power. Some of the most probable causes have been identi ed as due to the lack of carrier con nement in the active region, non-uniform carrier distribution, electron over ow, and the nonradiative recombination along the nanowire lateral surfaces. Moreover, the presence of large surface states and defects contribute signi cantly to the carrier loss in nanowire LEDs. Consequently, reported nanowire LEDs show relatively low output power. Recently, III-nitride core-shell nanowire LED structures have been reported as the most e cient nanowire white LEDs with a record high output power which is more than 500 times stronger than that of nanowire white LEDs without using core-shell structure. In this context, we will review the current status, challenges and approaches for the high performance IIInitride nanowire LEDs. More speci cally, we will describe the current methods for the fabrication of nanowire structures including top-down and bottom-up approaches, followed by characteristics of III-nitride nanowire LEDs. We will then discuss the carrier dynamics and loss mechanism in nanowire LEDs. The typical designs for the enhanced performance of III-nitride nanowire LEDs will be presented next. The color tunable nanowire LEDs with emission wavelengths in the visible spectrum, and phosphorfree nanowire white LEDs will be nally discussed.
基于氮化纳米线的发光二极管(led)作为未来照明技术的有前途的候选者已经被广泛研究。与传统的氮化镓基平面led相比,iii -氮化纳米线led具有许多优点,包括大大降低了位错密度、极化场和量子控制斯塔克效应,这是由于有效的横向应力弛豫,有望实现高效率的全彩led。然而,除了这些优点之外,还有几个问题被认为是进一步提高纳米线LED量子效率和光输出功率的限制因素。一些最可能的原因已被确定为由于在活性区域缺乏载流子连接,不均匀载流子分布,电子过低,以及沿纳米线侧表面的非辐射重组。此外,大表面态和缺陷的存在是导致纳米线led载流子损耗的重要原因。因此,纳米线led显示出相对较低的输出功率。最近,iii -氮化物核壳纳米线LED结构被报道为最先进的纳米线白光LED,具有创纪录的高输出功率,比不使用核壳结构的纳米线白光LED强500倍以上。在此背景下,我们将回顾高性能iiinride纳米线led的现状、挑战和方法。更具体地说,我们将描述目前纳米线结构的制造方法,包括自上而下和自下而上的方法,然后是iii -氮化物纳米线led的特性。然后我们将讨论纳米线led的载流子动力学和损耗机制。接下来将介绍iii -氮化物纳米线led的典型设计。最后讨论了发光波长在可见光谱内的颜色可调纳米线led和无磷纳米线白光led。
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引用次数: 6
Discrete Sliding Mode Control Design for Piezoelectric Actuator 压电驱动器的离散滑模控制设计
Pub Date : 2019-09-30 DOI: 10.25073/jaec.201933.254
Van Huynh-Van, T. Tran
Piezoelectric bimorph actuators have been employed in several applications. In this paper, the piezoelectric actuator is discretized and its hysteresis function is studied, then a digital sliding mode controller is designed. Furthermore, a perturbation estimation technique is applied and an observer is no longer needed. In addition, simulations are performed also using the traditional PID controller in order to validate the proposed controller scheme performance.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited. 
压电双晶片作动器已在许多应用中得到应用。本文对压电驱动器进行离散化,研究了其滞回函数,设计了数字滑模控制器。此外,采用了摄动估计技术,不再需要观测器。此外,为了验证所提出的控制器方案的性能,还使用传统的PID控制器进行了仿真。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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引用次数: 2
3D Human Pose Estimation in Vietnamese Traditional Martial Art Videos 三维人体姿态估计在越南传统武术视频
Pub Date : 2019-09-30 DOI: 10.25073/jaec.201933.252
T. Nguyen, Hung Le, Long Duong, C. Pham, Dung Lê
Preserving, maintaining and teaching traditional martial arts are very important activities in social life. That helps preserve national culture, exercise and self-defense for practitioners. However, traditional martial arts have many different postures and activities of the body and body parts are diverse. The problem of estimating the actions of the human body still has many challenges, such as accuracy, obscurity, etc. In this paper, we survey several strong studies in the recent years for 3-D human pose estimation. Statistical tables have been compiled for years, typical results of these studies on the Human 3.6m dataset have been summarized. We also present a comparative study for 3-D human pose estimation based on the method that uses a single image. This study based on the methods that use the Convolutional Neural Network (CNN) for 2-D pose estimation, and then using 3-D pose library for mapping the 2-D results into the 3-D space. The CNNs model is trained on the benchmark datasets as MSCOCO Keypoints Challenge dataset [1], Human 3.6m [2], MPII dataset [3], LSP [4], [5], etc. We final publish the dataset of Vietnamese's traditional martial arts in Binh Dinh province for evaluating the 3-D human pose estimation. Quantitative results are presented and evaluated.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.  
