International Journal of Emerging Technology and Advanced Engineering最新文献_第7页

Data Collection in WSNs using a Probability-Based Rendezvous Points Selection Algorithm 基于概率交会点选择算法的无线传感器网络数据采集

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-02-04 DOI: 10.46338/ijetae0223_06

G. Samara, Raed Alazaidah, Mohammad Aljaidi, S. Almatarneh, Ahmed Banimustafa, Olla Bulkrock, Nael Sweerki, Adnan A. Hnaif

{"title":"Data Collection in WSNs using a Probability-Based Rendezvous Points Selection Algorithm","authors":"G. Samara, Raed Alazaidah, Mohammad Aljaidi, S. Almatarneh, Ahmed Banimustafa, Olla Bulkrock, Nael Sweerki, Adnan A. Hnaif","doi":"10.46338/ijetae0223_06","DOIUrl":"https://doi.org/10.46338/ijetae0223_06","url":null,"abstract":"Wireless Sensor Networks are becoming more prevalent in various industries, including military operations and distant environmental monitoring. This is important because sensors are getting smarter, smaller, and less expensive. The energy hole problem in the WSN has been a major focus of recent research. The mobile sink is an efficient solution for the energy hole problem in a wireless sensor network. A mobile sink gets data from sensors by moving around the network often to avoid problems with hotspots or energy holes. It gets data from network nodes by traveling regularly and visiting a group of nodes known as rendezvous points (RPs). This research will present a probability-based RP selection (PRPS) technique for data collection in wireless sensor networks. To begin, a directed spanning tree is used to construct a tree that eliminates duplication in the data forwarding path. The proposed method is employed to compute the likelihood of RPs. Finally, using the shortest path technique, a mobile sink is constructed between these locations. The path provided is the best path that connects all of the RPs. The proposed approach improves the previous solutions by choosing the nodes with the most data packets as RPs. As a result, it extends network lifetime by lowering energy consumption and addressing the energy hole problem.","PeriodicalId":169403,"journal":{"name":"International Journal of Emerging Technology and Advanced Engineering","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134459658","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

A Study on the Application of Advanced Acoustic Information Technology for the Completion of Autonomous Driving Vehicles 先进声学信息技术在自动驾驶车辆完成中的应用研究

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-02-04 DOI: 10.46338/ijetae0223_10

I. Ahn

{"title":"A Study on the Application of Advanced Acoustic Information Technology for the Completion of Autonomous Driving Vehicles","authors":"I. Ahn","doi":"10.46338/ijetae0223_10","DOIUrl":"https://doi.org/10.46338/ijetae0223_10","url":null,"abstract":"Since Autonomous Driving Vehicles are directly related to human life, it is necessary to put the utmost effort into safe driving to the point of being almost perfect. Also, for the best safety, any technology should be borrowed, tested, and applied. In this paper, the method of applying sound information to the Autonomous Driving Vehicles research presented last time will be emphasized and specified. Since the sound information to be applied to Autonomous Driving Vehicles is vast, it must be made into big data and must be used in various and precise ways, so it must be made into IOT based on AI. Sound Information Technology must be equipped with technology that can perfectly judge changing conditions such as time, season, and weather depending on the location. Acoustic Information Technology can be largely divided into ES(Environmental Sounds) and TS(Things Sounds). Environmental Sound is to detect the conditions of the surrounding environment including the road or the ground on which the vehicle is traveling with sound information. Things Sounds is to detect fixed or moving Things around the vehicle with sound information. In the future, it is expected that various methods of Sound Information Technology will be able to contribute greatly to the achievement of the era of Free Driving vehicles, which is the completion stage of Autonomous Driving Vehicles.","PeriodicalId":169403,"journal":{"name":"International Journal of Emerging Technology and Advanced Engineering","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126053999","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

A Defense System: Jamming Detection and Mitigation for Safety Applications in Vehicular Networks 一种防御系统:车辆网络中安全应用的干扰检测和缓解

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-02-04 DOI: 10.46338/ijetae0223_05

H. Minh, Tran Hoang Tung, H. Nam, P. T. Giang

引用次数: 0

Durian Farm Threats Identification through Convolution Neural Networks and Multimedia Mobile Development 基于卷积神经网络和多媒体移动开发的榴莲农场威胁识别

