2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)最新文献_第9页

Wireless Sensor Networks Fundamentals: A Review 无线传感器网络基础:综述

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284873

Navid Heydarishahreza, S. Ebadollahi, R. Vahidnia, F. J. Dian

引用次数: 4

Comparing Radar Receiver Pulse Deinterleaving Performance of Differing Window Functions for Bandpass FIR Filter Design 比较带通FIR滤波器设计中不同窗函数的雷达接收机脉冲去交错性能

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284927

Cesar Martinez Melgoza, Henry Lin, Illianna Izabal, Ameya Govalkar, Kayla Lee, Alex Erdogan, K. George

{"title":"Comparing Radar Receiver Pulse Deinterleaving Performance of Differing Window Functions for Bandpass FIR Filter Design","authors":"Cesar Martinez Melgoza, Henry Lin, Illianna Izabal, Ameya Govalkar, Kayla Lee, Alex Erdogan, K. George","doi":"10.1109/IEMCON51383.2020.9284927","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284927","url":null,"abstract":"A radar receiver is designed to identify and process the desired echo from the radar transmission. Therefore, filter implementation is a key part of designing a receiver. This paper focuses on the performance of the Bartlett, Blackman-Harris, Chebyshev, Hamming, and Kaiser windows, which were analyzed by implementing each into a deinterleaving algorithm. Deinterleaving pulses are important because receivers often have signals interleaved with an abundance of noise. By using windows, it can reduce the abundance of noise and increase the performance of deinterleaving algorithms. The separation of the radar pulse trains from the pulse stream provides sufficient information to categorize and describe different signals with pulse descriptor words (PDW), such as Time Of Arrival (TOA), Time Of Departure (TOD), Pulse Width (PW), Pulse Repetition Interval (PRI), etc. This study presents the comparison of the five windowing techniques, the application of Hilbert transforms and envelope detection to analyze how each affects the deinterleaving algorithm. Each technique was analyzed by calculating their Signal-to-Noise Ratio (SNR), and the amount of information lost by measuring the error margin. From the data observed, the Blackman-Harris had the highest SNR, and the Kaiser window had the lowest percent error. The following sections will demonstrate the performance of each windowing technique.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"98 1","pages":"0505-0510"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73840255","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: 4

A Systematic Literature Review in Causal Association Rules Mining 因果关联规则挖掘的系统文献综述

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284908

Shkurte Luma-Osmani, F. Ismaili, Xhemal Zenuni, Bujar Raufi

引用次数: 3

Number Representation and Arithmetic in the Human Brain 人脑中的数字表示和算术

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284928

J. Volk, B. Parhami

引用次数: 1

OMSAC - Ontology of Microservices Architecture Concepts 微服务体系结构概念本体

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284892

Gabriel Morais, Mehdi Adda

引用次数: 2

Deep Learning Technique in Recognizing Hand Grasps using FMG signals 使用FMG信号识别手握的深度学习技术

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284893

U. Zakia, Xianta Jiang, C. Menon

{"title":"Deep Learning Technique in Recognizing Hand Grasps using FMG signals","authors":"U. Zakia, Xianta Jiang, C. Menon","doi":"10.1109/IEMCON51383.2020.9284893","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284893","url":null,"abstract":"Grasping objects are common phenomenon in daily human activities. Force myography (FMG) signal, a noninvasive technique can record muscle movements while a human participant grasps different objects and be categorized using machine learning (ML) algorithms. In this paper, a popular deep learning technique is presented for hand grasp recognition. A novel convolutional neural network (CNN) architecture was implemented in learning grasps via force myography. Twelve participants wearing an FMG band on dominant hand's forearm performed six hand grasps. Training dataset consisted of one-handed grasping small objects of different shapes and sizes either wrapping or pinching with fingers with a variety of arm poses. The proposed FMG-based CNN model obtained cross-trial classification accuracy of 96% (population mean) and was found comparable with other ML techniques. Pretranined Alexnet (with ImageNet dataset) through transfer learning was implemented to classify the hand grasps for comparison. The proposed model outperformed the pretrained Alexnet in terms of validation accuracy, loss, and training time. For future FMG-based practical applications, it would be advantageous to use the model for transfer learning where comparatively smaller datasets are desirable for training purpose.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"11 1","pages":"0546-0552"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89899380","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: 6

