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IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-03-30 DOI: 10.23919/SAIEE.2022.9785544
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引用次数: 0
Low Complexity Deep Learning-Assisted Golden Code Sphere-Decoding with Sorted Detection Subsets 基于检测子集排序的低复杂度深度学习辅助金码球解码
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-03-30 DOI: 10.23919/SAIEE.2022.9785542
Bhekisizwe Mthethwa;Hongjun Xu
Golden code is a space-time block coding (STBC) scheme that has spatial multiplexing gain over the Alamouti STBC which is widely used in modern wireless communication standards. Golden code has not been widely adopted in modern wireless standards because of its inherent high detection complexity. However, detection algorithms like the sphere-decoding with sorted detection subsets (SD-SDS) have been developed to lower this detection complexity. Literature indicates that the SD-SDS algorithm has lower detection complexity relative to the traditional sphere-decoding (SD) algorithm, for all signal-to-noise ratio (SNR) values. The SD-SDS algorithm exhibits low detection complexity at high SNR; however, at low SNR the detection complexity is higher. We propose a deep neural network (DNN) aided SD-SDS algorithm (SD-SDS-DNN) that will lower the Golden code's SD-SDS low SNR detection complexity, whilst maintaining the bit-error-rate (BER) performance. The proposed SD-SDS-DNN is shown to achieve a 75% reduction in detection complexity relative to SD-SDS at low SNR values for 16-QAM, whilst maintaining the BER performance. For 64-QAM, the SD-SDS-DNN achieves 99% reduction in detection complexity relative to the SD-SDS at low SNR, whilst maintaining the BER performance. The SD-SDS-DNN has also shown to achieve low detection complexity comparable to that of the Alamouti linear maximum likelihood (ML) detector for a spectral efficiency of 8 bits/s/Hz. For a spectral efficiency of 12 bits/s/Hz, the SD-SDS-DNN achieves a detection complexity that is 90% lower than the Alamouti linear ML detector.
 摘要——Golden码是一种空时分组编码(STBC)方案,它比现代无线通信标准中广泛使用的Alamouti STBC具有空间复用增益。金码由于其固有的高检测复杂度,尚未在现代无线标准中被广泛采用。然而,已经开发了像具有排序检测子集的球体解码(SD-SDS)这样的检测算法来降低这种检测复杂度。文献表明,对于所有信噪比(SNR)值,与传统的球面解码(SD)算法相比,SD-SDS算法具有较低的检测复杂度。SD-SDS算法在高信噪比下具有较低的检测复杂度;然而,在低SNR下,检测复杂度更高。我们提出了一种深度神经网络(DNN)辅助的SD-SDS算法(SD-SDS-DNN),该算法将降低Golden码的SD-SDS-低SNR检测复杂性,同时保持误码率(BER)性能。在16-QAM的低SNR值下,所提出的SD-SDS-DNN相对于SD-SDS实现了75%的检测复杂度降低,同时保持了BER性能。对于64-QAM,相对于低SNR下的SD-SDS,SD-SDS-DNN实现了99%的检测复杂度降低,同时保持了BER性能。SD-SDS-DNN还被证明实现了与Alamouti线性最大似然(ML)检测器相比的低检测复杂度,用于8比特/s/Hz的频谱效率。对于12比特/s/Hz的频谱效率,SD-SDS-DNN实现了比Alamouti线性ML检测器低90%的检测复杂度。
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引用次数: 0
Applied Quasi-Distributed Fibre Bragg Grating Strain Sensors in Structural Damage Sensing of a Bridge Structure 准分布式光纤光栅应变传感器在桥梁结构损伤检测中的应用
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-03-30 DOI: 10.23919/SAIEE.2022.9785541
P. Banda;M. Della Tamin;J. Meyer
Bridge structural decay is a prevalent problem around the world. Consequently, most structurally deficient bridges are characterized by unknown levels of damage, which impose high socio-economic risks to society. To address these concerns, this study is aimed at determining how to accurately sense the damage present in a bridge structure. Owing to the pitfalls of conventional sensing technologies and the complexities associated with civil structure instrumentation, the use of fibre optics sensors is found to be relevant for this study. While the employment of quasi distributed fibre Bragg grating strain sensors is not a relatively new concept, research is still necessary for their effective deployment in structural damage monitoring systems. A proof of concept for the developed sensing system is primarily simulated and thereafter demonstrated in the laboratory through a series of strain measurements tests conducted on a reinforced concrete slab. The experimental set-up consisted of a serial array of five wavelength division multiplexed fibre Bragg grating sensors, which were coupled with swept wavelength laser scanning technology. The experimental sensing resolution of less than 0.5 με was achieved. Structural damage information was extracted from the measured multipoint flexural strains, using our developed macro-modal strain ratio cross correlation algorithm. Alternatively, to simulate our sensor system response, vibration field tests, and finite element analysis were conducted on the Beatrice Bridge in Zimbabwe. Therefore, this paper presents the simulation and experimental results of a simulated and designed structural damage sensing system, based on quasi-distributed fibre Bragg grating strain sensors.
