Franklin Open最新文献_第10页

Erratum to “Identify and classify pests in the agricultural sector using metaheuristics deep learning approach” [Franklin Open Volume 3, June 2023, 100024] “使用元启发式深度学习方法识别和分类农业部门的害虫”的勘误表[Franklin Open Volume 3， June 2023,100024]

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100122

Atul B. Kathole , Jayashree Katti , Savita Lonare , Gulbakshee Dharmale

引用次数: 0

Semantic communication-based convolutional neural network for enhanced image classification 基于语义通信的卷积神经网络增强图像分类

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100192

Nivine Guler , Zied Ben Hazem

{"title":"Semantic communication-based convolutional neural network for enhanced image classification","authors":"Nivine Guler , Zied Ben Hazem","doi":"10.1016/j.fraope.2024.100192","DOIUrl":"10.1016/j.fraope.2024.100192","url":null,"abstract":"<div><div>In AI-IoT environments, the traditional centralized cloud computing approach leads to high network transmission volumes and communication delays, negatively affecting intelligent task performance. This study addresses these issues by introducing an innovative semantic communication system model for intelligent tasks, leveraging deep learning techniques. The research focuses on image classification tasks constrained by bandwidth and delay in AI-IoT scenarios. The proposed model features a tailored semantic communication network architecture, where image feature maps are extracted on IoT devices. These semantic relations are then compressed based on the extracted feature maps to reduce power consumption on IoT devices and mitigate communication transmission pressures. Simulations and comparative analyses of various network performance metrics show that the proposed semantic communication system improves image classification accuracy by 90%% at low signal-to-noise ratios compared to traditional methods. With an 80%% compression ratio, the classification accuracy loss is minimal—within 2%%—when the signal-to-noise ratio exceeds 0. Additionally, at a signal-to-noise ratio of 20, the semantic compression transmission scheme enhances classification accuracy by 30%% compared to random compression. Moreover, the proposed system outperforms traditional approaches in execution time by approximately 80%%.</div></div>","PeriodicalId":100554,"journal":{"name":"Franklin Open","volume":"9 ","pages":"Article 100192"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142743112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Identifiability in networks of nonlinear dynamical systems with linear and/or nonlinear couplings 具有线性和/或非线性耦合的非线性动力系统网络的可辨识性

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100195

Nathalie Verdière

引用次数: 0

Unstable periodic orbits and hyperchaos in 2D quadratic memristor map 二维二次型忆阻器映射中的不稳定周期轨道和超混沌

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100193

Sishu Shankar Muni

引用次数: 0

Optimal tuning of PID controller for V/f control of linear induction motor using artificial biological intelligence 基于人工生物智能的线性感应电机V/f控制PID控制器的最优整定

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100183

Vineet Shekher , Aayush Sisodiya , Ashutosh Kumar Sinha , Himanshu Harsh , Nirmala Soren

引用次数: 0

Balanced truncation model reduction for laser heating wafer model in frequency restricted domain 限制频域激光加热晶圆模型的平衡截断模型简化

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100191

Md. Saiduzzaman , Md. Shafiqul Islam , Md. Sumon Hossain , M. Monir Uddin , Mohammad Osman Gani

引用次数: 0

Insights into brain network dynamics across ages using group-ICA functional parcellation 洞察大脑网络动态跨年龄使用群体ica功能包裹

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100178

Lorena Malinalli López-Medina , Omar Paredes , Sorpresa Lora-Castro , Rebeca Romo-Vázquez , J. Alejandro Morales , Hugo Vélez-Pérez

