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2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)最新文献

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Fingerprint Identification Banking(FIB); Affordable and Secure Biometric IOT Design 指纹识别银行;经济实惠和安全的生物识别物联网设计
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212558
Atajahangir Moshayedi, Masoumeh Soleimani, Mehdi Marani, Shuxin Yang, Abolfazl Razi, M. E. Andani
{"title":"Fingerprint Identification Banking(FIB); Affordable and Secure Biometric IOT Design","authors":"Atajahangir Moshayedi, Masoumeh Soleimani, Mehdi Marani, Shuxin Yang, Abolfazl Razi, M. E. Andani","doi":"10.1109/AINIT59027.2023.10212558","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212558","url":null,"abstract":"Biometrics, particularly fingerprint recognition, plays a significant role in enhancing security and accurate identification across various industries. Its non-transferable and non-reproducible nature makes it highly desirable. Fingerprint authentication in ATMs offers improved security through unique identification and user convenience by eliminating the need for PINs or passwords. This project focuses on account management through ATMs and utilizes a portable device to address issues like card trapping and PIN theft. The system is designed to be affordable and user-friendly. The results of the system's implementation demonstrate its successful use over A sample of 60 uses and the obtained confusion matrix indicates a high classification accuracy rate and a low error rate. However, a relatively small false positive rate suggests the possibility of some false alarms or misclassifications.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129794719","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
Global sensitivity indices for multivariate outputs using RBF-PCE metamodel 基于RBF-PCE元模型的多变量输出全局敏感性指标
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212559
Lin Chen, Hanyan Huang, Shenshen Liu
{"title":"Global sensitivity indices for multivariate outputs using RBF-PCE metamodel","authors":"Lin Chen, Hanyan Huang, Shenshen Liu","doi":"10.1109/AINIT59027.2023.10212559","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212559","url":null,"abstract":"Global sensitivity analysis aims to identify the most influential input variables of structural systems, and Vector Projection-based Sensitivity Indices (VPSIs) are efficient to character the comprehensive effects of input variables in a model with multivariate outputs. However, these indices were estimated by Monte Carlo simulation, leading to expensive computational costs. Therefore, an efficient surrogate-based method for vector projection-based sensitivity analysis is proposed in this paper. The hybrid metamodel constructed by sparse Polynomial Chaos Expansion (sPCE) and Radial Basis Function (RBF) is generalized to a multiple-output model, and VPSIs are estimated by the known information of the RBF-PCE model. The experiment results show that the proposed method has high accuracy and efficiency with a few samples.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"192 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121529483","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 Control Method for Flying Robots 飞行机器人的控制方法
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212987
Yizhu Zhang, Lizhong Lu, Wei Ding, Sihan Li, Guangpu Wang, X. Liu
{"title":"A Control Method for Flying Robots","authors":"Yizhu Zhang, Lizhong Lu, Wei Ding, Sihan Li, Guangpu Wang, X. Liu","doi":"10.1109/AINIT59027.2023.10212987","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212987","url":null,"abstract":"This paper proposes a flight robot control method by controlling the flight robot to fly to a reference hover point and activating the robotic arm for grasping operations to grasp airborne objects. During the grasping operation, the first kinematics information of the multi rotor flight platform and the second kinematics information of the manipulator are obtained. According to the first kinematics information and the second kinematics information, calculate the disturbance force and disturbance torque of the manipulator base. According to the disturbance force and disturbance torque, the compensation force of the Six degrees of freedom pose compensation device is calculated. The Six degrees of freedom pose compensation device is controlled to output compensation force to compensate the pose disturbance of the manipulator base. This can improve the accuracy of pose control at the end of the robotic arm and achieve reliable grasping of aerial objects.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121512469","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
Research and Realization on 3D Propeller Cavitaion Reconstruction 螺旋桨三维空化重建的研究与实现
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212693
Wuxia Yan