保存、维护和传授传统武术是社会生活中非常重要的活动。这有助于保护民族文化,锻炼和自卫的从业者。然而,传统武术有许多不同的姿势和活动的身体和身体部位是多样的。人体动作的估计仍然存在准确性、模糊性等问题。本文综述了近年来在三维人体姿态估计方面的研究成果。经过多年的统计整理,总结了人类360万数据集上这些研究的典型结果。我们还对基于单幅图像的三维人体姿态估计方法进行了比较研究。本研究基于卷积神经网络(CNN)进行二维姿态估计,然后利用三维姿态库将二维结果映射到三维空间的方法。cnn模型在MSCOCO Keypoints Challenge数据集[1]、Human 3.6m数据集[2]、MPII数据集[3]、LSP[4]、[5]等基准数据集上进行训练。我们最终发布了平定省越南传统武术的数据集,用于评估三维人体姿势估计。定量结果呈现和评估。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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引用次数: 5
On SOMA Parallelization with Android Devices 基于Android设备的SOMA并行化
Pub Date : 2019-09-30 DOI: 10.25073/jaec.201933.247
Michal Bukácek
Today's world is full of new, small, personal handhelds. They are called smartphones or tablets. The machines themselves always have less power than desktop computers or even mainframes which were left behind. Their computational power can be increased when they are joined together in a group and are addressing one common task. To check and demonstrate the possibility of the use of mobile devices being joined to a group, the SOMA algorithm was chosen. The well as known functions, for example; De Jong, Rosenbrock, Rastrigin or Schwefel will be used and their extremes (minimums) will be realized. The goal is to test the speed of these mobile devices to realize the extremes of more dimensional functions. The advantages and disadvantages of this swarm linking will be shown. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.
今天的世界充满了新的、小型的个人手持设备。它们被称为智能手机或平板电脑。这些机器本身的功率总是低于台式电脑,甚至是落后的大型机。当它们组合在一起处理一个共同的任务时,它们的计算能力可以得到提高。为了检查和演示移动设备加入组的可能性,选择了SOMA算法。例如,众所周知的函数;将使用De Jong, Rosenbrock, Rastrigin或Schwefel,并实现他们的极值(最小值)。目标是测试这些移动设备的速度,以实现更多维功能的极限。本文将展示这种群连接的优点和缺点。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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引用次数: 0
The Impacts of Red-emitting Mg2TiO4: Mn4+ Phosphor on Color Quality of Dual-layer Remote Phosphor Configuration 发红光Mg2TiO4: Mn4+荧光粉对双层远端荧光粉结构颜色质量的影响
Pub Date : 2019-09-30 DOI: 10.25073/jaec.201933.250
Hsiao-Yi Lee, P. X. Le, Doan Quoc Anh Nguyen
In terms of luminous flux, the remote phosphor structure is better than conformal structure or in-cup phosphor structure, however, this structure often has inferior color quality compared to the others. As a result, many studies have been conducted to nd a solution to the drawback mentioned above. In this research, we are after the same goal using WLEDs structure with color temperature of 5600 K and come to the conclusion that dual-layer phosphor structure can improve the color rendering index (CRI) and the color quality scale (CQS). The concept of the research is to place red phosphor layer Mg2TiO4:Mn4+ on a yellow phosphor layer YAG:Ce3+ and locate the concentration of Mg2TiO4:Mn4+ that allows the color quality to reach the highest value. The result shows that Mg2TiO4:Mn4+ benets CRI and CQS, more specifically, the addition of Mg2TiO4:Mn4+ in WLEDs boosts the red light component, thus, enhancing CRI and CQS. However, it is demonstrated through the application of Mie-scattering theory and Lambert-Beer law that when the concentration of Mg2TiO4:Mn4+ exceed the limit, it can harm the luminous flux of WLEDs. The result of this research is a valuable contribution to improving the techniques of manufacturing better WLEDs with higher white light quality.  This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.