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-02-04 DOI: 10.46338/ijetae0223_02

Aiman Yusoff, N. Kamarudin, Nabil Ali Al-Emad, Khusairi Sapuan

引用次数: 0

Antenna Array Performance in Microwave Imaging Technique for Brain Tumor Detection 微波成像技术在脑肿瘤检测中的天线阵列性能

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-02-04 DOI: 10.46338/ijetae0223_15

Nur Syahirah Harun, Anisah Abd Wahab, Mimi Faisyalini Ramli, Z. Ngadiron, M. Rahiman, Jiangtao Sun

{"title":"Antenna Array Performance in Microwave Imaging Technique for Brain Tumor Detection","authors":"Nur Syahirah Harun, Anisah Abd Wahab, Mimi Faisyalini Ramli, Z. Ngadiron, M. Rahiman, Jiangtao Sun","doi":"10.46338/ijetae0223_15","DOIUrl":"https://doi.org/10.46338/ijetae0223_15","url":null,"abstract":"Recent advancements in microwave tomography (MT) imaging studies have stimulated interest in antenna array development for medical imaging. An antenna and a model of the human head are required for the medical MT system, particularly in detecting brain tumors. Previous studies have shown that antenna arrays are more reliable as compared to a single element of patch antenna in detecting brain tumors. In this study, a single patch antenna is first designed to work at 3.2GHz using CST Studio software. To evaluate the effectiveness of antenna arrays in microwave imaging systems, the patch antenna is then improved into a 2x1 and 4x1 array. The gain, directivity, return loss (S11), Voltage Standing Wave Ratio (VSWR), and bandwidth are compared between single and arrays of antenna models. It has been proved that 2x1 and 4x1 antenna arrays resulted in higher performance. With a maximum gain of 7.11 dB, the 4x1 rectangle patch antenna has 11.3 dBi directivity, -13.88 dB return loss, and 91.1 MHz bandwidth, meanwhile single patch antenna has a gain of 3.34 dB, 5.68 dBi directivity, - 17.33 dB return loss, and 132 MHz bandwidth. Overall, a 4x1 patch antenna is made reliable and sensitive to be used in detecting brain tumors as higher gain and directivity may be useful to penetrate multilayer human head.","PeriodicalId":169403,"journal":{"name":"International Journal of Emerging Technology and Advanced Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129696458","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

Long Short-Term Memory Network Hyperparameter Optimization using Hybrid Algorithm GA-PSO on LQ45 Stock Prediction 基于GA-PSO混合算法的长短期记忆网络超参数优化LQ45库存预测

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-02-04 DOI: 10.46338/ijetae0223_08

Adriel Lazaro Fitzhan, Antoni Wibowo

引用次数: 0

A New Observer-based Model- Reference Approach for Nonlinear Discrete-Time Systems with Application to Power Systems 基于观测器的非线性离散系统模型参考新方法及其在电力系统中的应用

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-02-04 DOI: 10.46338/ijetae0223_12

M. F. Hassan, E. Aljuwaiser

{"title":"A New Observer-based Model- Reference Approach for Nonlinear Discrete-Time Systems with Application to Power Systems","authors":"M. F. Hassan, E. Aljuwaiser","doi":"10.46338/ijetae0223_12","DOIUrl":"https://doi.org/10.46338/ijetae0223_12","url":null,"abstract":"In this paper, a novel observer-based modelreference technique is developed to control the performance of nonlinear discrete-time systems. Firstly, a linear or nonlinear model is chosen for which the dynamics are designed to satisfy the pre-specified performance behaviours of the nonlinear system as stated by the designer. The proposed approach is then used with the system to fulfil a point-by-point tracking of the pre-designed model trajectories. To achieve this goal, an observer is firstly used to predict the states and the output(s) at the next sampling point of the system to be controlled from the received set of measurements. The differences between the achieved predicted estimates and those of the model are then used to generate the necessary online closed-loop control actions to force the system trajectories to track those of the model at the next sampling instant of time, as desired. The stability of the closed-loop control system is investigated. To check the performance of the developed approach, it is then used to control the performance of a synchronous machine and a permanent magnet synchronous motor. The achieved results are presented to illustrate the effectiveness, simplicity, and applicability of the proposed design procedure","PeriodicalId":169403,"journal":{"name":"International Journal of Emerging Technology and Advanced Engineering","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133037495","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

