2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT)最新文献_第9页

IoT Framework for Real Time Weather Monitoring using Machine Learning Techniques 使用机器学习技术进行实时天气监测的物联网框架

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10156901

F. Sharon, Asnath Victy Phamila Y, G. S

{"title":"IoT Framework for Real Time Weather Monitoring using Machine Learning Techniques","authors":"F. Sharon, Asnath Victy Phamila Y, G. S","doi":"10.1109/ICEEICT56924.2023.10156901","DOIUrl":"https://doi.org/10.1109/ICEEICT56924.2023.10156901","url":null,"abstract":"Weather forecasting and weather warnings are used to protect human lives and property. Temperature, Outlook, Humidity, and Wind forecasts are critical for farmers, as well as traders in product markets. Since weather data analytics necessitates extreme precision, high-performance computing is required to handle the massive amount of data. The significant variability of climatic observations obtained in a day makes weather forecasting difficult. The objective of this project is to forecast the weather parameters for the next 24 hours using Auto ARIMA model and to use machine learning techniques to reliably predict the weather. Machine learning predicts the weather conditions for the day using strong and highly significant results based on current data. A cost effective IoT frame work is designed to read the real time input using sensors integrated with Arduino platform. By inputting average temperature, humidity, pressure, and other variables, decision trees and the Random Forest Algorithm will be utilized to predict events such as fog, rain, dry, windy, clear, breezy, and thunder. The algorithm is evaluated based on various performance metrics that include precision, recall, F score and accuracy.","PeriodicalId":345324,"journal":{"name":"2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132741056","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 Transfer Learning Approach for Classification of Knee Osteoarthritis 膝骨关节炎分类的迁移学习方法

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10157147

Rahil Parikh, S. More, Nandita Kadam, Yash Mehta, Harsh Panchal, Himanshu Nimonkar

{"title":"A Transfer Learning Approach for Classification of Knee Osteoarthritis","authors":"Rahil Parikh, S. More, Nandita Kadam, Yash Mehta, Harsh Panchal, Himanshu Nimonkar","doi":"10.1109/ICEEICT56924.2023.10157147","DOIUrl":"https://doi.org/10.1109/ICEEICT56924.2023.10157147","url":null,"abstract":"Artificial intelligence is a concept that is extremely popular in the realm of healthcare and medical imaging. It strives to generate experimental findings that are beyond the capacity of humans and encourages consistent outcomes in assisting clinical specialists. Doctors that rely substantially on pictures, such as radiographers profit greatly from medical X-ray image analysis. Early-stage Knee Osteoarthritis detection is one such imaging prognosis. Wear and tear along with the slow degeneration of the articular cartilage are the main causes of knee osteoarthritis. Due to sophisticated technology, osteoarthritis detection employing X-ray pictures demands professionals who are technically proficient. Long examination periods and erroneous outcomes might stem from a lack of professional expertise. Thus, in this paper, a rapid and effective technique of utilizing Artificial Intelligence, medical image processing, and Machine Learning, has been suggested, to aid clinicians in making proper conclusions in classifying Knee Osteoarthritis at its early stages. The intricacies of Artificial Intelligence will surely aid in the faster adoption of technology in healthcare.","PeriodicalId":345324,"journal":{"name":"2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133539551","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 Analysis of Three Operand Binary Adder 三操作数二进制加法器的设计与分析

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10157081

Vamshi Surigi, Bhavith Koppunuri, Ashok Chandrakala, Sangeeta Signh

{"title":"Design and Analysis of Three Operand Binary Adder","authors":"Vamshi Surigi, Bhavith Koppunuri, Ashok Chandrakala, Sangeeta Signh","doi":"10.1109/ICEEICT56924.2023.10157081","DOIUrl":"https://doi.org/10.1109/ICEEICT56924.2023.10157081","url":null,"abstract":"In any electrical gadget, the logical and mathematics unit has always been the most important component. A logic and mathematics unit must have an efficient algorithmic action that includes basic arithmetic and addition in order to be relevant in contemporary advances. The three input adder appears to be the main functional unit utilised in several cryptographic and pseudo-random number bit generator (PRBG) techniques to do known algorithms. The most common three-operand addition mechanism appears to be the carrysave adder (CS3A). The cascading effect stage of the CS3A, resulted in a high network latency of O, on the other hand (n). Additionally, a parallel prefix two-operand adder like the Han-Carlson (HCA) may be utilised for three-operand addition at an additional hardware cost, considerably lowering the design time. As a consequence, an advent of high and area-efficient adder design is developed, which executes three-operand binary addition utilising pre-compute bitwise adding followed by carry prefix calculation logic, consuming much less area, low power, and reducing adder latency greatly. Many into one is an acronym for multiplexer. An electronic circuit known as a multiplexer chooses and directs one or more input signals to one or more output signals.","PeriodicalId":345324,"journal":{"name":"2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116100352","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

