2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)最新文献_第6页

Classification of Acute Liver Failure using Machine Learning Algorithms 使用机器学习算法对急性肝衰竭进行分类

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865744

Diganta Sengupta, Subhash Mondal, Sanway Basu, Anish Kumar De, Shaumik Nath, Amartya Pandey

引用次数: 0

SIRT: Machine-Learning-based Selective Intensity Range Thresholding for Aircraft Visual Docking Guidance Refinement and Interpretation 基于机器学习的飞机视觉对接制导的选择性强度范围阈值细化和解释

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865711

Debabrata Pal, Anvita Singh, Abhishek Alladi

{"title":"SIRT: Machine-Learning-based Selective Intensity Range Thresholding for Aircraft Visual Docking Guidance Refinement and Interpretation","authors":"Debabrata Pal, Anvita Singh, Abhishek Alladi","doi":"10.1109/CONECCT55679.2022.9865711","DOIUrl":"https://doi.org/10.1109/CONECCT55679.2022.9865711","url":null,"abstract":"We propose an automated Visual Docking Guidance System (VDGS) message interpretation service towards a smart and safe aviation endeavor. Owing to the priority of aviation safety criticality and the simultaneous need for smart airport, ground marshallers are getting replaced by VDGS to automatically detect obstacles, probable wingtip collisions and provide suitable assisted parking guidance to pilots. Nevertheless, the discrete presence of light-emitting diodes (LED) in VDGS dot-matrix display coupled with adversarial climatic conditions and far, low-light visibility creates the barrier in automated message detection and interpretation services. In this paper, we propose a novel Selective Intensity Range Thresholding (SIRT) for learning degraded LED pixel intensities and generate a refined synthetic display image. Furthermore, we propose an end-to-end pipeline for automatic recognition of VDGS alphanumeric texts and interpretation of symbologies to infer docking messages. The proposed solution aims to provide automated notification to the pilots about interpreted situational awareness messages from VDGS and record VDGS LED malfunction for rectification.","PeriodicalId":380005,"journal":{"name":"2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114541175","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

Latency-Aware Tactile Cyber-Physical Systems for Mission-Critical Applications 用于关键任务应用的延迟感知触觉信息物理系统

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865778

M. S, Raja Vara Prasad Y, Paventhan A

{"title":"Latency-Aware Tactile Cyber-Physical Systems for Mission-Critical Applications","authors":"M. S, Raja Vara Prasad Y, Paventhan A","doi":"10.1109/CONECCT55679.2022.9865778","DOIUrl":"https://doi.org/10.1109/CONECCT55679.2022.9865778","url":null,"abstract":"The Internet has revolutionized global connectivity and enabled sharing information through communication networks. The Internet has evolved over different stages of fixed, Mobile Internet, Internet of Things (IoT), and now Tactile Internet. The objective of Tactile Internet is to address the challenges of achieving real-time interaction between physical and virtual worlds. Applications of Tactile Internet in different fields increased to multi-fold involving precise human-to-machine and machine-to-machine interactions that require Ultra-Reliable Low Latency Communications (URLLC) present in 5G networks. Tactile Cyber-Physical System (TCPS) based communications are being used in time-critical applications with high reliability of data. In this paper, the standards and design considerations helpful for achieving Tactile Internet are discussed. A detailed plan for a Tactile Internet backbone testbed implementation between Bangalore and Chennai cities of India is also discussed in detail in this paper. This paper also proposes an IEEE 802.1 TSN testbed to study latency, jitter parameters, and design considerations, in the context of Tactile Internet for mission-critical applications.","PeriodicalId":380005,"journal":{"name":"2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125766527","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

Segregation Of Blood Cells Using Low Powered Di-Electrophoretic Field Force 利用低功率双电泳电场力分离血细胞

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865774

Rohit Dattatreya Hegde, R. S, A. R, P. Sharan, Anup M. Upadhyaya, Ciro Rodrigues

引用次数: 2

Fully Automated Traffic Light Controller system for a four-way intersection using Verilog 使用Verilog的全自动交通灯控制器系统用于四路交叉路口

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865755

Pranaav Jothi M, Srivatsan M, K. P, Prakash P, Kasthuri P

引用次数: 1

Object Classification using Micro-Doppler Signature and Clutter Suppression in MIMO Radar 基于微多普勒特征和杂波抑制的MIMO雷达目标分类

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865108

Titas Ghoshal, K. Hari

引用次数: 1

Delay Estimation of Healthcare Applications Based on MQTT Protocol: A Node-RED Implementation 基于MQTT协议的医疗保健应用延迟估计:一种Node-RED实现

