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2019 15th International Conference on Electronics, Computer and Computation (ICECCO)最新文献

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General Solutions of Consistent and Inconsistent Linear Equation Systems Via Maple 相容与不相容线性方程组的一般解
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043243
O. Gurbuz, Hatice Gurbuz, Isa Muslu
This paper furnishes a general solution about the linear equation system $boldsymbol{Ax}=boldsymbol{g}$. The analytic solutions to the problem of finding the vector $boldsymbol{x}$, from among the general solution set of the system if it is consistent, and from among the least squares solution set of the system if it is inconsistent, such that the norm of $boldsymbol{x}-boldsymbol{x}_{mathbf{0}}$ is minimum for a given vector $boldsymbol{x}_{mathbf{0}}$ are established. For inverse matrix of A, it is used generalized inverse (Moore-Penrose inverse) by using algorithm and Maple. Analytic results, we obtained are satisfied by using algorithm with numerical examples.
本文给出了线性方程组$boldsymbol{Ax}=boldsymbol{g}$的通解。对于给定向量$boldsymbol{x}_{mathbf{0}}$,求向量$boldsymbol{x}$的解析解,如果它是一致的,从系统的一般解集中求向量$boldsymbol{x}- $ boldsymbol{x}_ mathbf{0}}$的范数是最小的,如果它是不一致的,则从系统的最小二乘解集中求向量$boldsymbol{x}- $ boldsymbol{0}}$的解析解成立。对于A的逆矩阵,采用广义逆(Moore-Penrose逆),利用算法和Maple。通过数值算例,得到了满意的解析结果。
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引用次数: 0
The Prospect and Significance of Lifeline: An E-blood bank System 生命线的前景与意义:电子血库系统
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043193
Fauwzziyyah O. Umar, L. Ismaila, I. Umar
Despite the regulatory measures, effective blood transfusion services still remain sadly unavailable to one of the world’s poorest and dense populations. Among other African countries that fail to meet World Health Organization (WHO) blood requirement in recent years, Our Experience in Nigeria and other convincing remarks show that blood is not in good circulation, especially for the needy who are in most cases exploited and eventually faced with serious health challenges due to unsafe blood transfusion leading to deadly infections and consequently death and other times, blood is totally unavailable. In view of this, we proposed and implemented a working system of blood bank service which ensures patients get quick access to blood donors of any type whether volunteer donors, replacement donors (family or friends), or compensated donors, in each case, mutual interest is protected. This system is designed to thrive even in the remotest of areas and easy for both young and old because it adopts the use of Unstructured Supplementary Service Data or USSD code, Short Message Service (SMS) and free toll line which makes the system available for both online and offline database queries. Our initial results show that, if this system is fully implemented, effective blood transfusion services will be in quick improvement in Nigeria and by extension Africa.
尽管采取了监管措施,但令人遗憾的是,世界上最贫穷和人口密集的国家之一仍然无法获得有效的输血服务。在近年来未能满足世界卫生组织(世卫组织)血液需求的其他非洲国家中,我们在尼日利亚的经验和其他令人信服的言论表明,血液循环不佳,特别是对穷人来说,他们在大多数情况下受到剥削,并最终面临严重的健康挑战,因为不安全的输血导致致命的感染和死亡,而其他时候,血液完全不可用。鉴于此,我们提出并实施了血库服务工作制度,确保患者能够快速获得任何类型的献血者,无论是自愿献血者,替代献血者(家人或朋友),还是有偿献血者,在每种情况下,双方的利益都得到了保护。该系统的设计即使在最偏远的地区也能蓬勃发展,老少皆可,因为它采用了非结构化补充服务数据或USSD代码,短消息服务(SMS)和免费收费线路,使系统可以在线和离线查询数据库。我们的初步结果表明,如果这一系统得到全面实施,尼日利亚乃至非洲的有效输血服务将得到迅速改善。
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引用次数: 1
