2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)最新文献_第6页

Testing Performance for Several Use Cases with an Indoor OpenAirInterface USRP-Based Base Station 基于室内OpenAirInterface usrp基站的几种用例性能测试

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10028998

Gcina Dludla, Mla Vilakazi, Chris R. Burger, A. Lysko, Lwando Ngcama, Lawrence Mboweni, M. Masonta, H. Kobo, Lusani Mamushiane

引用次数: 0

Design of Low Leakage Radiation Hardened 13T SRAM Cell 低泄漏辐射硬化13T SRAM单元的设计

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029130

Shahneela Jamal Kidwai, Sayeed Ahmad, N. Alam

{"title":"Design of Low Leakage Radiation Hardened 13T SRAM Cell","authors":"Shahneela Jamal Kidwai, Sayeed Ahmad, N. Alam","doi":"10.1109/IMPACT55510.2022.10029130","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029130","url":null,"abstract":"This paper presents a 13 Transistor, single bitline radiation hardened SRAM cell (hereafter, referred to as RH13T). Attributed to the single bitline structure, the proposed cell consumes smaller power and the presence of stacked NMOS and PMOS transistors in the design enables it to sustain higher value of charge deposition at its sensitive nodes. RH13T cell offers better critical charge, stability and power dissipation, at the cost of delay penalty, than the cells considered for comparison in this work. We use HSPICE simulations with 65nm PTM model for the analysis and comparison of SRAM cells. The proposed RH13T cell demonstrates critical charge that is 69.64%, 2.64% and 1.82% higher and Hold Static Noise Margin (HSNM) which is 142%, 20% and 19.766% higher than the conventional 6T, AS8T and AS10T SRAM cells respectively. We observe that RH13T offers reduction in write power of 74.72%, 77.23% and 78.408% and reduction in read power of 12.66%, 13.103% and 41.128% and reduction in leakage power of 18.51%, 23.23% and 32.36% when compared to conventional 6T, AS8T and AS10T SRAM cells respectively. Therefore, the proposed RH13T could be an option for low power radiation hardened applications.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126422550","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

Robust Yet Simple Deep Learning-Based Ensemble Approach for Assessing Diabetic Retinopathy in Fundus Images 基于深度学习的眼底图像中糖尿病视网膜病变评估集成方法

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029219

S. Khalid, S. Abdulwahab, Hatem A. Rashwan, M. Abdel-Nasser, N. Sharaf, D. Puig

{"title":"Robust Yet Simple Deep Learning-Based Ensemble Approach for Assessing Diabetic Retinopathy in Fundus Images","authors":"S. Khalid, S. Abdulwahab, Hatem A. Rashwan, M. Abdel-Nasser, N. Sharaf, D. Puig","doi":"10.1109/IMPACT55510.2022.10029219","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029219","url":null,"abstract":"Diabetes mellitus (DM) has epidemic proportions in incidence and prevalence worldwide. The people with DM are all susceptible to acquiring diabetic retinopathy (DR). Microaneurysms, haemorrhages, and exudates are the early symptoms of DR that manifest on the surface of the retina. This paper proposes a deep learning (DL) method based on non-clinical features for grading DR in retinal fundus images. The method is based on ensampling multiple DL networks. The multi-network architecture is well suited to represent the fundus image’s features properly. The proposed model consists of three well-known DL models, mainly VGG16, DenseNet121, ResNet50. For each network, a classifier network grades DR into five classes (i.e., No DR, Mild, Moderate, Severe, and Proliferative). A maximum voting algorithm is applied to merge the three probabilities resulting from the three classifiers to achieve the final DR grading. The proposed system is assessed using the public DDR dataset. The experimental results show that the proposed method based on voting with the DenseNet121 and VGG16, and ResNet50 outperforms the state-of-the-art.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134293280","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

Graphene Based Tunable Terahertz Microstrip Patch Antenna 基于石墨烯的可调谐太赫兹微带贴片天线

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029008

Vishal Singh, G. Varshney, Bambam Kumar

引用次数: 0

A Grounded Flux Controlled Incremental/Decremental Memristor Emulator 接地磁通控制的增量/递减忆阻器仿真器

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029225

Navnit Kumar, Manjeet Kumar, N. Pandey

引用次数: 1

Fractal Antenna Design with Slotted Partial Ground For Breast Tumor Detection 用于乳腺肿瘤检测的开槽部分接地分形天线设计