{"title":"Research and Realization on 3D Propeller Cavitaion Reconstruction","authors":"Wuxia Yan","doi":"10.1109/AINIT59027.2023.10212693","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212693","url":null,"abstract":"The problem of propeller cavitation can lead to a decrease in performance or even breakage of propeller blades, and the study of propeller cavitation has significant practical significance. The use of computer vision technology for propeller cavitation experiments has always been a hot topic in the field of shipping research. However, there are many difficulties in studying the behavior of propellers in cavitation water tube experimental equipment or pressure reducing water tank environments. In response to this problem, this paper proposes a non-contact binocular stereo vision technology to reconstruct propeller cavitation. Firstly, preprocess the images collected from the experiment and separate the bubbles from blades. Then, the focus is on correcting the preprocessed image. On the basis of obtaining camera parameters based on camera calibration, polar correction is performed to obtain three-dimensional information of the bubbles and ultimately reconstruct the three-dimensional image of the bubbles. The experimental results indicate that this method can achieve good experimental results.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114279991","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
Design and Implementation of Code Plagiarism Detection System 代码抄袭检测系统的设计与实现
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212887
Tingzhou Liu, Zi-Shu Zhao, Hui Fang, Qin Huang, Wei Zhang
{"title":"Design and Implementation of Code Plagiarism Detection System","authors":"Tingzhou Liu, Zi-Shu Zhao, Hui Fang, Qin Huang, Wei Zhang","doi":"10.1109/AINIT59027.2023.10212887","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212887","url":null,"abstract":"Despite the offline activities restriction due to the pandemic in the past two years, technology development allows courses and teaching activities to hold online. Therefore, online exams and competitions for computer-related majors will inevitably involve plagiarism. This research aims to develop an efficient and easy-to-use code plagiarism detection system supported by practical application results. The paper will first analyze the advantages and disadvantages of existing code plagiarism detection methods and systems, investigate the needs of college teachers for code plagiarism detection, propose a method to parse the source code, and then use the RKR-GST algorithm to calculate the similarity between the codes.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122853498","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
Design and Experimental Analysis of Hardware and Software of Quadrotor Aircraft System 四旋翼飞行器系统软硬件设计与实验分析
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212457
Guangpu Wang, Wei Ding, Dong Liang, X. Liu, Yuxin Zhang, Lizhong Lu
{"title":"Design and Experimental Analysis of Hardware and Software of Quadrotor Aircraft System","authors":"Guangpu Wang, Wei Ding, Dong Liang, X. Liu, Yuxin Zhang, Lizhong Lu","doi":"10.1109/AINIT59027.2023.10212457","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212457","url":null,"abstract":"Quadrotor aircraft can lift vertically, widely used in the military and civil fields, in the design of aircraft, combined with single-chip design, can improve the overall performance. Therefore, the STM32F427 chip was used as the processor to design the aircraft system, build the four-rotor aircraft platform, and use the platform to carry out hovering and flight motion experiments on the control system and attitude estimation algorithm. The experimental results show that the control system and attitude estimation algorithm can ensure the hovering and stable flight of the aircraft, which has certain theoretical significance and engineering value.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115343333","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
Named Entity Recognition of Medical Examination Reports Based on BiLSTM+CRF Model 基于BiLSTM+CRF模型的体检报告命名实体识别
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212675
Ying Zhang, Fan Zhang
{"title":"Named Entity Recognition of Medical Examination Reports Based on BiLSTM+CRF Model","authors":"Ying Zhang, Fan Zhang","doi":"10.1109/AINIT59027.2023.10212675","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212675","url":null,"abstract":"Medical examination reports are typical unstructured data written in natural language. Named entity recognition (NER) is used to extract key information from medical texts, which serves as the foundation for further analysis of entity relationships and extraction of diagnostic knowledge. Currently, using either deep learning models or earlier conditional random field (CRF) models alone has their respective drawbacks, such as heavy annotation workload, overfitting, and model generalization issues. Additionally, Chinese medical text data presents greater difficulties for NER tasks due to its specialized and non-standardized structure. To address these issues, this paper proposes an integrated model for extracting structured information from medical examination reports, namely the Bi-LSTM and CRF ensemble model (BLC). BLC identifies medical entities in the reports, with the BiLSTM model determining the probability of each label for individual characters and the CRF decoding ensuring the final sequence adheres to the output standards. Real gastrointestinal endoscopy reports provided by hospitals were used as experimental data for annotation, and the Bi-LSTM+CRF model was built using the TensorFlow framework for training the experimental data. The effects of different parameters on entity recognition were compared. The results showed that under the BIOES annotation scheme, the model's recognition performance was superior to the BIO annotation scheme. Good segmentation results for entity categories with well-segmented features led to better recognition performance.