2023 IEEE International Conference on Electro Information Technology (eIT)最新文献_第8页

Octree 3D Visualization Mapping based on Camera Information 基于摄像机信息的八叉树三维可视化映射

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187225

Ben-Li Wang, N. Houshangi

引用次数: 0

Building a Stock Machine Learning Model using Numerai Dataset 使用Numerai数据集构建股票机器学习模型

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187217

Jingwen Zhang, Ge Shi, Song Chen, Mao Zheng

引用次数: 1

Smart Traffic Control System for Dubai: A Simulation Study Using YOLO Algorithms 迪拜智能交通控制系统:基于YOLO算法的仿真研究

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187271

Rabia Emhamed Al Mamlook, Mohammad Zahrawi, Hasan Gharaibeh, Ahmad Nasayreh, Sujeet Shresth

{"title":"Smart Traffic Control System for Dubai: A Simulation Study Using YOLO Algorithms","authors":"Rabia Emhamed Al Mamlook, Mohammad Zahrawi, Hasan Gharaibeh, Ahmad Nasayreh, Sujeet Shresth","doi":"10.1109/eIT57321.2023.10187271","DOIUrl":"https://doi.org/10.1109/eIT57321.2023.10187271","url":null,"abstract":"Dubai's growing population and public transportation have led to an increase in vehicular traffic and associated challenges. To tackle these issues, there is a rising interest in using machine learning (ML)techniques to improve the city's traffic control system. This study aims to explore the potential of ML in enhancing traffic management and creating a sustainable urban environment. A novel approach to traffic management in Dubai that combines AI and ML algorithms has been proposed, with the potential to significantly improve traffic flow and safety. A simulation study on a smart traffic control system that utilizes YOLO algorithms for real-time vehicle detection and counting is presented. The system optimizes traffic light timings and balances traffic load among different roads to reduce congestion and improve traffic flow. The simulation results demonstrate that the system is highly effective in adapting to changing traffic conditions and reducing congestion. The study concludes that the use of ML algorithms such as YOLO has the potential to revolutionize traffic management in urban areas, leading to a more efficient and sustainable transportation system. Further research and development in this area could bring significant benefits to both motorists and the environment.","PeriodicalId":113717,"journal":{"name":"2023 IEEE International Conference on Electro Information Technology (eIT)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116334225","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

Scenario-Based Approach to Systematically Derive Test Cases for Systems 基于场景的方法系统地为系统派生测试用例

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187246

Nicholas B. N. Nyakundi, Shawn M. Reynolds, H. Reza

引用次数: 0

Unified Approach for Robust Stability Design of a PID Controller with a Smith Predictor 带Smith预测器的PID控制器鲁棒稳定性统一设计方法

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187347

Abdulkarim Alrishan, J. Watkins, T. Emami

{"title":"Unified Approach for Robust Stability Design of a PID Controller with a Smith Predictor","authors":"Abdulkarim Alrishan, J. Watkins, T. Emami","doi":"10.1109/eIT57321.2023.10187347","DOIUrl":"https://doi.org/10.1109/eIT57321.2023.10187347","url":null,"abstract":"This paper combines a Smith Predictor (SP) with a unified approach for graphically determining all Proportional-Integral-Derivative (PID) controller gains in either continuous-time (CT) or discrete-time (DT) domains. The PID controller will meet robust stability condition expressed in a form of weight on the complementary sensitivity transfer function. A SP is often utilized for a system that exhibits a “relatively” large delay that may cause a system's relative stability and/or performance to deteriorate. The PID controller gains, namely proportional gain ($K_{p}$), integral gain ($K_{i}$) and derivative gain ($K_{d}$), will be determined graphically using only the frequency response of a system's components, i.e., the plant with deadtime and SP structure. It will be shown that the inclusion of a SP along with a PID controller can significantly improve stability margins and/or performance when compared to relying solely on a PID controller even when there is a mismatch between the process and the SP dynamics models. The improvement can be observed for all the perturbed processes in the uncertainty pool. By using the unified approach delta operator, the same procedure can be applied to either continuous or discrete time systems, hence a unified approach. In this paper, the PID controller coefficients have been also found for non-unity feedback systems. The robust stability boundaries of the PID controller will be determined graphically where within the common boundaries, nominal stability is guaranteed and the robust stability requirements are met.","PeriodicalId":113717,"journal":{"name":"2023 IEEE International Conference on Electro Information Technology (eIT)","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116583798","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

Smart UX-design for Rescue Operations Wearable - A Knowledge Graph Informed Visualization Approach for Information Retrieval in Emergency Situations 面向可穿戴救援行动的智能ux设计——紧急情况下信息检索的知识图谱信息可视化方法

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187320

Mubaris Nadeem, Johannes Zenkert, Christian Weber, M. Fathi, Muhammad Hamza

引用次数: 0

Comparative Study of Deep Learning LSTM and 1D-CNN Models for Real-time Flood Prediction in Red River of the North, USA 深度学习LSTM与1D-CNN模型在美国北部红河实时洪水预报中的对比研究