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865759

A. S, S. D. Kumar

{"title":"Delay Estimation of Healthcare Applications Based on MQTT Protocol: A Node-RED Implementation","authors":"A. S, S. D. Kumar","doi":"10.1109/CONECCT55679.2022.9865759","DOIUrl":"https://doi.org/10.1109/CONECCT55679.2022.9865759","url":null,"abstract":"In many developing countries, health monitoring system is among the innovative concepts introduced in recent years. The purpose is to help individuals get proper treatment and diagnosis in a timely manner using advanced medical technologies. IoT has been widely used to connect useful clinical assets and provide patients with smart, dependable, and high-quality healthcare services. In this paper, a new platform independent approach for measuring the delay in exchanging data between publishers and subscribers is proposed. The application was developed using the node-RED flow-based programming tool due to its availability on a variety of platforms; low overhead and capability to manage three levels of QoS to ensure reliability of message transmission makes MQTT to be extensively used. For completeness, three public brokers were tested in order to accurately reflect real-world usage of messaging protocol. Wireshark packet analyzer is used to capture packets while transmitting messages through three levels of QoS with various public brokers in order to analyse end-to-end delays. Results obtained show the maximum end-to-end delay ranged from below 0.7 seconds for fully acknowledged QoS 2 to a few hundreds of milliseconds for unconfirmed QoS 0. QoS 1 appears to be the optimum compromise between low end-to-end delay and minimized variability.","PeriodicalId":380005,"journal":{"name":"2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131947181","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

Comparative analysis of PI and Fuzzy based speed controllers for Indirect Field-oriented Control of Induction Motor Drives PI与模糊速度控制器在感应电机间接定向磁场控制中的比较分析

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865688

Achala Ayodhya, Sachin Angadi, A. B. Raju

{"title":"Comparative analysis of PI and Fuzzy based speed controllers for Indirect Field-oriented Control of Induction Motor Drives","authors":"Achala Ayodhya, Sachin Angadi, A. B. Raju","doi":"10.1109/CONECCT55679.2022.9865688","DOIUrl":"https://doi.org/10.1109/CONECCT55679.2022.9865688","url":null,"abstract":"This paper presents a technique of intelligent indirect field-oriented control (IFOC) of the induction motor(IM) drives for the superior transient performance. Traditionally, IFOC of IM drives is reported using linear PI-Controllers. These Conventional PI-IFOC methods suffer limitations due to saturation phenomenon and non-linearities in the IM’s. To overcome these drawbacks, a Fuzzy logic based IFOC for IM drive is proposed in this paper. A closed-loop speed control technique making use of Conventional PI/Fuzzy based controllers is used for the investigation in this project. The IM has been convoluted in IFOC by splitting the current produced by the stator into flux (id) and torque (iq) producing components (d-q components). The torque producing component of the current (iqs∗) for an IM is regulated using a Fuzzy based intelligent controller. The speed and torque responses of Conventional PI and Fuzzy Logic based Controller are observed and are compared for performance assessment. Simulations are carried out employing MATLAB/Simulink and essential results are presented in order to demonstrate the superior dynamic performance of proposed Fuzzy-IFOC compared to conventional PI-IFOC controller.","PeriodicalId":380005,"journal":{"name":"2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122325557","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

T5W: A Paraphrasing Approach to Oversampling for Imbalanced Text Classification T5W:用于不平衡文本分类的过采样释义方法

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865812

A. Patil, Shreekant Jere, Reshma Ram, Shruthi Srinarasi

{"title":"T5W: A Paraphrasing Approach to Oversampling for Imbalanced Text Classification","authors":"A. Patil, Shreekant Jere, Reshma Ram, Shruthi Srinarasi","doi":"10.1109/CONECCT55679.2022.9865812","DOIUrl":"https://doi.org/10.1109/CONECCT55679.2022.9865812","url":null,"abstract":"Imbalanced datasets are datasets with one or more underrepresented classes when compared to other classes. Such datasets pose problems during classification due to the lack of sufficient data to train minority classes. To handle this imbalance in text data, this paper proposes an oversampling technique that uses a combination of the T5 Transformer and the WordNet corpus to balance the dataset by paraphrasing text in minority classes. The WordNet corpus is used to extract synonyms of \"relevant\" words. Substituting these synonyms in the sentences augments the database by increasing data in minority classes. Combining these augmented sentences with the paraphrased sentences extracted using the T5 Transformer results in a larger and balanced dataset. Standard classifiers such as the Logistic Regression algorithm are used to compare the performance metrics before and after resampling the dataset. The results show that oversampling using the proposed approach significantly improves the performance of text classification algorithms. To automate the task of oversampling using a paraphrasing tool, the integration of the model with a Robotic Process Automation tool is detailed.","PeriodicalId":380005,"journal":{"name":"2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116430741","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

Mobile based Inventory Management System with QR code 基于手机的QR码库存管理系统

2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2022-07-08 DOI: 10.1109/CONECCT55679.2022.9865739

Shayantani Kar, Shresth Bhimrajka, Aditya Kumar, Subhamita Mukherjee

引用次数: 2