在光通量方面,远端荧光粉结构优于共形荧光粉结构或杯内荧光粉结构,但这种结构的色彩质量往往不如其他结构。因此,已经进行了许多研究来寻找解决上述缺点的方法。在本研究中,我们采用色温为5600 K的wled结构,并得出双层荧光粉结构可以提高显色指数(CRI)和色质尺度(CQS)的结论。本研究的概念是将红色荧光粉层Mg2TiO4:Mn4+放置在黄色荧光粉层YAG:Ce3+上,并找到能使颜色质量达到最高值的Mg2TiO4:Mn4+浓度。结果表明,Mg2TiO4:Mn4+有利于wled的CRI和CQS,其中Mg2TiO4:Mn4+的加入提高了wled的红光成分,从而提高了CRI和CQS。然而,通过应用mie散射理论和Lambert-Beer定律证明,当Mg2TiO4:Mn4+浓度超过极限时,会对wled的光通量造成损害。这一研究结果对改进制造白光质量更好的wled的技术有重要贡献。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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引用次数: 2
Modal Kinetic Energy Change Ratio-based Damage Assessment of Laminated Composite Beams using Noisy and Incomplete Measurements 基于模态动能变化率的复合材料层合梁噪声和不完全损伤评估
Pub Date : 2019-09-30 DOI: 10.25073/jaec.201933.248
D. Dinh-Cong, Linh Vo-Van, Dung Nguyen-Quoc, T. Nguyen-Thoi
Modal kinetic energy (MKE) feature has been mostly employed for optimal sensor layout strategies; nevertheless, little attention is paid to use the feature to the field of structural damage detection. The article presents the extensive applicability of MKE change ratio (MKECR), a good damage sensitive parameter, to damage localization and quantification of laminated composite beams. The formulation of the parameter is based on the closed-form of element MKE sensitivity. The performance of the offered damage detection method is numerically verified by a clamped-clamped composite beam and a two-span continuous composite beam with different hypothetical damage scenarios. The influence of incomplete mode shapes, various noise levels as well as damage magnitudes on damage prediction results are also investigated. The obtained results from these numerical examples indicate that the offered method reliably localize the actually damaged elements and approximately estimate their severities, even under incomplete measurements at a high noise level.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited. 
模态动能(MKE)特征被广泛用于传感器布局优化策略;然而,将该特征应用到结构损伤检测领域的研究却很少。本文介绍了MKE变化率(mker)作为一种良好的损伤敏感参数,在层合组合梁损伤定位与量化方面的广泛适用性。该参数的表达式基于元件MKE灵敏度的封闭形式。通过不同假设损伤情景下的夹固组合梁和两跨连续组合梁的损伤检测,对所提出的损伤检测方法的性能进行了数值验证。研究了不完全模态振型、不同噪声水平和损伤大小对损伤预测结果的影响。数值算例结果表明,即使在高噪声水平下测量不完全的情况下,所提出的方法也能可靠地定位出实际损坏的构件,并对其严重程度进行近似估计。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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引用次数: 6
Swarm Inteligence in Virtual Environment 虚拟环境中的群体智能
Pub Date : 2019-06-30 DOI: 10.25073/JAEC.201932.242
Lukás Révay, I. Zelinka
To simulate some behavior of swarms, the malware was selected as a carrier of intelligence. This article describes the current solution which is fully virtual. This gives us a possibility to interfere environment and see how the improved malware will react. This common intention provides improvements related to docker images and also architectural that is related to code changes. Communication over network together with cooperation on particle level is a key part of this solution. Malware movements are the same as movements of swarm particles, which fully fit this requirement. Significance is also put on the swarming part, where the decision which swarms algorithm to utilize is crucial. The outcome from this work should be partly practical and theoretical related to environment setup, particles communication, movements and coordination which finally finishes in distributed denial of service (DDoS) coordinated attack via hypertext transfer protocol (HTTP) to some server. After this theoretical work, the practical simulation will be done to see if the swarm attack brings expected results. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.
