2022 IEEE International Symposium on Smart Electronic Systems (iSES)最新文献

Hand Gesture Recognition System in the Complex Background for Edge Computing Devices 边缘计算设备复杂背景下的手势识别系统

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00016

Chakkapalli Manikanta Suryateja, Srinivas Boppu, Linga Reddy Cenkeramaddi, Barathram Ramkumar

{"title":"Hand Gesture Recognition System in the Complex Background for Edge Computing Devices","authors":"Chakkapalli Manikanta Suryateja, Srinivas Boppu, Linga Reddy Cenkeramaddi, Barathram Ramkumar","doi":"10.1109/iSES54909.2022.00016","DOIUrl":"https://doi.org/10.1109/iSES54909.2022.00016","url":null,"abstract":"Hand gesture recognition offers a wide range of contactless applications. Some applications include designing a sign language recognition system for communicating with people having disabilities, health-care, automobiles, security, etc. For deaf and hard-of-hearing people, sign language recognition is a game-changer and has been studied for years. Unfortunately, each study has its limitations and cannot be used commercially. Some inves-tigations have shown that detecting sign language is possible, but commercialization is prohibitively expensive. This paper investi-gates a robust system to implement hand gesture recognition in a complex background. To test the hand gesture recognition system design, we developed an American sign language recognition for the letters A-J in a complex environment. The MediaPipe Hands framework, used in the developed system, helps successfully detect the hand landmark positions. The machine learning techniques are built on top of the obtained hand landmark positions. The developed system achieves 98.1% accuracy in gesture recognition with an inference time of around 50 ms. Subsequently, the system is successfully ported to Raspberry Pi 4 and NVIDIA's Jetson AGX Xavier and tested.","PeriodicalId":438143,"journal":{"name":"2022 IEEE International Symposium on Smart Electronic Systems (iSES)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116662072","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

A Process-Voltage-Temperature insensitive hybrid Voltage controlled ring oscillator for Biomedical IoT node 用于生物医学物联网节点的过程-电压-温度不敏感混合压控环振荡器

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00104

M. N. K. Reddy, S. Patri

引用次数: 0

PUF-based Authentication Scheme for Edge Data Centers in Collaborative Edge Computing 协同边缘计算中基于puf的边缘数据中心认证方案

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00094

Seema G. Aarella, S. Mohanty, E. Kougianos, Deepak Puthal

{"title":"PUF-based Authentication Scheme for Edge Data Centers in Collaborative Edge Computing","authors":"Seema G. Aarella, S. Mohanty, E. Kougianos, Deepak Puthal","doi":"10.1109/iSES54909.2022.00094","DOIUrl":"https://doi.org/10.1109/iSES54909.2022.00094","url":null,"abstract":"Fog computing gained importance when the re-quired infrastructure became more decentralized. The difference between Fog and Edge computing is that the former has nodes between the cloud and edge devices. In a way both fog and edge computing bring data processing closer to end-user devices. Edge Data Centers (EDCs) are employed to bring the processing power closer to the end-user to address latency in real-time applications, bandwidth, battery life constraints, as well as data privacy and safety. Edge Data centers are employed in collaborative edge computing environments across network edges, and they deliver uninterrupted processing through load balancing, where an overloaded Edge Data Center can off-load its task to the next available EDC. Authenticating EDCs is one of the challenges in collaborative edge computing environment where load balancing is applied. Physical Unclonable Functions (PUFs) are lightweight innovative primitives that are used for authentication and secure key storage. This work proposes a novel authentication scheme for EDCs using virtual Physical Unclonable Functions as a secure oPtion.","PeriodicalId":438143,"journal":{"name":"2022 IEEE International Symposium on Smart Electronic Systems (iSES)","volume":"155 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123743107","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