Towards Resilient Adaptive Vehicular Fog Computing 面向弹性自适应车辆雾计算

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284836

M. M. Sayed, Mona S. Kashkoush, M. Azab

引用次数: 1

An Initial Julia Simulation Approach to Material Handling Operations from Motion Captured Data 从运动捕获数据的材料处理操作的初始朱莉娅模拟方法

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284829

M. Hernández, Damian Valles, David C. Wierschem, Rachel M. Koldenhoven, G. Koutitas, Francis Mendez, S. Aslan, Jesús A. Jiménez

{"title":"An Initial Julia Simulation Approach to Material Handling Operations from Motion Captured Data","authors":"M. Hernández, Damian Valles, David C. Wierschem, Rachel M. Koldenhoven, G. Koutitas, Francis Mendez, S. Aslan, Jesús A. Jiménez","doi":"10.1109/IEMCON51383.2020.9284829","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284829","url":null,"abstract":"Performing modeling simulations with visualization and control can be rather difficult for dynamical models or other diverse applications. This work demonstrates the utility of the Julia programming language to solve this problem by being able to keep a simple condensed code and creating a powerful visual model with various controls. The simulation application is based on material handling tasks that are analyzed for human fatigue from repetitive operations. The aim is to detect human motions when performing the tasks and predict fatigue levels associated with these activities. The Julia simulation development addresses developing a computational solution to generate human subjects performing material handling operations synthetically. With the use of several Julia packages, the simulation development used the data from the Qualisys Motion Capture Systems and rendered each of the 41 points of data of a human subject performing lifting and lowering repetitive task.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"5 1","pages":"0718-0722"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87501450","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

Delay Optimisation for Multimedia Application in a Wireless Network Control System (WNCS) 无线网络控制系统(WNCS)多媒体应用的时延优化

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/IEMCON51383.2020.9284822

O. A. Egaji, A. Griffiths, M. S. Hasan

{"title":"Delay Optimisation for Multimedia Application in a Wireless Network Control System (WNCS)","authors":"O. A. Egaji, A. Griffiths, M. S. Hasan","doi":"10.1109/IEMCON51383.2020.9284822","DOIUrl":"https://doi.org/10.1109/IEMCON51383.2020.9284822","url":null,"abstract":"This paper mathematically modelled email, voice, Internet Browsing traffic (using inter-arrival rates and packet size) individually and then in a shared network (a combination of the Voice, Internet Browsing and Email to the same network/queue) in congested and non-congested conditions under scheduled and unscheduled state. The traffic is then modelled with wireless nodes with the UDP/IP protocol stack. When scheduling is applied, packets arriving from different sources are distributed evenly over time; this is most effective with constant arriving packets but should help with other traffic types. This paper aims to determine the effectiveness of evenly distributed packet arrival times on different traffic types under congested and non-congested network condition. Also, the paper analysed how closely the measured simulated queuing delay and queue size replicates the theoretical estimation. The results show that the measured simulated delated was close to theoretical for the Voice application. However, the margin of error increases with increasing network load. The network performance improved when scheduling was applied. The measured delay and queue size for Internet Browsing is challenging to predict theoretically because of the bursty nature of the traffic. However, it performs better when scheduling was applied. Moreso, the combined traffic of Voice, email, and internet browsing in a shared network performed better after scheduling was applied.","PeriodicalId":6871,"journal":{"name":"2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)","volume":"10 1","pages":"0267-0275"},"PeriodicalIF":0.0,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84586949","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

[Copyright notice] (版权)

2020 11th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2020-11-04 DOI: 10.1109/iemcon51383.2020.9284845

引用次数: 0