2021 International Symposium on Electrical, Electronics and Information Engineering最新文献

Algorithm of Agent Localization in a Group Using Ultra-Wideband Communication Technology 基于超宽带通信技术的群体智能体定位算法

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459132

E. Stolov, N. Krinitsyn, V. Kurochkin, Maksim Murin, Ivan Shcherbakov

引用次数: 0

A Survey for Conventional Regression- and Deep Learning-based Face Alignment Methods 基于传统回归和深度学习的人脸对齐方法综述

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459191

Tong Gao

引用次数: 1

Hazardous Sound Detection Based on Audio Augmentation 基于音频增强的危险声音检测

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459174

Jincheng Zhang, Baojun Wang, W. Shi, Jucai Lin, Jun Yin

{"title":"Hazardous Sound Detection Based on Audio Augmentation","authors":"Jincheng Zhang, Baojun Wang, W. Shi, Jucai Lin, Jun Yin","doi":"10.1145/3459104.3459174","DOIUrl":"https://doi.org/10.1145/3459104.3459174","url":null,"abstract":"The aim of surveillance is to detect the occurrence of dangerous events. Recently, with the widely use of deep learning, video surveillance had get dramatically improvement. For audio event detection in surveillance, the deep learning means are applied in hazardous sound classification task. However, due to the low frequency of dangerous sounds occurred and the high cost of collection, there is no corresponding large-scale dataset. Large-scale dataset is essential to achieve an ideal result for deep learning methods. Therefore, how to obtain richer audio events has become an urgent problem. Nowadays, researchers have use a variety of data augmentation methods in computer vision, making performance improvement obviously. And these approaches are gradually being used in various sound pattern recognition or ASR (auto-speech recognition), but there is little research on the classification of hazardous sounds with less data set. In this paper, various data augmentation methods are adopted for hazardous sound classification. Our results show that data augmentation has bring big improvement on all four class dataset. The classification accuracy has increased by 0.5% on average. As the scale of data augmentation increases, the classification accuracy has increased to about 1.5%.","PeriodicalId":142284,"journal":{"name":"2021 International Symposium on Electrical, Electronics and Information Engineering","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123855209","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

Automate Clinical Evidence Synthesis by Linking Trials to Publications with Text Analytics 通过文本分析将试验与出版物联系起来，实现临床证据自动合成

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459168

C. Li, H. Gurulingappa, P. Karmalkar, J. Raab, Aastha Vij, Gerard Megaro, C. Henke

引用次数: 0

Tri-Tilting Rotor Fixed-Wing VTOL UAV: Dynamic Modelling and Transition Flight Control 三倾转旋翼固定翼垂直起降无人机:动力学建模与过渡飞行控制

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459118

Navya Thirumaleshwar Hegde, V. George, C. G. Nayak

引用次数: 1

From Local Network Formation Game to Peer-to-Peer Protocol 从局域网形成博弈到点对点协议

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459184

Julian Nickerl, David Mödinger, Jan-Hendrik Lorenz

{"title":"From Local Network Formation Game to Peer-to-Peer Protocol","authors":"Julian Nickerl, David Mödinger, Jan-Hendrik Lorenz","doi":"10.1145/3459104.3459184","DOIUrl":"https://doi.org/10.1145/3459104.3459184","url":null,"abstract":"Peer-to-peer protocols often take longer, are less efficient or can't complete lookup queries with increasing network diameter. Peers could mitigate this by increasing their degree, i.e., their amount of open connections, but this increases the operational cost for each peer. We propose a novel peer-to-peer network formation protocol based on a game-theoretic approach, guaranteeing that diameter and maximum degree do not surpass given thresholds throughout the network. The game generalizes the local network formation game with more versatile strategies and cost functions. This allows for a trade off between operational cost and efficiency based on the individual interest of peers. We show that for any given diameter k and maximum degree d a Nash equilibrium, i.e., a graph with the desired properties, can be reached by improvement steps. We validate the practical applicability of these theoretical results on networks of 5–50 participants with various strategies and configurations. The experimental results show a fast approximation of the desired properties while taking some time to reach a stable state. We make out several strategies with which the protocol performs well. In particular, a stable state is found quickly when the initial network was already close to a stable state. This property enables the efficient dynamic treatment of the in practice often occurring scenario of nodes joining or leaving the network.","PeriodicalId":142284,"journal":{"name":"2021 International Symposium on Electrical, Electronics and Information Engineering","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130118168","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

Analysis of factors impacting Sarcopenia in geriatric patients through the use of data sciences: A Case Study in Tijuana, Mexico 通过使用数据科学分析影响老年患者肌肉减少症的因素:墨西哥蒂华纳的案例研究