EEG based mental task classification using arithmetic operations 基于脑电图的心理任务分类算法

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00112

Privadarsini Samal, Mohammad Farukh Hashmi

{"title":"EEG based mental task classification using arithmetic operations","authors":"Privadarsini Samal, Mohammad Farukh Hashmi","doi":"10.1109/iSES54909.2022.00112","DOIUrl":"https://doi.org/10.1109/iSES54909.2022.00112","url":null,"abstract":"The human brain is exposed to a variety of positive and negative emotions, such as stress, happiness, frustration, and attention, while completing any task. Techniques for brain-computer interface (BCI) can be used to study and identify these emotions. The most widely used neuroimaging technique for the examination of brain activity is the Electroencephalogram (EEG), which is affordable, reliable, and non-invasive. Here, the EEG signal pattern during the introduction of a mental task is investigated. In the study, the dataset was taken from PHYSIONET, named as EEG during mental arithmetic tasks. Data of ten healthy volunteers was taken among 36 participants in two different modes-rest and mental task-with a sample frequency of 500 Hz. Overall, all, 11 frequency domain features were examined in this work, including power band features, band power ratios, and relative powers. Additionally, two wavelet features-spectral entropy and Shannon entropy-were added to the feature set. From time domain features, mean, standard deviation and variation features were also extracted. Six Classifiers were used and among them neural networks provided highest accuracy of 98.8%.","PeriodicalId":438143,"journal":{"name":"2022 IEEE International Symposium on Smart Electronic Systems (iSES)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125351899","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

Metakey: A Novel and Seamless Passwordless Multifactor Authentication for Metaverse Metakey:一种新颖无缝的虚拟世界无密码多因素认证

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00148

S. C. Sethuraman, Aditya Mitra, Gautam Galada, Anisha Ghosh, Anitha Subramanian

引用次数: 2

Design and FPGA Implementation of the LUT based Sigmoid Function for DNN Applications DNN中基于LUT的Sigmoid函数的设计与FPGA实现

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00090

Revathi Pogiri, S. Ari, K. Mahapatra

引用次数: 1

Message from the Technical Program Chairs: iSES 2022 来自技术项目主席的信息:iSES 2022

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/ises54909.2022.00006

引用次数: 0

A Broadband MIMO Array with Gap Coupling For 5G Applications 5G应用中带间隙耦合的宽带MIMO阵列

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00107

Srivalli Gundala, Vssn SrinivasaBaba, Adepu Vijaya

引用次数: 0

Top-down Approach to Solving Speaker Diarization Errors in diaLogic System 自顶向下解决对话系统中说话人辨析错误的方法

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00051

Ryan Duke, A. Doboli

引用次数: 1

Performance Analysis of Dual Material Graded Channel Cylindrical Gate All Around (DMGC CGAA) FET with Source/Drain Underlap 源极/漏极Underlap双材料梯度通道圆柱栅极场效应管的性能分析

2022 IEEE International Symposium on Smart Electronic Systems (iSES) Pub Date : 2022-12-01 DOI: 10.1109/iSES54909.2022.00068

Praveen Kumar Mudidhe, B. Nistala

{"title":"Performance Analysis of Dual Material Graded Channel Cylindrical Gate All Around (DMGC CGAA) FET with Source/Drain Underlap","authors":"Praveen Kumar Mudidhe, B. Nistala","doi":"10.1109/iSES54909.2022.00068","DOIUrl":"https://doi.org/10.1109/iSES54909.2022.00068","url":null,"abstract":"In this paper the effect of underlap on Dual material graded channel cylindrical gate all around FET (DMGC CGAA FET) has been investigated. Due to improved gate electrostatic control, multigate structures have greater short channel control than typical bulk devices. The DMGC CGAA FET is a potential candidate among the multi gate devices because of its ease of manufacture. The inclusion of gate underlap in the proposed device improves the short channel immunity. To further enhance the device performance different types of spacers are incorpo-rated in the underlap regions. The underlap length $(L_{un})$ was optimized at 4.5 nm for the proposed device. Simulation results shows that there is an improvement in the switching ratio $(frac{I_{on}}{I_{off}})$, subthreshold swing (SS) and other SCEs. The DC and Analog/RF performance was investigated with different types of spacers and observed that HfO2 results the better subthreshold performance compared with other spacers. Sentaurus TCAD simulator was used to extract the simulation results and to calibrate the device with experimental data.","PeriodicalId":438143,"journal":{"name":"2022 IEEE International Symposium on Smart Electronic Systems (iSES)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121664997","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