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2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)最新文献

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Detecting Port Scan Attacks Using Logistic Regression 使用逻辑回归检测端口扫描攻击
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668562
Q. A. Al-Haija, Eyad Saleh, Mohammad M. Alnabhan
{"title":"Detecting Port Scan Attacks Using Logistic Regression","authors":"Q. A. Al-Haija, Eyad Saleh, Mohammad M. Alnabhan","doi":"10.1109/ISAECT53699.2021.9668562","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668562","url":null,"abstract":"Port scanning attack is a common cyber-attack where an attacker directs packets with diverse port numbers to scan accessible services aiming to discover open/weak ports in a network. Hence, several detection/prevention techniques were developed to frustrate such cyber-attacks. In this paper, we propose a new inclusive discovery scheme that evaluate five supervised machine learning classifiers, including logistic regression, decision trees, linear/quadratic discriminant, naïve Bayes, and ensemble boosted trees. We compared the performance of these models via detection accuracy using a contemporary dataset for port scanning attacks (PSA-2017). As a result, the best performance results have recorded for logistic regression based detection scheme with 99.4%, 99.9%, 99.4%, 99.7%, and 0.454 µSec registered for accuracy, precision, recall, F-score, and detection overhead. Lastly, the comparison with existing models exhibited the proficiency and advantage of our model with enhanced attack discovery speed.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121282329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
Experimental Evaluation of Fuzzy-Sliding Mode Control Applied to A Single Phase VSI For Photovoltaic Application 光伏单相VSI模糊滑模控制的实验评价
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668477
K. Chigane, M. Ouassaid
{"title":"Experimental Evaluation of Fuzzy-Sliding Mode Control Applied to A Single Phase VSI For Photovoltaic Application","authors":"K. Chigane, M. Ouassaid","doi":"10.1109/ISAECT53699.2021.9668477","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668477","url":null,"abstract":"This study investigates a Fuzzy-Sliding mode control (Fuzzy-SMC) scheme for a single-phase Voltage Source Inverter (VSI) interfacing a photovoltaic (PV) system. The suggested controller is developed to control the real and reactive power in a robust and smooth way and deal with the system parameter uncertainties and external disturbances. The stability of the obtained control laws is proved according to Lyapunov stability criterion. The effectiveness of the adopted strategy is validated through an experimental verification using a Dspace 1104 real-time implementation board. The experimental results, under different load levels, demonstrate that the Fuzzy-SMC provides enhanced transient performance and lower Total Harmonic Distortion (THD) of the output current and voltage in comparison with SMC.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123106120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Pilot Distance Protection Scheme for DC Zonal Shipboard Microgrid 直流分区船载微电网的试验距离保护方案
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668537
Asmaa M. Aboelezz, B. E. Sedhom, M. El-Saadawi
{"title":"Pilot Distance Protection Scheme for DC Zonal Shipboard Microgrid","authors":"Asmaa M. Aboelezz, B. E. Sedhom, M. El-Saadawi","doi":"10.1109/ISAECT53699.2021.9668537","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668537","url":null,"abstract":"The zonal DC Voltage shipboard microgrid has many issues in terms of the protection side. A novel adaptive pilot, DC distance protection scheme, is proposed in this paper for DC zonal shipboard microgrid to make the system more reliable, selective, and rapidly detect the fault. The proposed scheme is based on three stages. Firstly, it detects whether there is a fault in the system by applying the Fourier transform (FT) method to analyze the voltage and current measurements. Secondly, the fault location is detected by determining which line has the fault and selecting the proper zone for each relay. Thirdly, communication signals are sent between the two pilot relays for accurate fault localization before sending the tripping signals to the associated circuit breakers (CB) and isolating the fault. The 0.3 kV DC zonal shipboard microgrid is simulated in MATLAB/Simulink environment. The results prove that the proposed scheme is accurate and efficient in detecting and localizing the fault by providing backup protection depending on the different zones of distance relay.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122797356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Quantitative Analysis on Open-Loop PI Tuning Methods for Liquid Level Control 液位控制开环PI整定方法的定量分析
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668378
K. S. Rao, D. J. Pradeep, Y. V. Pavan Kumar, M. Chakravarthi, C. P. Reddy