Analysis of Bad Roads Using Smart phone 利用智能手机分析不良道路
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043286
Muhammad Kabir Idris, Moussa Mahamat Boukar, Steve A. Adeshina
Developing nations are faced with a lot of bad roads with potholes of different debt ranges, the maintenance and rehabilitation process by government agencies is an ongoing effort that requires periodic bad road inventory to guarantee safety. Bad roads are either identified by government agency’s survey teams or individual who volunteer to report these conditions to the authorities. Our research provided a simple but effective solution to aid in automatically reporting bad roads using smart-phones through measuring the pavement profile based on the vibration of a moving vehicle. In this article, we will explain how we used some a smart-phone in reading the vibration pattern, GPS location, speed and direction of a vehicle that drives through a pothole, these parameters are periodically streamed to a cloud application. We used standard deviation to measure the level of dispersion around a segmented set of streamed vehicle vibration to identify potholes of different sizes, we also used Artificial Intelligence - supervised learning algorithm (classification) to reduce the false positive error rates due to human behaviors. The final results show a distinct vibration levels between small pot-holes, speed bumps and big pot-holes, these values are displayed on map application to visualize the geographical locations of these pot-holes (Google maps)
发展中国家面临着许多坑坑洼洼的不良道路,政府机构的维护和修复过程是一项持续的努力,需要定期对不良道路进行盘点,以确保安全。糟糕的道路要么由政府机构的调查小组确定,要么由自愿向当局报告这些情况的个人确定。我们的研究提供了一个简单但有效的解决方案,通过使用智能手机根据移动车辆的振动测量路面轮廓,帮助自动报告糟糕的道路。在这篇文章中,我们将解释我们如何使用智能手机来读取振动模式、GPS位置、车辆通过坑洞时的速度和方向,这些参数周期性地传输到云应用程序。我们使用标准偏差来衡量一组分段流车辆振动周围的分散水平,以识别不同大小的凹坑,我们还使用人工智能监督学习算法(分类)来减少由于人类行为导致的误报错误率。最终结果显示,小坑洞、减速带和大坑洞之间有明显的振动水平,这些值显示在地图应用程序上,以可视化这些坑洞的地理位置(谷歌地图)。
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引用次数: 5
Modelling And Realization of a Compact CPW Transmission Lines Using 3D Mmics Technology in ADS Momentum 基于三维mimics技术的紧凑型CPW传输线的建模与实现
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043289
H. Bello, O. Oyeleke, A. D. Usman, T. Bello, Idris Muhammad, O. S. Zakariyya
The two dimensional monolithic microwave integrated circuits (2D MMIC) are mainly implemented in a planar fashion and use microstrip design based technology. At microwave frequency and above, they would require a large amount of passive circuitry therefore occupying a great deal of space (area). Furthermore the 2D MMIC is associated with some disadvantages ranging from the use of very thin substrate which makes it less reliable, to very delicate substrate due to the use of via-hole technology, coupling issue and high cost due to large area it occupies. To solve these problems a three-dimensional multilayer technique 3D MMIC was used. The design of the 3D MMIC is based on coplanar waveguide (CPW), in this design the signal is protected by the two grounds on both side, the circuit becomes more compact, cost-effective and with improved performance. This research work was aimed at the design, modelling and investigation of a GaAs based multilayer compact 3D MMIC transmission line. Different transmission lines were designed and modelled using Agilent’s Advanced Design System (ADS) and their Sparameters were extracted using Electromagnetic (EM) simulator momentum.