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029036

Asmat Ara, J. Sheikh, Umhara Rasool Khan, Bashrat Ali, Sabreena Javeed

{"title":"Fractal Antenna Design with Slotted Partial Ground For Breast Tumor Detection","authors":"Asmat Ara, J. Sheikh, Umhara Rasool Khan, Bashrat Ali, Sabreena Javeed","doi":"10.1109/IMPACT55510.2022.10029036","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029036","url":null,"abstract":"This work purports an innovative hybrid fractal antenna design (circular and rectangular sierpinski fractal)for the detection of breast tumor, engaging minimal footprint and boasting remarkable and competent results. The antenna displays the dimensions of 38×35×0.75 mm3 for the substrate. It employs partial ground bearing the length of 8mm in order to enhance the bandwidth and to acquire the desired frequency of operation. The antenna is imprinted on Duriod substrate with the relative permittivity of 2.2. It possesses incredible flexibility and is highly resistant to thermal shocks. The fractal design has 6 iterations, consisting of rectangular and circular fractals and operates in the sub-6 GHz band (3.4 GHz to 6 GHz) and low (under 1 GHz) frequency bands. The antenna and the breast phantom are designed in HFSS software. The breast phantom is comprised of 3 layers (fat, fibro and skin) and the tumor has different physical and electro-magnetic properties parameters. The breast phantom with and without tumor exhibits a noticeable difference in the results for S11, S21, gain, and radiation pattern, underlining the tumour’s presence and making its detection possible.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132450848","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 Integrated Vulnerability Assessment Tool for Web Applications 针对Web应用程序的集成漏洞评估工具

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10028996

Stewart Kirubakaran S, G. Jaspher W Kathrine, Arul Xavier V M, G. Mathew Palmer

{"title":"An Integrated Vulnerability Assessment Tool for Web Applications","authors":"Stewart Kirubakaran S, G. Jaspher W Kathrine, Arul Xavier V M, G. Mathew Palmer","doi":"10.1109/IMPACT55510.2022.10028996","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10028996","url":null,"abstract":"Security criteria fixation and analysis for all the web applications developed and deployed on the internet is very much required due to the excess usage of many users accessing the application. The application has to respond in a fraction of nanoseconds for users to remain attached to the application. In this scenario, the need to ensure the basic security requirements of Confidentiality, Integrity, and Availability is an important task. To analyze the security requirements penetration testing is being done. The process of manual penetration testing is slowly shifting towards automated testing systems. Security experts are designing automation tools to detect vulnerabilities. This paper deals with binding the known multiple vulnerabilities to find the overall vulnerability of a web application. The impact of the vulnerability is analyzed by combining multiple penetration testing tools which automatically classify the exploit model to gather information using the signature patterns (Regular Expressions). Finally, the exploit information can be viewed in the form of a report so that security patches of the vulnerabilities can be performed.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130553378","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

Cold Start Problem in Recommendation System: A Solution Model Based on Clustering and Association Rule Techniques 推荐系统中的冷启动问题:基于聚类和关联规则技术的解决模型

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029293

Ravi Khatwal, Sayed Nasir Hasan

引用次数: 0

Electrical and Optical Characterization of Photo anode and Metal Free Counter Electrode 光阳极和无金属对电极的电学和光学特性

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029101

R. Yadav, Aditi Upadhyaya, C. Negi, S. Gupta

引用次数: 0

Forensic sketch-to-photo transformation with improved Generative Adversarial Network (GAN) 基于改进生成对抗网络(GAN)的法医素描到照片的转换

2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Pub Date : 2022-11-26 DOI: 10.1109/IMPACT55510.2022.10029068

Shadma Khatoon, M. S. Umar

{"title":"Forensic sketch-to-photo transformation with improved Generative Adversarial Network (GAN)","authors":"Shadma Khatoon, M. S. Umar","doi":"10.1109/IMPACT55510.2022.10029068","DOIUrl":"https://doi.org/10.1109/IMPACT55510.2022.10029068","url":null,"abstract":"Many of the limitations of Convolutional Neural Networks started to become apparent with the development of \"Capsule neural networks\", and more research is now being done on Capsule Networks since it is believed that it will be the state-of-the-art for image classification tasks in the future. In this paper, the discriminator inside a GAN for face sketch to photo translation employs capsule neural network layers rather than the traditional convolutional layers. Incorporating the Capsule design into the Discriminator will improve the classification loss and speed up the convergence compared to using traditional convolutions. With 188 hand-drawn sketch-photo pairings available in the CUHK dataset and constructed 1000 sketch-photo pairs of CelebA HQ dataset, our proposed method is evaluated. The results of the experiments demonstrate that the proposed approach can generate images that are visually extremely near to the real photos and have rich texture information and features. The translation of face sketch to photo can greatly help the law enforcement agencies to track and arrest the criminals.","PeriodicalId":300301,"journal":{"name":"2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121112930","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