--桥梁结构腐朽是世界各地普遍存在的问题。因此,大多数结构缺陷的桥梁的特点是破坏程度未知,这给社会带来了很高的社会经济风险。为了解决这些问题,本研究旨在确定如何准确感知桥梁结构中存在的损伤。由于传统传感技术的缺陷和民用结构仪器的复杂性,光纤传感器的使用与本研究相关。虽然采用准分布式光纤布拉格光栅应变传感器并不是一个相对较新的概念,但仍有必要对其在结构损伤监测系统中的有效部署进行研究。主要模拟开发的传感系统的概念验证,然后通过在钢筋混凝土板上进行的一系列应变测量测试在实验室中进行演示。实验装置由五个波分复用光纤布拉格光栅传感器的串行阵列组成,这些传感器与扫频激光扫描技术相耦合。实现了小于0.5με的实验传感分辨率。使用我们开发的宏模态应变比互相关算法,从测量的多点弯曲应变中提取结构损伤信息。或者,为了模拟我们的传感器系统响应,在津巴布韦的Beatrice大桥上进行了振动场测试和有限元分析。因此,本文给出了基于准分布式光纤布拉格光栅应变传感器的结构损伤传感系统的仿真和实验结果。
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引用次数: 2
Measurement-based load parameter modelling for technical and tariff studies of medium voltage feeders 中压馈线技术和电价研究中基于测量的负荷参数建模
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-03-30 DOI: 10.23919/SAIEE.2022.9785540
Johannes L. Buys;Charles T. Gaunt
Transformation in the South African power sector and new load patterns necessitated a review of load models used for financial, technical and tariff analysis. This pilot study took advantage of available data of customer measurements on medium Voltage (MV) feeders in Eskom's database. Load models with distinct profiles for typical days were developed for non-overlapping customer classes using a set of coherent parameters derived from MV chronological load profiles and the k-means algorithm. The results suggested that two profiles can be used to for summer and two profiles can be used for winter instead of using 365 hourly profiles for simulations. The results also reveal that load classification can be improved when the parameters are directed towards specific objectives, and also when the k-means algorithm is supervised using exogenous (external) parameters of loads. A comparison of the results to the economic activity class suggests that there are sub-clusters identifiable within the economic classes. The proposed process is practical, implementable with available data and suitable for various studies on MV networks.
--南非电力部门的转型和新的负荷模式需要对用于财务、技术和电价分析的负荷模型进行审查。这项试点研究利用了Eskom数据库中客户对中压(MV)馈线测量的可用数据。使用一组从MV时间负荷分布和k-means算法导出的一致参数,为非重叠客户类别开发了具有典型天数不同分布的负荷模型。结果表明,夏季可以使用两个剖面,冬季可以使用两种剖面,而不是使用365小时剖面进行模拟。结果还表明,当参数指向特定目标时,以及当使用负载的外生(外部)参数监督k均值算法时,可以改进负载分类。将结果与经济活动类别进行比较表明,在经济类别中存在可识别的子集群。所提出的过程是实用的,可利用现有数据实施,适用于MV网络的各种研究。
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引用次数: 1
Editors and reviewers 编辑和评审
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-03-30 DOI: 10.23919/SAIEE.2022.9785538
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引用次数: 0
Using blinds, day-lighting, and geyser temperature settings to reduce electricity consumption and pricing patterns in energy-efficient buildings 在节能建筑中使用百叶窗、日光照明和间歇泉温度设置来减少电力消耗和价格模式
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-01-27 DOI: 10.23919/SAIEE.2022.9695422
Godwin Norense Osarumwense Asemota;Nelson M. Ijumba
Depending on the building architecture, usage, and energy consumption patterns, over US$ 60 billion was expended annually on electric lighting in commercial buildings. Therefore, the paper focuses on the development of energy-efficient buildings that minimize energy consumption through integrated energy-efficient design processes. This can serve as a practical guide to design buildings that can lower the energy requirements and a strategy to reduce energy consumption. In this study, predictive analytics were used to examine how blinds, daylighting, and geyser temperature settings can reduce electricity consumption and pricing patterns. A panel of expert judges was used to validate the 5-point Likert scale residential electricity load management questionnaire used to gather survey data for the statistical analysis in a Windhoek suburb, Namibia. The main goal of this study was to investigate how blinds, day-lighting, and geyser temperature settings can be used to save energy, reduce electricity consumption, and costs for sustainable growth and development. The results from this investigation indicate a perfect Gaussian histogram of 15 electricity price jumps confirming 15 four-way stepwise interaction effects. Optimal 0.5 Quetelet curve index offers average citizen energy efficiency awareness, education, and behavior modification for affordable electricity. Females generally set hotter geyser temperatures and are higher energy consumers. Blinds reduce electricity consumption by 50% in summer, 25% in winter, and day-lighting by 25%. These were the least cost and optimal solutions to the rising electricity consumption and pricing patterns problem. Adopting the findings or the outcomes of this paper could provide more optimal and sustainable energy consumption thereby reducing pressure on the power grid.
