2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)最新文献

A Novel Detection on Wheat Disease through CL and RGB Filters by LDA and QDA 基于LDA和QDA的CL和RGB过滤检测小麦病害的新方法

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151536

Rajesh Kanna.R, V.Ulagamuthalvi

{"title":"A Novel Detection on Wheat Disease through CL and RGB Filters by LDA and QDA","authors":"Rajesh Kanna.R, V.Ulagamuthalvi","doi":"10.1109/ICSTSN57873.2023.10151536","DOIUrl":"https://doi.org/10.1109/ICSTSN57873.2023.10151536","url":null,"abstract":"Wheat is essential everywhere. Wheat leaf diseases hinder growth. Wheat leaf disease identification is crucial to wheat quality and agriculture. This work presents an integrated machine learning strategy to improve wheat leaf disease identification: Colour Layout Filter with Linear Discriminant Analysis, Colour Layout Filter with Quadratic Discriminant Analysis, RGB Filter with Linear Discriminant Analysis and RGB Filter with Quadratic Discriminant Analysis can identify damaged wheat leaves. The agricultural autonomous leaf infection detection system uses images, processing, feature extraction, selection, and learning. This technology helps farmers quickly and reliably diagnose plant illnesses. Automatic leaf disease detection speeds crop diagnosis. This study’s Linear Discriminant Analysis Color Layout Filter classifies wheat diseases well. LDA-CLF is most accurate at 88.33%. QDA-RGBF has 80% accuracy. CLF with LDA 0.88 is ideal. RGBF QDA accuracy is 0.80, poor. LDA-CLF recalls 0.88. RGBF with QDA recall is 0. S0, low. With 0.66 kappa, CLF and LDA lead. RGBF with QDA has lowest kappa (0.49). Our best model is CLF’s0.88 LDA F-Measure. QDA-enhanced RGBF has 0.80 F-Measure. LDA-CLF has the highest MCC at 0.66. RGBF QDA MCC lowest is 0.5. 0.93 CLF-LDA ROC. RGBF’s LDA-based ROC is 0. S4. RGBF QDA models have the highest PRC (0.92). RGBF-LDA has the lowest PRC (0.78). Linear Discriminant Analysis-based Color Layout Filters outperformed other models in this study.","PeriodicalId":325019,"journal":{"name":"2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115319284","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

Transforming Payment Processes: A Discussion of AI-Enabled Routing Optimization 改变支付流程:人工智能路由优化的讨论

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151455

Srinivasa Rao Burri, Abhishek Kumar, Anupam Baliyan, T. Kumar

{"title":"Transforming Payment Processes: A Discussion of AI-Enabled Routing Optimization","authors":"Srinivasa Rao Burri, Abhishek Kumar, Anupam Baliyan, T. Kumar","doi":"10.1109/ICSTSN57873.2023.10151455","DOIUrl":"https://doi.org/10.1109/ICSTSN57873.2023.10151455","url":null,"abstract":"The utilization of Artificial Intelligence (AI)-enabled software and hardware is expected to enhance the effectiveness of monetary exchanges, which is the main objective of this research. Since transaction costs are based on the actual amount being transferred, customers feel more at ease making purchases using this approach. This work aims to investigate the role of financial systems in effective corporate administration, with a particular emphasis on gateways as key components of these systems. This study investigates the factors (price, procedures, risk assessments, etc.) that influence the connecting of merchant identities across several channels in a digital payment system. When multiple endpoints are connected to a central hub, they are referred to as a ‘‘terminal.’’ The study shows that utilizing AI-enabled software and hardware can reduce transaction costs and increase consumer confidence in purchasing decisions. This research can potentially improve financial systems for businesses and consumers by identifying the most effective applications of AI in this sector.","PeriodicalId":325019,"journal":{"name":"2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)","volume":"330 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116788424","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

PV-Powered MPPT Controlled Smart Parking System Using Inductive Coupling Charging Technique for Electric Vehicle 基于感应耦合充电技术的光伏MPPT控制电动汽车智能停车系统

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151648

N. Sivanantham, P. Pugazhendiran, R. Revathy, M. Sathiya

{"title":"PV-Powered MPPT Controlled Smart Parking System Using Inductive Coupling Charging Technique for Electric Vehicle","authors":"N. Sivanantham, P. Pugazhendiran, R. Revathy, M. Sathiya","doi":"10.1109/ICSTSN57873.2023.10151648","DOIUrl":"https://doi.org/10.1109/ICSTSN57873.2023.10151648","url":null,"abstract":"Electric vehicles (EVs) are being adopted at a rapid pace as an alternative to traditional combustion engine vehicles to limit reliance on fossil fuels and pollution. The availability of charging options is a major concern for EV customers. The development of charging infrastructure is one of the most difficult challenges in the implementation of EVs. Wireless charging systems (WCS) are becoming increasingly popular in the expanding EV market. This paper describes a wireless charging system for electric vehicles (EVs) that is powered by photovoltaic (PV) panels and employs inductively coupled power transfer topology. The receiver and transmitter components are separated by about 0.5 meter. As a result, as the receiver receives power to run the motor, the transfer is visible. Wireless power transmission technology makes use of a changing electromagnetic field. A steady current of charges creates a magnetic field around free space, which contains energy, and the electromagnetic field is generated between the coils and transmitted to the receiver. The system was modelled using Matlab/Simulink, and simulation was used to verify performance. Hardware prototype for the inductive coupling charging system has been developed and implemented.","PeriodicalId":325019,"journal":{"name":"2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117200284","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