为了模拟蜂群的某些行为,选择恶意软件作为智能载体。本文描述了目前完全虚拟的解决方案。这让我们有可能干扰环境,看看改进后的恶意软件将如何反应。这种共同的意图提供了与docker映像相关的改进,以及与代码更改相关的架构。网络通信和粒子级协作是该解决方案的关键部分。恶意软件的运动与群体粒子的运动相同,完全符合这一要求。在群算法部分也有重要意义,其中决定使用哪种群算法是至关重要的。本文的研究成果应该是与环境设置、粒子通信、运动和协调相关的部分实践和理论,最终完成通过超文本传输协议(HTTP)到某个服务器的分布式拒绝服务(DDoS)协同攻击。在完成理论工作后,将进行实际仿真,验证蜂群攻击是否能带来预期的效果。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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引用次数: 2
Enhanced Luminous Flux of White Led using Flat Dual-layer Remote Phosphor Configuration 利用平面双层远端荧光粉结构增强白光Led光通量
Pub Date : 2019-06-30 DOI: 10.25073/JAEC.201932.222
Doan Quoc Anh Nguyen, P. X. Le, Hsiao-Yi Lee
The luminous flux of two different dual-remote phosphor structures concluding flat dual-remote phosphor (FDRP) and concave dual-remote phosphor (CDRP) is compared in this paper. The outcomes demonstrate that the FDRP structure is more lucrative than the CDRP structure. The article additionally clears up that in CDRP structure, the distance between two phosphor layers (d1) and the distance between the phosphor layer with the LED surface (d2) enormously affect the optical properties. Moreover, the difference in d1 and d2 causes a dramatic variance in the scattering and absorption properties of the remote phosphor layer and hence hugely affects WLEDs' illumination ability and chromatic uniformity. In order to limit these problems, the correlated color temperature of WLEDs, which is essentially a gauge of how the chromaticity observed when a "black body" radiator is warmed to a foreordained temperature, should be balanced out at 8500K when d1 and d2 vary, requiring a suitable modification of the YAG:Ce3+ phosphor's concentration. When d1 = d2 = 0, the scattering and assimilation in the remote phosphor layer become lowermost, prompting the most reduced viability in both shading quality and iridescent transition, which is confirmed dependent on the unearthly impacts created when these two separations are not same. Then again, when d1 and d2 get bigger, so does the dispersing surface, and the mixing of the blue beams with yellow beams swings to be increasingly homogeneous. This gives the insignificant different white light yet can't achieve any enhancement for luminous flux. According to the researched results, the luminous flux reaches a peak at 1020 lm when d1 = 0.08 mm or d2 = 0.63 mm whereas the chromatic inhomogeneity hits the lowest point when d1 = 0.64 mm or d2 = 1.35 mm.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.
本文比较了两种不同的双远端荧光粉结构——平面双远端荧光粉和凹形双远端荧光粉的光通量。结果表明,FDRP结构比CDRP结构更有利可图。在CDRP结构中,两个荧光粉层之间的距离(d1)和荧光粉层与LED表面之间的距离(d2)对光学性能有很大的影响。此外,d1和d2的差异导致远端荧光粉层的散射和吸收特性发生巨大变化,从而极大地影响了wled的照明能力和色彩均匀性。为了限制这些问题,wled的相关色温,本质上是衡量当“黑体”散热器加热到预定温度时观察到的色度,当d1和d2变化时,应该在8500K下平衡,需要适当修改YAG:Ce3+荧光粉的浓度。当d1 = d2 = 0时,远端荧光粉层的散射和同化变得最低,导致遮阳质量和虹彩过渡的生存能力下降最多,这取决于这两种分离不相同时产生的非地球影响。然后,当d1和d2变大时,色散面也变大,蓝色光束和黄色光束的混合振荡变得越来越均匀。这使得白光的差别不大,但不能达到光通量的增强。根据研究结果,光通量达到峰值1020 lm当d1或d2 = = 0.08毫米0.63毫米而色不均匀性达到最低点时d1或d2 = = 0.64毫米1.35 mm.This是一个开放存取物品分布条件下的知识共享归属许可(http://creativecommons.org/licenses/by/4.0/),它允许无限制的使用,在任何介质分布和繁殖提供了最初的工作是正确的引用。
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引用次数: 4
Guided-mode Resonance Filter with Ultra-narrow Bandwidth over the Visible Frequencies for Label-free Optical Biosensor 无标签光学生物传感器可见光波段超窄带宽导模共振滤波器
Pub Date : 2019-06-30 DOI: 10.25073/JAEC.201932.233
P. T. Dang, K. Q. Le, Q. M. Ngo, H. Nguyen, T. Nguyen
A practical guided-mode resonance filter operating in the visible band of the electromagnetic spectrum is numerically designed in this paper. The filter provides high background transmission (>90%) with almost perfect reflection at resonance wavelengths of 623 nm and 641 nm for TE and TM modes, respectively. Our filter is also characterized by its sensitivity to incident angles, polarizations, and a refractive index of the surrounding environment which are utilized in practical applications such as tunable optical filters, imaging or detection. We show that the resonant transmission spectral response can be used for highly sensitive, a potential label-free refractive index biosensor having sensitivities of 90 nm/RIU and 103 nm/RIU, and figure of merits of 1.93 and 2.13 for TM and TE polarizations, respectively.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.
本文对工作在电磁波谱可见波段的实用导模谐振滤波器进行了数值设计。该滤波器提供高背景透射率(>90%),在TE和TM模式下分别在623 nm和641 nm的共振波长下具有几乎完美的反射。我们的滤光片还具有对入射角、偏振和周围环境折射率的敏感性,可用于可调光学滤光片、成像或检测等实际应用。研究表明,共振透射光谱响应可用于高灵敏度的无标记折射率生物传感器,其灵敏度为90 nm/RIU和103 nm/RIU, TM和TE极化的优点值分别为1.93和2.13。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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引用次数: 9
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