根据建筑结构、用途和能源消耗模式,每年在商业建筑的电气照明上的支出超过600亿美元。因此,本文的重点是开发节能建筑,通过集成的节能设计过程将能耗降至最低。这可以作为设计能够降低能源需求的建筑的实用指南和减少能源消耗的策略。在这项研究中,预测分析被用于研究百叶窗、采光和间歇泉温度设置如何降低电力消耗和定价模式。一个专家法官小组被用来验证5点Likert量表住宅电力负荷管理问卷,该问卷用于收集调查数据,用于纳米比亚温得和克郊区的统计分析。这项研究的主要目标是研究如何使用百叶窗、日间照明和间歇泉温度设置来节省能源、减少电力消耗以及可持续增长和发展的成本。这项调查的结果表明,15个电价跳跃的完美高斯直方图证实了15个四向逐步相互作用效应。最佳0.5 Quetelet曲线指数提供了普通公民对负担得起的电力的能效意识、教育和行为调整。雌性通常设定更高的间歇泉温度,是更高的能源消耗者。百叶窗在夏季可减少50%的电力消耗,在冬季可减少25%,白天照明可减少25%。这些是解决不断增长的电力消耗和定价模式问题的成本最低且最优的解决方案。采用本文的发现或结果可以提供更优化和可持续的能源消耗,从而减轻电网压力。
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引用次数: 1
Personal Information Two-dimensional Code Encryption Technology in the Process of E-commerce Logistics Transportation 电子商务物流运输过程中的个人信息二维码加密技术
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-01-27 DOI: 10.23919/SAIEE.2022.9695425
Ju Ouyang;Xianping Chen
The popularity of the Internet has given birth to e-commerce and promoted the development of logistics industry. Traditional logistics is frail in personal information confidentiality, and it is easy to leak privacy information in the process of logistics. This paper briefly introduced the channels of privacy information disclosure in the process of e-commerce logistics and the privacy information encryption system based on two-dimensional code. Then, the privacy protective effect of the system was tested on the laboratory server. The results showed that mobile terminals with different permissions only obtained some necessary logistics information within their respective permissions in the normal process; the mobile terminals distinguished two-dimensional codes that did not belong to express mails, and only meaningless error codes were obtained after the mobile terminal without permissions scanned the code in the abnormal process. In conclusion, the encryption technology of personal information based on two-dimensional code can effectively protect the privacy information in the process of logistics.
互联网的普及催生了电子商务,促进了物流业的发展。传统物流的个人信息保密性较弱,在物流过程中容易泄露隐私信息。本文简要介绍了电子商务物流过程中隐私信息泄露的渠道以及基于二维码的隐私信息加密系统。然后,在实验室服务器上测试了系统的隐私保护效果。结果表明,不同权限的移动终端在正常过程中仅获得了各自权限范围内的一些必要的物流信息;移动端识别不属于快递邮件的二维码,在异常过程中,无权限的移动端扫描二维码后得到的都是无意义的错误码。综上所述,基于二维码的个人信息加密技术可以有效地保护物流过程中的隐私信息。
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引用次数: 1
Software validation of optimal bidirectional composite conductor design with applications 双向复合导体优化设计的软件验证及应用
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-01-27 DOI: 10.23919/SAIEE.2022.9695424
Godwin Norense Osarumwense Asemota;Nelson M. Ijumba
The ever-increasing electricity consumption patterns worldwide and the very many drivers of load growth have placed heavy burdens on new and existing power supply infrastructures, globally. The measurement of standards of living based on the quantity and quality of electricity consumed has further exacerbated power systems transmission network problems. Software validation of optimal bidirectional composite conductor designs, which carry very high currents at high temperatures, vertically and horizontally in tandem, attempt to provide solutions to the above problems. Composites comprising a conductor and insulating material strips in which the density approaches the minimum conducting area and satisfies Laplace's equation was considered. The variational problem was homogenized and polyconvexified using Lagrange multipliers and Green's identity, while the Hessian was used to relax the minimized characteristic function for convexification. The results indicate materials and costs optimization. Both the horizontal and vertical currents were equal, without hotspots or irregular power transfer problems in the composite conductor matrix. The vertical and horizontal gradients along the composite were equal and optimal, and their respective directions of highest change were uniform along their lines of equal energy. The conductor materials occupied about two-thirds area of composite. The high-temperature low-sag cable is light in weight, strong, and bendable. Its larger diameter reduces corona effects, which makes it useful for voltages beyond 300 kV and can minimize the incidence of power blackouts, globally.
