2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC)最新文献_第9页

Parametric Investigation of Antenna designs for 5G Communications 5G通信天线设计的参数化研究

2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC) Pub Date : 2023-02-10 DOI: 10.1109/ICRTEC56977.2023.10111877

Lipsa Dash, Swati Nigam, Dharshan V, S. M., Sreeraksha P, Shreya

引用次数: 0

Performance Analysis of Pistachio Species Classification using Support Vector Machine and Ensemble Classifiers 基于支持向量机和集成分类器的开心果物种分类性能分析

2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC) Pub Date : 2023-02-10 DOI: 10.1109/ICRTEC56977.2023.10111889

M. Subbarao, G. Ram, D. R. Varma

{"title":"Performance Analysis of Pistachio Species Classification using Support Vector Machine and Ensemble Classifiers","authors":"M. Subbarao, G. Ram, D. R. Varma","doi":"10.1109/ICRTEC56977.2023.10111889","DOIUrl":"https://doi.org/10.1109/ICRTEC56977.2023.10111889","url":null,"abstract":"The effectiveness of post-harvest industrial operations is crucial for preserving the economic value of pistachio nuts, which play a significant role in the agricultural economy. To achieve higher efficiency, new methods and technology are required for pistachio separation and categorization. Different pistachio species cater to distinct markets, which enhances the necessity for species categorization. The objective of this paper is to construct different classification models that differs from existing separation approaches and is capable of providing the requisite classification based on machine learning (ML) techniques. In this paper, a multi-level system comprising feature extraction, feature selection, and classification is developed. To analyze the performance of variety of Support Vector Machines (SVM) and Ensemble Classifiers (ECs), initially a set of 28 attributes are extracted from a dataset of 2148 images. Further, with the help of Principle Component Analysis (PCA) 16 effective features are identified to train the models. Experimental findings revealed that the suggested method had a classification success rate of 93.9 percent. From the analysis, it is observed the proposed models are superior to that of existing approaches.","PeriodicalId":217375,"journal":{"name":"2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC)","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115974293","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: 2

A Wireless Detector Network for Three-Dimensional Positioning Using Artificial Neural Networks 基于人工神经网络的三维定位无线探测器网络

2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC) Pub Date : 2023-02-10 DOI: 10.1109/ICRTEC56977.2023.10111934

J. Suneetha, N. L, Husna Tabasum, Swamy Goud, Rakheeba Taseen, Mahesh B. Neelagar

引用次数: 3

Enhanced Multimedia Broadcast Multicast service using virtualized 5G network 基于虚拟化5G网络的增强型多媒体广播组播业务

2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC) Pub Date : 2023-02-10 DOI: 10.1109/ICRTEC56977.2023.10111931

S. B. Rudraswamy, K. Marathe, S. Lasitha, T. Chethan, S. Anjali, V. Sinchana

{"title":"Enhanced Multimedia Broadcast Multicast service using virtualized 5G network","authors":"S. B. Rudraswamy, K. Marathe, S. Lasitha, T. Chethan, S. Anjali, V. Sinchana","doi":"10.1109/ICRTEC56977.2023.10111931","DOIUrl":"https://doi.org/10.1109/ICRTEC56977.2023.10111931","url":null,"abstract":"The present network is proliferating, and so is the density of the heterogeneous wireless infrastructure. With the emergence of wireless communication, initially to build a cellular network there was a requirement for a large scale of proprietary hardware. This has made it too expensive to set up even a small-scale cellular network. But with the rise of Software definition the Network (SDN) and Virtualization of Network functions (NVF), it has become cheaper to build a new cellular network. So, for achieving a design for managing chaos in the network, the decoupling of the management functionalities (previously present at the Base Station) is done and moved into the cloud. Hence, the concept of proprietary hardware will be evolved into Commercial off-the-shelf (COTS) Hardware, which has an advantage of easy replacements of malfunctioning devices, within a short notice. The goal is to demonstrate the Software-Defined Virtual Mobile Network (SDVMN), which is an implementation of the wireless communication architecture in a Linux working environment, which when implemented in the physical world, would make use of the COTS hardware concept. Since the wireless communication network is moving towards “virtualization”, the mode of implementation of the project is largely simulation-based, making use of the preferable software environment and preferable software tools.","PeriodicalId":217375,"journal":{"name":"2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129389541","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

Comparison of time complexity growth for different methods/algorithms for rectangular determinant calculations 矩形行列式计算不同方法/算法的时间复杂度增长比较

2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC) Pub Date : 2023-02-10 DOI: 10.1109/ICRTEC56977.2023.10111874

A. Salihu, Halil Snopçe, A. Luma, Jaumin Ajdari

引用次数: 3

A Review on the analysis of Behavioral pattern of Students during pandemic COVID-19 新冠肺炎大流行期间学生行为模式分析综述

2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC) Pub Date : 2023-02-10 DOI: 10.1109/ICRTEC56977.2023.10111912

R. S, Jayasri B. S

引用次数: 0

A Review on VARIBRACE – A Wearable Therapeutic Device 可穿戴治疗装置VARIBRACE的研究进展

2023 International Conference on Recent Trends in Electronics and Communication (ICRTEC) Pub Date : 2023-02-10 DOI: 10.1109/ICRTEC56977.2023.10111857

Nanditha Krishna, Padma C R, Surabhi A S, Saritha Pal, Aishwarya Prabhu, Sahana P

引用次数: 1