Tapered Fiber Sensor for Citric Acid Detection 用于柠檬酸检测的锥形光纤传感器

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-01-10 DOI: 10.46338/ijetae0123_14

Nurul Fatehah Abdul Ghafar, A. M. Markom, M. Q. Lokman, Z. Jusoh, Y. Yusof, H. Haris, A. R. Muhammad, Z. Yusoff, I. Saad, S. Harun

引用次数: 0

Impact of Gate Metal Work-function for On-to-off Current Ratio and Threshold Voltage in Junctionless Gate-All-Around (GAA) MOSFET Stacked with SiO2 and High-k Dielectric 栅极金属工作功能对SiO2和高k介电介质叠合GAA MOSFET通断电流比和阈值电压的影响

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-01-05 DOI: 10.46338/ijetae0123_13

H. Jung

{"title":"Impact of Gate Metal Work-function for On-to-off Current Ratio and Threshold Voltage in Junctionless Gate-All-Around (GAA) MOSFET Stacked with SiO2 and High-k Dielectric","authors":"H. Jung","doi":"10.46338/ijetae0123_13","DOIUrl":"https://doi.org/10.46338/ijetae0123_13","url":null,"abstract":"The relationship among the on-to-off current ratio, threshold voltage, and the gate metal work-function is investigated for a junctionless (JL) Gate-All-Around (GAA) MOSFET with a gate oxide film in which SiO2 and a high-k dielectric material are stacked. The JL structure works in the accumulation state, and the threshold voltage is defined as the gate voltage when the minimum potential in the channel becomes Fermi potential. The on-to-off current ratio Ion/Ioff is obtained by obtaining on-current Ion at the threshold voltage and off-current Ioff at the gate voltage of 0 V. As a result, if the channel doping concentration and silicon radius are increased to reduce the channel resistance, the on-to-off current ratio decreases along with the threshold voltage, but this problem can be solved through the increasing of the gate metal workfunction. In addition, even when the relative permittivity of the high-k dielectric is increased from 3.9 to 20, the gate metal work-function to maintain any on-to-off current ratio and threshold voltage is very slightly changed. Therefore it will be possible to improve the controllability of the gate by increasing the permittivity of the high-k dielectric without change in the work-function. The reduction of the channel resistance of the JL GAA MOSFET is possible with the stacked gate oxide while maintaining a reasonable on-to-off current ratio and threshold voltage by adjusting the gate metal work-function","PeriodicalId":169403,"journal":{"name":"International Journal of Emerging Technology and Advanced Engineering","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123019912","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

Hybrid Movie Recommendation System Using Machine Learning 使用机器学习的混合电影推荐系统

International Journal of Emerging Technology and Advanced Engineering Pub Date : 2023-01-05 DOI: 10.46338/ijetae0123_12

Saurabh Sharma, H. K. Shakya

{"title":"Hybrid Movie Recommendation System Using Machine Learning","authors":"Saurabh Sharma, H. K. Shakya","doi":"10.46338/ijetae0123_12","DOIUrl":"https://doi.org/10.46338/ijetae0123_12","url":null,"abstract":"This research suggests a hybrid movie recommendation system and optimization approach based on weighted classification and user collaborative filtering algorithm to address the issue that the single model of the standard recommendation system cannot adequately reflect user preferences. The top-N personalized movie recommendations are made by fusing the weighted classification model with the local recommendation model, which is trained based on user clustering, and the sparse linear model, which serves as the fundamental recommendation model. The scoring matrix is transformed into a low-dimensional, dense item category preference matrix based on item category preference, multiple cluster centers are obtained, the distance between each cluster center and the target user is calculated, and the target user is categorized into the closest cluster. Finally, a suggestion list is created using the collaborative filtering algorithm to forecast the scores for the target user's unrated items. The highdimensional rating matrix is transformed into a lowdimensional item category preference matrix, which further reduces the sparsity of the data. The items are then grouped based on item category preference. The recommendation algorithm suggested in this article addresses some of the limitations of a single algorithm model and enhances the suggestion effect, according to experiments using the MovieLens movie dataset.","PeriodicalId":169403,"journal":{"name":"International Journal of Emerging Technology and Advanced Engineering","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114609285","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