{"title":"Quantitative Analysis on Open-Loop PI Tuning Methods for Liquid Level Control","authors":"K. S. Rao, D. J. Pradeep, Y. V. Pavan Kumar, M. Chakravarthi, C. P. Reddy","doi":"10.1109/ISAECT53699.2021.9668378","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668378","url":null,"abstract":"In the overall operation of a system, the controller plays the most important role in protecting the system from external as well as internal disturbances, faults, or failures. One of the most renowned and simple classical controllers being widely used in many applications is the PI (proportional plus integral) controller. The control system's effectiveness relies on the proper design of PI gain constants. Besides, due to varying operating conditions, it is always required to design suitable PI parameters to obtain a desired response from the system. There are many state-of-the-art methods available for computing PI gains. However, picking the right method with respect to the given system transfer function is always a tough task. In this regard, to select the best method, multiple comparative analysis has to be performed on different existing methods. From the literature, OLTR (open-loop transient response) and EPI (Error performance index) methods are identified as suitable methods for PI gain parameter design. So, this paper gives a detailed quantitative comparison of these methods for the design of PI controller parameters for a given liquid level system transfer function. Various time-domain performance indices are computed to evaluate the efficacy of these methods. The system is implemented using MATLAB/Simulink software.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124443826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Algorithms Evaluation for Phishing URLs Classification 网络钓鱼url分类的机器学习算法评估
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668489
Habiba Bouijij, A. Berqia
{"title":"Machine Learning Algorithms Evaluation for Phishing URLs Classification","authors":"Habiba Bouijij, A. Berqia","doi":"10.1109/ISAECT53699.2021.9668489","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668489","url":null,"abstract":"Phishing URL is a type of cyberattack, based on falsified URLs. The number of phishing URL attacks continues to increase despite cybersecurity efforts. According to the Anti-Phishing Working Group (APWG), the number of phishing websites observed in 2020 is 1 520 832, doubling over the course of a year. Various algorithms, techniques and methods can be used to build models for phishing URL detection and classification. From our reading, we observed that Machine Learning (ML) is one of the recent approaches used to detect and classify phishing URL in an efficient and proactive way. In this paper, we evaluate eleven of the most adopted ML algorithms such as Decision Tree (DT), Nearest Neighbours (KNN), Gradient Boosting (GB), Logistic Regression (LR), Naïve Bayes (NB), Random Forest (RF), Support Vector Machines (SVM), Neural Network (NN), Ex-tra_Tree (ET), Ada_Boost (AB) and Bagging (B). To do that, we compute detection accuracy metric for each algorithm and we use lexical analysis to extract the URL features.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130485294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Wideband LNA in 0.18 µm CMOS Technology 基于0.18µm CMOS技术的宽带LNA
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668493
Amit V. Patel, Jitendra P. Chaudhari, Alpesh Vala, Hiren K. Mewada, Keyur K. Mahant, Jawad F. Al-Asad
{"title":"Wideband LNA in 0.18 µm CMOS Technology","authors":"Amit V. Patel, Jitendra P. Chaudhari, Alpesh Vala, Hiren K. Mewada, Keyur K. Mahant, Jawad F. Al-Asad","doi":"10.1109/ISAECT53699.2021.9668493","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668493","url":null,"abstract":"This paper represents the 0.18 µm CMOS technology-based implementation of wideband (0.1 - 4 GHz) LNA for cellular services, terrestrial communication and satellite navigation. Here, a wideband operation is achieved by the design of the current reuse methodology and negative feedback between the drain and gate terminal of the device to be operated in a common source (CS) configuration. The proposed design improves the transconductance and reduces the drain current by half due to the scaling of the device geometry using the W/L ratio. The implanted design provides greater than 30 dB gain in three cascaded stages with input-output return loss better than -12 dB throughout the band and a noise figure less than 3 dB. The formulated design consumes 18 mA power from a 1.8 V source.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134529498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Aerodynamic Performance of Advanced Ingenuity and Dragonfly Drones for Future Space Missions to Mars and Titan 用于未来火星和泰坦太空任务的先进独创性和蜻蜓无人机的空气动力学性能
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668399
O. Ata
{"title":"Aerodynamic Performance of Advanced Ingenuity and Dragonfly Drones for Future Space Missions to Mars and Titan","authors":"O. Ata","doi":"10.1109/ISAECT53699.2021.9668399","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668399","url":null,"abstract":"The future of space missions to habitable Mars and Saturnian moon; Titan, is very promising to mankind as far as sending coaxial rotorcrafts or dual-quadcopter landers, to fly in their atmospheric extremes, are concerned. The aerodynamic performance of Martian Ingenuity is compared to that on Titan and Earth. Advanced design features of Ingenuity are further explored and analyzed that resulted in added benefits of increased hover time, range with a payload of about 28% of its gross weight. The enhanced performance of the advanced design would move its role from a helicopter demonstrator to a helicopter assistant of a landed rover with exploration and excavation tasks to perform in dune caves and volcano craters. Further, the performance of a dual-quadcopter lander; Titanean Dragonfly, is explored and compared to that on Earth. The relatively denser atmosphere and lower gravitational acceleration offer favorable flying conditions for rotorcrafts that can save on power consumption if the equipment is further fortified against the extremely cold temperature on Titan.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134545189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IoT-based Farming Robot 基于物联网的农业机器人