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187358

Vida Atashi, R. Kardan, H. Gorji, Y. Lim

{"title":"Comparative Study of Deep Learning LSTM and 1D-CNN Models for Real-time Flood Prediction in Red River of the North, USA","authors":"Vida Atashi, R. Kardan, H. Gorji, Y. Lim","doi":"10.1109/eIT57321.2023.10187358","DOIUrl":"https://doi.org/10.1109/eIT57321.2023.10187358","url":null,"abstract":"The Red River of the North has a history of flooding, dating back to the late 1800s. Flooding in the Red River is caused by a combination of factors, including heavy snowfall, heavy spring rainfall, and poor drainage in the flat terrain of the Red River basin. In recent years, efforts have been made to improve flood forecasting accuracy through numerical and experimental models. An LSTM (Long Short-Term Memory) model and the most popular 1D convolutional neural network (1D-CNN) are introduced in this study to predict floods in the Red River of the North by analyzing past streamflow data and identifying patterns and trends. Based on a fitted model using trained data from 1994 to 2021 at the Grand Forks USGS station on the Red River, USA, the streamflow for 2022 was predicted, including a 16.5-year return period flood. According to the study's findings, the RMSE for the 1D-CNN method is 193.09 cfs, whereas the RMSE for the LSTM method is 76.23 cfs for the Grand Forks station which demonstrates that shows LSTM outperforms 1D-CNN in predicting flood events at the USGS Grand Forks Station.","PeriodicalId":113717,"journal":{"name":"2023 IEEE International Conference on Electro Information Technology (eIT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114553761","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

Towards Blockchain-enabled Mask Writing for Security against Hardware Trojan Intrusion 针对硬件木马入侵的区块链掩码编写

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187268

Akshay Kulkarni, Noor Ahmad Hazari, M. Niamat

{"title":"Towards Blockchain-enabled Mask Writing for Security against Hardware Trojan Intrusion","authors":"Akshay Kulkarni, Noor Ahmad Hazari, M. Niamat","doi":"10.1109/eIT57321.2023.10187268","DOIUrl":"https://doi.org/10.1109/eIT57321.2023.10187268","url":null,"abstract":"Globalization of integrated circuits (ICs) may lead to the quality of ICs being compromised due to the possible untrusted entities involved in the supply chain. There have been well documented cases of chips secretly implanted with Trojans creeping into the supply chain. Studies have shown that tampering lithographic masks, also called as reticles, is one of the potential sources of hardware Trojan intrusion. This paper presents a novel blockchain-enabled mask writing technique to combat the alteration of the IC layout design at the mask making step. A blockchain-enabled file storage and transfer system for secure transfer of the layout GDSII file from the design house to the mask making machine is studied in this work. As part of this investigation, a smart contract is developed, which interacts with an external application programming interface (API) and fetches the design layout file from the file storage system. The smart contract developed as part of the research can be adopted in the existing EDA tools for mask making, curtailing the access sought by an adversary in the mask making process. The proposed smart contract is developed using Solidity language, on an online IDE called Remix. Finally, a case study is presented in this paper, validating the approach and simulating the proposed smart contract. The simulation of the smart contract is conducted on Goerli test network provided by Ethereum.","PeriodicalId":113717,"journal":{"name":"2023 IEEE International Conference on Electro Information Technology (eIT)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121223213","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

Crime Detection from Pre-crime Video Analysis with Augmented Pose Information 基于增强姿态信息的犯罪前视频分析的犯罪检测

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187325

Sedat Kilic, M. Tuceryan

引用次数: 0

On the Diagnosis of Nonalcoholic Steatohepatitis Using Dielectric Properties: Feasibility in Mouse Model 介电特性诊断非酒精性脂肪性肝炎:小鼠模型的可行性

2023 IEEE International Conference on Electro Information Technology (eIT) Pub Date : 2023-05-18 DOI: 10.1109/eIT57321.2023.10187375

A. Cherukuri, Poulami Samaddar, Alejos Aguero Carlos, K. Gopalakrishnan, Sunil Gaddam, Lucia T. Valenzuela Perez, Hyun Se Kim Lee, S. Dey, Sayan Roy, Dipankar Mitra, P. Hirsova, S. P. Arunachalam

{"title":"On the Diagnosis of Nonalcoholic Steatohepatitis Using Dielectric Properties: Feasibility in Mouse Model","authors":"A. Cherukuri, Poulami Samaddar, Alejos Aguero Carlos, K. Gopalakrishnan, Sunil Gaddam, Lucia T. Valenzuela Perez, Hyun Se Kim Lee, S. Dey, Sayan Roy, Dipankar Mitra, P. Hirsova, S. P. Arunachalam","doi":"10.1109/eIT57321.2023.10187375","DOIUrl":"https://doi.org/10.1109/eIT57321.2023.10187375","url":null,"abstract":"Nonalcoholic steatohepatitis (NASH) is a chronic liver disease that can progress to cirrhosis, liver failure, and hepatocellular cancer. Currently, liver biopsy is the gold standard for diagnosis, but it is invasive and risky. Therefore, there is a need for non-invasive diagnostic tools. Recent studies have shown that microwaves and dielectric spectroscopy can differentiate between healthy and diseased liver tissue and can provide information on the severity of NASH. In this study, we used ex vivo NASH mouse model tissues to diagnose NASH using dielectric spectroscopy, a non-invasive technique. According to our study results, the novelty of the study lies in differentiating the various NASH diseased tissue and analyzing them using cole-cole parameters, suggesting the potential development of a noninvasive diagnostic and treatment monitoring tool for NASH. If successful, the use of microwaves could revolutionize the field of NASH diagnosis and monitoring, providing a safer and more convenient alternative to liver biopsy. However, additional research is required to validate this approach and optimize its sensitivity and specificity.","PeriodicalId":113717,"journal":{"name":"2023 IEEE International Conference on Electro Information Technology (eIT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127489797","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