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459195

Verónica Rojas-Mendizabal, C. Castillo-Olea, Jocelyn Gomez Siono, C. Zuniga

{"title":"Analysis of factors impacting Sarcopenia in geriatric patients through the use of data sciences: A Case Study in Tijuana, Mexico","authors":"Verónica Rojas-Mendizabal, C. Castillo-Olea, Jocelyn Gomez Siono, C. Zuniga","doi":"10.1145/3459104.3459195","DOIUrl":"https://doi.org/10.1145/3459104.3459195","url":null,"abstract":"Sarcopenia is the loss of muscle mass associated with the ageing process. Moreover, it is a progressive disease affecting older people. In 2017, about 12 million mexican elder people suffered from Sarcopenia; nevertheless, many of them are not aware of their condition. A study conducted by the Instituto Mexicano del Seguro Social (IMSS) estimates that 72.10% of people with Sarcopenia were women, while the rest were men [1]. This study analyses a database which includes the information of 166 geriatric patients from Tijuana, Baja California state. The database encompasses 90 variables, including biomedical information and some demographic information such as age, gender, address, schooling, marital status, level of education, income, profession, and financial support. An analysis to find the weight factors that impact the development of sarcopenia was carried out by generating a decision tree using the database provided by the General Hospital of Tijuana and the support of Orange software. Based on the creation of this tree, the relation and impact of the most important factors was analyzed. Among the three most important risk factors for this disease, besides senescence, the results from the analysis showed that Major Neurocognitive Disorder (MND), Systolic Arterial Hypertension (SAH), and malnutrition are the most important conditions to consider. These obtained results were compared with results retrieved from a study where the analysis was done through a Python simulation using machine learning methods with the same database.","PeriodicalId":142284,"journal":{"name":"2021 International Symposium on Electrical, Electronics and Information Engineering","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130470459","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 Comparison between Virtual Reality and Augmented Reality on Upper-limb Prosthesis Control 虚拟现实与增强现实在上肢假肢控制中的比较

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459189

Ying Sun, Christopher L. Hunt, Wally Niu, Ziwei Li, G. Cyrino, R. Cavalcante, E. Lamounier, A. Soares, N. Thakor

{"title":"A Comparison between Virtual Reality and Augmented Reality on Upper-limb Prosthesis Control","authors":"Ying Sun, Christopher L. Hunt, Wally Niu, Ziwei Li, G. Cyrino, R. Cavalcante, E. Lamounier, A. Soares, N. Thakor","doi":"10.1145/3459104.3459189","DOIUrl":"https://doi.org/10.1145/3459104.3459189","url":null,"abstract":"In recent years, virtual reality (VR) and augmented reality (AR) technologies have been shown to be promising avenues for improving the security, convenience, and efficacy of rehabilitative prosthesis training systems. Despite their rise in popularity, it is still unclear what advantages these paradigms have over one another when applied to complex motor tasks. In this study, we aim to determine which paradigm, AR or VR, is better suited for the completion of dexterous motor control tasks needed for effective upper-limb prosthesis use. We evaluate a population of able-bodied (N=5) subjects. Each of them performed 50 3-dimensional object manipulation tasks in analogous AR and VR environments respectively, with 100 trials for each subject. During each trial, subjects operate a virtual upper-limb prosthesis to perform reach-grasp-relocation manipulations via a myoelectric pattern recognition (MPR) algorithm. We report an average improvement in Fitts’ throughput (+20.94% and +21.26%) from all subjects when comparing VR to AR task performance in the reach and relocation phase. Additionally, we observe an increase in overall task completion rate (+3.60%) and mean path efficiency (+9.59% and +6.73%) during the reach and relocation phases of motion. What's more, we report a statistically significant decrease in mean task completion time during both reach and relocation phases when comparing AR to VR-based trials (p<0.05). Based on these functional results, we conclude that as a paradigm, VR promotes more efficient motion, resulting in higher task completion rates and path efficiency. On the other hand, AR allows subjects to perform motor tasks with shorter time consumed compared with VR.","PeriodicalId":142284,"journal":{"name":"2021 International Symposium on Electrical, Electronics and Information Engineering","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131616623","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

An Overall Architecture Design of a Hybrid Blockchain Technology that Solves the Separation of Basic Data and Business Data 一种解决基础数据与业务数据分离的混合区块链技术整体架构设计

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459179

Feng Liu, Aohua Li, Xuanyong Wu, De Gao, Ningbo Wang, Qinwen Xu

引用次数: 0

Two Branch Risk Factors Model for Stock Prediction 股票预测的两分支风险因素模型

2021 International Symposium on Electrical, Electronics and Information Engineering Pub Date : 2021-02-19 DOI: 10.1145/3459104.3459163

Chaochao Jia, Weimin Pan, Lixian Li

引用次数: 1