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668370
Mohammed Khory, Ibrahim Al Zuwaid, A. Motawa, Ahmed A. Hussain, Nizar Tayem, Samir El-Nakla
{"title":"IoT-based Farming Robot","authors":"Mohammed Khory, Ibrahim Al Zuwaid, A. Motawa, Ahmed A. Hussain, Nizar Tayem, Samir El-Nakla","doi":"10.1109/ISAECT53699.2021.9668370","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668370","url":null,"abstract":"The tremendous demand for water in the agricultural sector in Saudi Arabia poses a great challenge to the government. Bluntly regulating the water supply to farms as a solution for this challenge is not an option, because farming is one of the most important businesses, and it should not be threatened. A substantial percentage of that demanded water is wasted due to manual or inefficient farming, which does not utilize sensors and new technologies to conserve water consumption in the farming process. This project introduces the conspicuous solution, which is an automated, data logging farming system, to achieve efficient, water-conserving farming process. This project combines sensors and automation that introduce efficiency and convenience to a scalable system that will help not only the government and the industries, but also individuals who are interested in farming or simply want to have quick and inexpensive access to fresh crops. The project utilizes a soil moisture sensor to continuously measure the water content of the soil in the system, and supplies the plants with the exact amount of water they need, only when the moisture level is low. The system has been implemented and tested using an Arduino microcontroller that is connected to a webserver to record and retrieve data, into and from a database that is easy to access from anywhere in the world at any time.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114620380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of New Inset Fed Circular Patch Antenna with Gain Enhancement 增益增强的新型插入式Fed圆形贴片天线设计
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668422
H. Chemkha, Afif Belkacem
{"title":"Design of New Inset Fed Circular Patch Antenna with Gain Enhancement","authors":"H. Chemkha, Afif Belkacem","doi":"10.1109/ISAECT53699.2021.9668422","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668422","url":null,"abstract":"This work is focused on a design of a circular patch antenna using a high frequency structure simulator (HFSS). It presents a robust example of design of circular patch antenna, in which we have, simulated and computed by three different feeding configurations in order to improve the parameters and to evaluate the range and the performances of such antennas. The substrate used is RT/duroid 5880 with a dielectric constant of 2.2 having low dielectric loss. The method of analysis considered is the cavity model with antenna having a patch of radius 10.9 mm and a grounded substrate of dimensions 30 mm × 30 mm at frequency of 5 GHz belonging to C band which is used for some Wi-Fi devices and weather radars. Comparison and interpretation of different antennas parameters and specially gains, have been achieved.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124566860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diffusion ILMS Via CDMA Over Multitask Networks 基于CDMA的多任务网络扩散ILMS
2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT) Pub Date : 2021-12-06 DOI: 10.1109/ISAECT53699.2021.9668446
Ali Almohammedi, Mohamed Deriche
{"title":"Diffusion ILMS Via CDMA Over Multitask Networks","authors":"Ali Almohammedi, Mohamed Deriche","doi":"10.1109/ISAECT53699.2021.9668446","DOIUrl":"https://doi.org/10.1109/ISAECT53699.2021.9668446","url":null,"abstract":"Multitask networks version of the conventional Incremental Least Mean Square (ILMS) is developed and implemented over Wireless Sensor Networks (WSN). The concept of Code Division Multiple Access (CDMA) is adopted to extract a particular task or estimate solution successfully among different clusters. In addition, diffusion-based approaches of ILMS CDMA algorithm called the Combine-Then-Adapt (CTA) and the Adapt-Then-Combine (ATC) are developed which allow data exchanging among the neighbouring nodes to enhance the performance. As expected, the simulation results of ILMS CDMA topology consisting of 7 nodes that grouped in 3 clusters converged to -35 dB of Mean Square Error (MSE) and -47.75 dB of Mean Square Deviation (MSD), while the MSD performance of CTA and ATC approaches settled down to -50.32 dB and -51.52 dB, respectively, indicating performance enhancement of -2.6 dB and -3.8 dB.","PeriodicalId":137636,"journal":{"name":"2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","volume":"12 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129064035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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