二维单片微波集成电路(2D MMIC)主要采用平面方式和基于微带设计技术实现。在微波频率及以上,它们将需要大量的无源电路,因此占用大量的空间(面积)。此外,2D MMIC具有一些缺点,从使用非常薄的衬底,使其不太可靠,到由于使用过孔技术而非常精致的衬底,耦合问题以及由于占地面积大而导致的高成本。为了解决这些问题,采用了三维多层技术3D MMIC。三维MMIC的设计基于共面波导(CPW),在该设计中,信号由两侧的两个接地保护,电路变得更加紧凑,成本效益高,性能也得到了提高。本研究工作旨在设计、建模和研究一种基于砷化镓的多层紧凑型三维MMIC传输线。利用安捷伦先进设计系统(ADS)对不同的输电线路进行了设计和建模,并利用电磁(EM)模拟器动量提取了输电线路的参数。
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引用次数: 0
Review of Advances in Machine Learning Based Protein Secondary Structure Prediction 基于机器学习的蛋白质二级结构预测研究进展
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043234
M. Muhammad, R. Prasad, M. Fonkam, H. Umar
Protein secondary structure prediction plays a fundamental role in bioinformatics. Extracting valuable information from big biological data that can give an insight into understanding the 3-dimensional protein structure and later learn its biological function is quit challenging. In the past decade, many machine learning approaches have been applied in bioinformatics to extract knowledge from protein data. In this paper, a critical review on the recent development in machine learning based protein secondary structure prediction methods are presented. Next generation method (Deep learning) is also introduced to provide interested researchers with first-hand information on the future trend in this field. Although many approaches have yielded an appreciable prediction performance, machine learning approaches are far from fulfilling its potentials in biological research because of the difficulty in interpreting how particular model feature correlate with input features to yield that desired output in biological perspective. Therefore, this study has found that several further improvements are possible with the emergence of deep learning techniques.
蛋白质二级结构预测是生物信息学研究的基础。从大的生物数据中提取有价值的信息,从而深入了解三维蛋白质结构,并在随后了解其生物学功能,这是一项艰巨的任务。在过去的十年中,许多机器学习方法已经应用于生物信息学,从蛋白质数据中提取知识。本文对基于机器学习的蛋白质二级结构预测方法的最新进展进行了综述。介绍了下一代方法(深度学习),为感兴趣的研究人员提供了有关该领域未来趋势的第一手信息。尽管许多方法已经产生了可观的预测性能,但机器学习方法远未实现其在生物学研究中的潜力,因为很难解释特定模型特征如何与输入特征相关联以产生生物学角度所需的输出。因此,本研究发现,随着深度学习技术的出现,进一步的改进是可能的。
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引用次数: 0
Hydroelectricity In Nigeria: A Review Of The Associated Environmental Impact 尼日利亚水力发电:对相关环境影响的回顾
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043290
Godwin Aboi, Nyangwarimam Obadiah Ali, Ezechukwu Kalu Ukiwe, Sadiq Thomas, Omotayo Oshiga, D. B. Jonathan
Water makes up about seventy (70) percent of the universe. This singular statistic implies that water is readily available; hence it has been put to numerous uses for the betterment of the human race. Hydroelectricity generation is has many advantages, which includes its flexibility in use, low maintenance cost, and availability. Although hydroelectricity poses less climate risk when compared to other methods, the equipment and machinery used together with the dam constructed have several associated environmental hazards. The problems include loss of habitat, flooding, degradation of water quality, loss of aquatic life, shortage of water. If the Government does not address the prevailing dangers by enacting legislative policies, resettlement of people affected by those areas and through other social interventions, the effects will keep hitting harder on the communities to an extent that it may be uninhabitable [1]. This paper reviews the environmental impact of hydroelectricity generation in Nigeria. It talks about the benefits derived and various ways it affects our habitat. It also proposes ways of reducing these effects to maximize the positive potentials derived from this method of power generation.