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115771492","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
BFC+: Analysis and Improvement of the Congestion Control Algorithm BFC BFC+:拥塞控制算法BFC的分析与改进
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212521
Ketong Wu
{"title":"BFC+: Analysis and Improvement of the Congestion Control Algorithm BFC","authors":"Ketong Wu","doi":"10.1109/AINIT59027.2023.10212521","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212521","url":null,"abstract":"BFC is a per-flow per-hop congestion control method published in NSDI in 2022. BFC utilizes router support for multiple queues to perform per-flow per-hop level traffic scheduling within the network to maximize link utilization without requiring endpoint participation. A necessary condition for BFC to perform optimally is that routers must have sufficient buffer space and be able to truly isolate multiple flows within the same router. However, our experiments found that BFC's queue allocation algorithm cannot always effectively isolate multiple flows. BFC determines whether a queue is available by checking if the queue is empty, but in actual networks, it is common for queues to be empty during the absence of congestion or in the early stages of congestion. This can mistakenly allocate multiple flows to the same queue, causing BFC's scheduling ability to not perform optimally. This paper solves this problem and proposes an improved method called BFC+. Our experiments show that compared to BFC, BFC+'s queue allocation is more reasonable and has better performance.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128451248","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 Model for Predicting the Number of EDPs and Cultural Loss edp数量与文化损失的预测模型
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212627
Zhiying Wang, K. Lin
{"title":"A Model for Predicting the Number of EDPs and Cultural Loss","authors":"Zhiying Wang, K. Lin","doi":"10.1109/AINIT59027.2023.10212627","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212627","url":null,"abstract":"Sea level rise has become a major catastrophe in coastal areas. This study aims to explore the methods and techniques of sea level rise risk prediction and provide scientific evidence for formulating response strategies. This paper predicts EDPs population growth by building a grey Verhulst model of potential EDPs projections with a risk assessment model of cultural loss, and finds that sea level rise is most harmful to culture, and the risk of cultural loss is 71.99%. In addition, this paper also collects relevant data from 27 countries and constructs an equity distribution model to make effective suggestions for government management. We found that compared to the original cultural layout, the cultural layout of culturally weak and culturally weak areas remains basically unchanged and exists independently.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131707699","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
Trajectory Optimization and Control Method Based on Multistage Nonlinear Model Predictive Control 基于多阶段非线性模型预测控制的轨迹优化与控制方法
2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2023-06-16 DOI: 10.1109/AINIT59027.2023.10212767
Qingchun Zheng, Zhi-Xin Peng, P. Zhu, Ran Zhai
{"title":"Trajectory Optimization and Control Method Based on Multistage Nonlinear Model Predictive Control","authors":"Qingchun Zheng, Zhi-Xin Peng, P. Zhu, Ran Zhai","doi":"10.1109/AINIT59027.2023.10212767","DOIUrl":"https://doi.org/10.1109/AINIT59027.2023.10212767","url":null,"abstract":"To improve the trajectory optimization efficiency of robot manipulators, this paper proposes a novel approach for trajectory optimization and control of manipulators based on multistage nonlinear model predictive control (msNLMPC). This approach is realized by using a neural state space model as the prediction model of nonlinear model predictive control (NLMPC). The simulation results show that the actual trajectory of the manipulator in our proposed scheme coincides with the desired trajectory. The manipulator achieves the control task of following the optimal trajectory. Our proposed method improves the trajectory optimization efficiency of the robot manipulator.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"76 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113970001","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
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