{"title":"Insights into brain network dynamics across ages using group-ICA functional parcellation","authors":"Lorena Malinalli López-Medina , Omar Paredes , Sorpresa Lora-Castro , Rebeca Romo-Vázquez , J. Alejandro Morales , Hugo Vélez-Pérez","doi":"10.1016/j.fraope.2024.100178","DOIUrl":"10.1016/j.fraope.2024.100178","url":null,"abstract":"<div><div>Aging is a natural and inevitable process in human life that involves changes in the brain. The brain becomes structurally, functionally, and interconnected differently. The evolution of brain activity and its anatomy follows separate paths, causing them to not always align. Independent Component Analysis (ICA), a Blind Source Separation (BSS) method, enables brain parcellation considering an individual's functional patterns. This is advantageous when studying brain function at different stages of life, allowing for a more comprehensive and flexible approach that accounts for age-related differences. This study aims to investigate the relationship between age and functional networks, exploring the differences in the functional parcellations of two different age groups and their networks. We propose a method utilizing group-ICA that identifies functional connectivity patterns to estimate coherent networks. We found variations in the distribution of the age-related networks and the brain portions they covered; some networks in old adults encompassed smaller areas in comparison to the networks in young adults.</div></div>","PeriodicalId":100554,"journal":{"name":"Franklin Open","volume":"9 ","pages":"Article 100178"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143097398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Erratum to “Enhancing production inventory management for imperfect items using fuzzy optimization strategies and Differential Evolution (DE) algorithms” [Franklin Open Volume 5, December 2023, 10005] “使用模糊优化策略和差分进化（DE）算法加强不完美产品的生产库存管理”的勘误[Franklin Open Volume 5， December 2023,10005]

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100123

Chinmay Saha , Dipak Kumar Jana , Avijit Duary

引用次数: 0

Hue-preserving lightness and saturation modification in RGB color space for protanopia and deuteranopia 红色盲和暗色盲的RGB色彩空间保色明度和饱和度修正

Franklin Open Pub Date : 2024-12-01 DOI: 10.1016/j.fraope.2024.100190

Ayaka Fujita , Mashiho Mukaida , Tadahiro Azetsu , Noriaki Suetake

{"title":"Hue-preserving lightness and saturation modification in RGB color space for protanopia and deuteranopia","authors":"Ayaka Fujita , Mashiho Mukaida , Tadahiro Azetsu , Noriaki Suetake","doi":"10.1016/j.fraope.2024.100190","DOIUrl":"10.1016/j.fraope.2024.100190","url":null,"abstract":"<div><div>Colors are not seen in the same way among all people. For example, to dichromats such as protanope and deuteranope, red and green appear similar ochre-like colors. Therefore, it is difficult for dichromats to distinguish such color combinations. The purpose of this study is to propose a color conversion method that produces images that are easy for dichromats to discriminate colors, without significantly changing the impression of the original image for both dichromats and trichromats. The proposed method modifies the lightness of pixels to take into account colors that are difficult for dichromats to discriminate, thus enabling color discrimination. Furthermore, by also modifying the saturation of the pixels, the image quality degradation caused by overemphasis, which occurs when only modifying the lightness, is suppressed. To demonstrate the effectiveness of the proposed method, experiments using various images are conducted. From the resultant images, it can be confirmed that the proposed method achieves the color conversion that serves its purpose. The main results of quantitative evaluation are as follows. (1) In the index evaluating the degree of contrast improvement for colors which are difficult for dichromats to discriminate, the average value of the proposed method is about 0.84, and indicates that the proposed method is comparable to the conventional methods. (2) In the index represented by the ratio of the number of pixels clipped with white or black, the average of the proposed method is <span><math><mrow><mn>4</mn><mo>.</mo><mn>38</mn><mo>×</mo><mn>1</mn><msup><mrow><mn>0</mn></mrow><mrow><mo>−</mo><mn>4</mn></mrow></msup></mrow></math></span> and indicates that there are almost no clipped white and black pixels.</div></div>","PeriodicalId":100554,"journal":{"name":"Franklin Open","volume":"9 ","pages":"Article 100190"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143097396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A fault-tolerant topology for single-phase H-bridge inverters addressing open- and short-circuit failures for industrial applications 用于单相h桥逆变器的容错拓扑，可解决工业应用中的开路和短路故障

Franklin Open Pub Date : 2024-11-26 DOI: 10.1016/j.fraope.2024.100189

Chouaib Djaghloul , Noman Khan , Khalil El Khamlichi Drissi , Kambiz Tehrani

引用次数: 0