水占宇宙的百分之七十。这个单一的统计数字意味着水很容易获得;因此,它被用于许多改善人类的用途。水力发电具有使用灵活、维护成本低、可利用性高等优点。尽管与其他方法相比,水力发电带来的气候风险较小,但与大坝建设一起使用的设备和机械却有一些相关的环境危害。这些问题包括栖息地的丧失、洪水、水质的退化、水生生物的丧失、水资源的短缺。如果政府不通过制定立法政策、重新安置受这些地区影响的人以及通过其他社会干预措施来解决目前存在的危险,这些影响将继续对社区造成更大的打击,直至可能无法居住[1]。本文综述了尼日利亚水力发电对环境的影响。它谈到了由此带来的好处以及它对我们栖息地的各种影响。它还提出了减少这些影响的方法,以最大限度地利用这种发电方法所产生的积极潜力。
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引用次数: 0
Epilepsy Detection Using Artificial Neural Network and Grasshopper Optimization Algorithm (GOA) 基于人工神经网络和Grasshopper优化算法的癫痫检测
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043226
Buhari U. Umar, M. B. Muazu, J. Kolo, J. Agajo, I. D. Matthew
Epilepsy affects about 1 % of the contemporary population and sternly reduces the wellbeing of its patients. It is a neurological disorder of the central nervous system that is usually characterized by sudden seizure. The possibility of detecting and predicting epileptic seizure has engrossed mankind already for over 35 years. One of the main tools in detecting and predicting the Epilepsy seizures are the Electroencephalograms (EEG), which record the brain activity by measuring the extracellular field potentials due to neuronal discharges. This EEG is quite difficult and complex to interpret even by an expert neurologist, even so, it is time-consuming, often challenging, sets in human error as well as delay in treatment. In this research, a hybrid classification model using Grasshopper Optimization Algorithm (GOA) and Artificial Neural Network (ANN) for automatic seizure detection in EEG is proposed called GOA-ANN approach. Nine parameters (mean value, variance value, Standard deviation value, energy value, entropy value and maximum value, RMS value, kurtosis and skewness) were extracted and used as the features to train the ANN classifiers. GOA was used for selecting the best features in order to obtain an effective EEG classification. In comparison with other research, the result was able to detect epilepsy and enhance the diagnosis of epilepsy with an accuracy of 98.4%. The research was also compared with Artificial Neural Network using Feed-Forward network, the result shows that GOA_ANN approach performed better.
癫痫影响约1%的当代人口,严重影响患者的福祉。它是一种中枢神经系统的神经紊乱,通常以突然发作为特征。检测和预测癫痫发作的可能性已经吸引了人类超过35年。脑电图(EEG)是检测和预测癫痫发作的主要工具之一,它通过测量神经元放电引起的细胞外场电位来记录大脑活动。即使是神经专家也很难解释这种脑电图,即使如此,它也很耗时,经常具有挑战性,会造成人为错误和治疗延误。本文提出了一种基于Grasshopper优化算法(GOA)和人工神经网络(ANN)的脑电癫痫发作自动检测混合分类模型,称为GOA-ANN方法。提取9个参数(均值、方差值、标准差值、能量值、熵值和最大值、均方根值、峰度和偏度)作为特征训练人工神经网络分类器。为了获得有效的脑电分类,采用GOA方法选择最佳特征。与其他研究相比,该结果能够检测癫痫,提高癫痫的诊断准确率,准确率为98.4%。研究还与采用前馈网络的人工神经网络进行了比较,结果表明GOA_ANN方法具有更好的性能。
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引用次数: 3
Towards the Development of Intelligent Insulin Injection Controller For Diabetic Patients 糖尿病患者胰岛素注射智能控制器的研制
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043247
A. P. Adedigba, A. R. Zubair, A. Aibinu, Steve A. Adeshina, Olumide Okubadejo, T. A. Folorunso
Diabetes Mellitus (DM) is a disease of the glucose-insulin regulatory system where the insulin producing beta-cells has been damaged thereby producing none to very little insulin leaving the body with no means of regulating glucose. DM has high socioeconomic costs because it needs long term monitoring and individual care to prevent or decrease complications. Uncontrolled or poorly controlled diabetes lead to evolution or development of microvascular and macrovascular complications. It has been shown that adequate or even tight glycaemic control can prevent or delay complications and finally can reduce these complications. One of this glycaemic control is insulin therapy, meanwhile, non-adherence to the therapy due to its sever pain is prevalent among patients. In this paper, a review of research efforts towards the development of automatic insulin injection from control engineering perspective is presented. The reviewed techniques are basically closed loop approach, which include PID controllers, Model Predictive Controllers and Adaptive Controller techniques using machine learning approaches.