CEMD Solar Noise Suppression for OFDM based Visible Light Vehicular Communication 基于OFDM的车用可见光通信CEMD太阳噪声抑制

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10157347

Charu Priya S, Deepa T

引用次数: 0

A Novel Social Media-Based Adaptable Approach for Sentiment Analysis Data 一种新的基于社交媒体的情感分析数据适应性方法

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10156976

M. Jeyakarthic, A. Leoraj

引用次数: 0

Agriculture Based Information Transferring Protocol for Effective Communication 基于农业的有效通信信息传输协议

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10156930

S. S, M. Mohandass, Prassath. P. A, P. N, K. K, Abinandhan. S. L

引用次数: 0

Hysteresis Control of Permanent Magnet BLDC Motor Using FOPI Controller as Speed Regulator 基于FOPI控制器的永磁无刷直流电动机滞回控制

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10157435

Shivani Arora, Rajan Kumar, Madan Kumar Das, R. Jarial

引用次数: 0

Health monitoring, Location tracking and Fall detecting device using IoT 使用物联网的健康监测、位置跟踪和跌倒检测设备

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10157648

Nellikonda Geethanjali, Arra Hari Chandana, Gillala Sushma Reddy, K. S. Reddy

{"title":"Health monitoring, Location tracking and Fall detecting device using IoT","authors":"Nellikonda Geethanjali, Arra Hari Chandana, Gillala Sushma Reddy, K. S. Reddy","doi":"10.1109/ICEEICT56924.2023.10157648","DOIUrl":"https://doi.org/10.1109/ICEEICT56924.2023.10157648","url":null,"abstract":"As all know that how important it is, to keep an eye on a person's health in regular intervals. But sometimes it is not possible to monitor in person. So, this device helps to check the basic parameters of health like temperature of the human body and heart rate. It is also helpful if the person's location is tracked so that they can be rescued in case of an emergency, here we use GPS module to track the position of the wearer. If there is a gradual drop of health parameters below the respective threshold values, there are chances of fall of the person. If the fall can be detected it would convey the emergency of the person. We use accelerometer (MPU6050) to detect the fall of the wearer. Arduino UNO helps in collecting, processing and analyzing the data. To smoothen the process of monitoring we use IoT as the medium of communication. ThingSpeak cloud platform is used where the data is updated in regular intervals. The data obtained is in graphical form, at the same time the accurate values are mentioned on it.","PeriodicalId":345324,"journal":{"name":"2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129120416","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

An Enhanced Technique To Classify OCT Images Using Deep Learning 一种基于深度学习的增强OCT图像分类技术

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10157652

J. P., Krishnamoorthy N, S. S, Tamilkumar R, Yokesh P

引用次数: 0

Design of Matlab/Simulink-based Edge Detection operators and hardware implementation on ZYNQ FPGA 基于Matlab/ simulink的边缘检测算子设计及ZYNQ FPGA硬件实现

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) Pub Date : 2023-04-05 DOI: 10.1109/ICEEICT56924.2023.10157479

Rahul Gowtham Poola, Lahari P.L, S. Yellampalli

{"title":"Design of Matlab/Simulink-based Edge Detection operators and hardware implementation on ZYNQ FPGA","authors":"Rahul Gowtham Poola, Lahari P.L, S. Yellampalli","doi":"10.1109/ICEEICT56924.2023.10157479","DOIUrl":"https://doi.org/10.1109/ICEEICT56924.2023.10157479","url":null,"abstract":"Edge detection is an algorithm that uses specialized kernels to capture boundary features of the image in the domains of vision research. Edge-detection algorithms can be accomplished to a large extent at the software extraction level, yet implementing it via FPGA can be significant for local edge recognition in images. Edge detection is an interaction to recognize boundaries from digital images by distinguishing brightness disparities. The paper presents diverse edge-detection techniques. This strategy incorporates morphological local edge detection and contrast enhancement. The paper presents a SIMULINK-based edge-detection model for operators including Prewitt, Sobel, and Robert and their corresponding simulation results. The boundaries of the region of interest are extracted as features from chest radiographs. The assessment of processed standards is significant in imaging applications. Image standard assessment is allied to similarity assessment where the standard is assessed on the distinction between a primary and a processed image. The edge detection models are implemented on EDGE ZYNQ SoC FPGA Development Board. Using an IP core built on Verilog, the input images are read from storage and the edge-detected images are written to storage. All tasks have been effectively accomplished via Xilinx Verilog code that is compiled using the Vivado and SDK programming tools. An EDGE ZYNQ SoC FPGA Development Board is then used to execute the algorithm, and computational results are derived. The findings of the Simulink implementation are used to substantiate the FPGA simulation results. According to the findings, the edge-detection algorithm is designed and implemented successfully on the EDGE ZYNQ SoC FPGA Development Board.","PeriodicalId":345324,"journal":{"name":"2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128949783","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