摘要-全球不断增长的电力消费模式和负载增长的许多驱动因素给全球新的和现有的电力供应基础设施带来了沉重的负担。以用电量的数量和质量来衡量生活水平,进一步加剧了电力系统和输电网络的问题。最佳双向复合导体设计的软件验证,在高温下,垂直和水平串联携带非常大的电流,试图为上述问题提供解决方案。考虑由导体和绝缘材料条组成的复合材料,其密度接近最小导电面积并满足拉普拉斯方程。利用拉格朗日乘子和格林恒等式对变分问题进行齐次化和多凸化,并利用Hessian松弛最小化特征函数进行凸化。结果表明,材料和成本的优化。在复合导体矩阵中,水平和垂直电流相等,没有热点和不规则的功率传输问题。垂直梯度和水平梯度沿复合材料方向相等且最优,其最大变化方向沿等能量线一致。导体材料约占复合材料面积的三分之二。高温低垂电缆重量轻、强度高、可弯曲。其较大的直径减少了电晕效应,这使得它在超过300千伏的电压下很有用,并且可以最大限度地减少全球停电的发生率。
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引用次数: 0
Terrestrial Free Space Optical Communication Systems Availability based on Meteorological Visibility Data for South Africa 基于南非气象能见度数据的地面自由空间光通信系统可用性
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-01-27 DOI: 10.23919/SAIEE.2022.9695423
Olabamidele O. Kolawole;Thomas J. O. Afullo;Modisa Mosalaosi
In spite of the numerous advantages of employing free space optical (FSO) communication systems as viable complementary platforms for next-generation networks, the presence of atmospheric disturbances such as fog and scintillations are major sources of signal impairment which degrade system performance. Consequently, it becomes imperative to investigate and contextualize the unique climatic conditions in those locations where FSO links are to be deployed. Statistical evaluation of meteorological visibility data collected for various cities in South Africa is thus hereby employed in estimating the availability performance of FSO links transmitting at both 850 nm and 1550 nm. It is determined that the cities of Mbombela and Cape Town have the lowest performance due to the high occurrence of fog events as compared to other regions in South Africa. During foggy periods, FSO links in Mbombela and Cape Town would have availabilities of ∼99.6% for link distances of 500 and 600 metres, respectively. The bit error rate (BER) estimations of intensity modulation and direct detection (IM/DD) FSO links in the presence of weak atmospheric turbulence were also investigated for the identified locations during foggy weather; with the cities of Mafikeng and Kimberley showing the lowest BER performances because of their high wind velocities, altitudes and refractive index values. In order to obtain a BER of 10−6, receive signal-to-noise ratio (SNR) values ranging from ~46 to ~51 dB are required for FSO links deployed for data transmission in the various cities investigated in this work.
 摘要——尽管使用自由空间光学(FSO)通信系统作为下一代网络的可行补充平台具有许多优点,但雾和闪烁等大气扰动的存在是降低系统性能的信号损伤的主要来源。因此,必须调查和了解FSO链路部署地点的独特气候条件。因此,在估计在850nm和1550nm下传输的FSO链路的可用性性能时,采用了对南非各个城市收集的气象能见度数据的统计评估。据确定,与南非其他地区相比,由于雾事件发生率高,姆本贝拉和开普敦的表现最低。在雾期,对于500米和600米的链路距离,Mbombela和开普敦的FSO链路的可用性分别为~99.6%。在弱大气湍流存在的情况下,还研究了雾天气期间识别位置的强度调制和直接检测(IM/DD)FSO链路的误码率(BER)估计;马菲肯和金伯利城市由于其高风速、高海拔和折射率值而显示出最低的BER性能。为了获得10-6的BER,在本工作中调查的各个城市中,部署用于数据传输的FSO链路需要范围从~46到~51dB的接收信噪比(SNR)值。
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引用次数: 3
Editors and reviewers 编辑和审稿人
IF 1.4 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-01-27 DOI: 10.23919/SAIEE.2022.9695420
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引用次数: 0
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SAIEE Africa Research Journal
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