糖尿病(DM)是一种葡萄糖-胰岛素调节系统的疾病,在这种疾病中,产生胰岛素的β细胞被破坏,从而无法产生胰岛素,使身体无法调节葡萄糖。糖尿病具有很高的社会经济成本,因为它需要长期监测和个人护理来预防或减少并发症。未控制或控制不良的糖尿病可导致微血管和大血管并发症的发生或发展。研究表明,适当甚至严格的血糖控制可以预防或延缓并发症的发生,并最终减少并发症的发生。胰岛素治疗是控制血糖的一种方法,但由于胰岛素治疗疼痛严重,导致患者不坚持胰岛素治疗的现象普遍存在。本文从控制工程的角度对胰岛素自动注射的研究进展进行了综述。回顾的技术基本上是闭环方法,包括PID控制器,模型预测控制器和使用机器学习方法的自适应控制器技术。
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引用次数: 0
A Reconfigurable Vivaldi Antenna with bandwidth control 带带宽控制的可重构维瓦尔第天线
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043265
Oyekele Olusenu, A. Obadiah, M. Hamid, Sadiq Thomas, I. Orikumhi, Omotayo Oshiga
This paper proposes a reconfigurable Vivaldi antenna with bandwidth control. The Vivaldi antenna is incorporated with two pairs of circular slot resonator for the purpose of switching. Pin diodes are used to switch ON/OFF the circular slot resonators one pair at a time. The bandwidth of the Vivaldi antenna can be controlled from a wideband (1. 08GHz to 3GHz) to two different narrower bandwidths at a fixed center frequency of 2. 6GHz. A DC biasing network is formed around the antenna to aid switching. The design is simulated in CST microwave studio using FR4 substrate and has been confirmed through fabrication and measurement in an anechoic chamber. This antenna is good for applications requiring bandwidth control such as Long Term Evolution (LTE).
提出了一种带带宽控制的可重构维瓦尔第天线。维瓦尔第天线集成了两对圆槽谐振器,用于切换。引脚二极管用于每次一对圆槽谐振器的开/关。维瓦尔第天线的带宽可以从宽带(1)控制。从08GHz到3GHz)到两个不同的更窄的带宽,固定的中心频率为2。6 ghz。在天线周围形成直流偏置网络以辅助开关。该设计在CST微波工作室采用FR4衬底进行了仿真,并通过暗室的制作和测量得到了验证。这种天线适用于需要带宽控制的应用,如长期演进(LTE)。
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引用次数: 1
Development Of Road Anomaly Data Transmission Using Ant Colony Optimization Algorithm in a Vehicle-To-Vehicle Communication 基于蚁群优化算法的车对车通信道路异常数据传输研究
Pub Date : 2019-12-01 DOI: 10.1109/ICECCO48375.2019.9043252
Muktar MT. Othman, Steve A. Adeshina, Moussa Mahamat Boukar
This study aim is to design a road anomaly transmission Algorithms using Ant Colony optimization (ACO) based Technique in a Vehicle-to-Vehicle (V2V) and Vehicle to Infrastructure (V2I) Communication. The developed VACO also uses the features of VANET to find out the optimal path by considering a minimum number of nodes and cost parameters, which provides information related to accidents, speed of neighbouring vehicle and weather to help users in making informed decisions. Vehicle routing protocol based on ACO (VACO) also ensures to mitigate issues by combining the reactive and proactive approach and considers the parameters affecting the Quality of Service (QoS) such as latency, bandwidth, and delivery ratio in evaluating the Algorithms.
本研究的目的是设计一种基于蚁群优化(ACO)技术的车辆对车辆(V2V)和车辆对基础设施(V2I)通信中的道路异常传输算法。开发的VACO还利用VANET的功能,通过考虑最小节点数量和成本参数来找到最佳路径,并提供与事故、相邻车辆速度和天气相关的信息,帮助用户做出明智的决策。基于蚁群算法的车辆路由协议(VACO)也通过被动和主动相结合的方式确保了问题的缓解,并在评估算法时考虑了延迟、带宽和交付率等影响服务质量(QoS)的参数。
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引用次数: 0
期刊
2019 15th International Conference on Electronics, Computer and Computation (ICECCO)
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