Joint User Cooperation and Scheduling for Federated Learning in CFmMIMO Networks CFmMIMO网络中联合用户协作与联邦学习调度

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151575

Han Bao, Bo Gao, Ke Xiong, Pingyi Fan

{"title":"Joint User Cooperation and Scheduling for Federated Learning in CFmMIMO Networks","authors":"Han Bao, Bo Gao, Ke Xiong, Pingyi Fan","doi":"10.1109/ICSTSN57873.2023.10151575","DOIUrl":"https://doi.org/10.1109/ICSTSN57873.2023.10151575","url":null,"abstract":"This paper proposes a joint user cooperation and scheduling (JUCS) method to minimize the maximum transmission time among users in the synchronous federated learning (FL) architecture, since the user with the worst quality link limits the training performance of FL. To this end, an optimization problem is formulated to find the optimal user cooperation pairing and the power control coefficients. Meanwhile, as the links among users operate on the same frequency bands, the interface between them is taken into account in this paper. As the problem is non-convex, we decouple it into two sub-problems. For the first sub-problem, we propose a fair scheduling (FS)-based algorithm to schedule the helping users to pair with the ones who are required to be assisted. For the second sub-problem, an algorithm based on deterministic policy gradient (DDPG) is proposed to find the optimized power control coefficients. Experiments show that the proposed JUCS method shortens about 34.48% transmission time of the worst user in FL compared to the traditional one without JUCS.","PeriodicalId":325019,"journal":{"name":"2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123284148","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

Plant-based phytochemical mediated inhibition of breast cancer by targeting PLAT: An in-silico study 以PLAT为靶点的植物化学介导的乳腺癌抑制:一项计算机研究

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151458

Akash Rana, Amit, N. Bharadvaja

引用次数: 0

Meta Models of Yoga gestures by ACCF and SCHF with ML techniques 基于ML技术的ACCF和SCHF瑜伽手势元模型

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151592

Kumar D Sasi, K. Venkatachalam, P. Saravanan, E. Mohan, Nagarajan M

{"title":"Meta Models of Yoga gestures by ACCF and SCHF with ML techniques","authors":"Kumar D Sasi, K. Venkatachalam, P. Saravanan, E. Mohan, Nagarajan M","doi":"10.1109/ICSTSN57873.2023.10151592","DOIUrl":"https://doi.org/10.1109/ICSTSN57873.2023.10151592","url":null,"abstract":"This Yoga is a set of techniques that involve both the body and the mind, and its roots may be traced back to ancient India. Its purpose is to harmonise the body, the intellect, and the soul. The practise of yoga as both an art and a science for maintaining a healthy lifestyle has seen explosive growth in popularity over the past few decades all around the world. People who practised yoga during the lockdowns exhibited lower levels of stress, anxiety, and sadness, according to a number of studies, including the most recent COVID-19 pandemic times. For those interested in leading a more physically and mentally fit life, the ancient practice of yoga comes highly recommended. When practising a yoga asana, it is of the utmost significance to keep the correct posture the entire time. In this study, we make use of transfer learning from human posture estimation models to classify yoga postures. The collected images are used to train a meta model like, Classification via Regression(CVR), and Iterative Classifier optimizer(ICO) after image feature extraction techniques(Auto Color Correlogram Filter and Simple Histogram Filter), which is then applied to the task of determining which yogasanas are being performed. The SCHF+ICO gives an optimal outcome compare with other models.","PeriodicalId":325019,"journal":{"name":"2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)","volume":"70 5 PT.1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116383343","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

Computational Analysis of Potential Flavonoids Targeting NSP14 of SARS-COV-2: A Molecular Docking Approach 靶向SARS-COV-2 NSP14的潜在黄酮类化合物的计算分析:分子对接方法

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151559

Khyati Rastogi, Sanjoli Khare, N. Bharadvaja

{"title":"Computational Analysis of Potential Flavonoids Targeting NSP14 of SARS-COV-2: A Molecular Docking Approach","authors":"Khyati Rastogi, Sanjoli Khare, N. Bharadvaja","doi":"10.1109/ICSTSN57873.2023.10151559","DOIUrl":"https://doi.org/10.1109/ICSTSN57873.2023.10151559","url":null,"abstract":"A medical emergency resulted from the SARSCoV-2 worldwide pandemic that is still going on. The COVID19 illness has been spreading globally since December 2019 by contact with an infected person and respiratory aerosols. We targeted the exonuclease (nsp14) of SARS-CoV-2 as a therapeutic protein in an effort to find flavonoids as antagonists and hinder immune-mediated reactions. In total 50 flavonoids were submitted to in silico molecular docking and drug-likeness testing in order to find potential flavonoids that bind to the target protein effectively. The flavonoids were gathered from research publications and COCONUT. Silymarin and nobiletin, two possible flavonoids, presented robust interactions with nsp14 due to their prolonged close contact and minimal binding energies of 7.45 and 7.27 kcal/mol, respectively. Isorhoifolin, Monoxerutin, Neoeriocitrin, Narcissoside, Poncirin, and Engeletin inhibited the activity of the nsp14 replication fork with binding affinity scores of- 7.9, -7.83, -8.18, -8.37, and -8,19kcal/mol, respectively. Potential SARS-CoV-2 flavonoids predicted by computation are known to have a variety of therapeutic benefits.","PeriodicalId":325019,"journal":{"name":"2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128348807","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

Smart Fingerprint Authentication and Alert System Using IoT 使用物联网的智能指纹认证和警报系统

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151621

K. Elavarasi, V. Mohana

引用次数: 0

RetroMailer- An Email Marketing Campaign using Amazon SES RetroMailer-使用亚马逊SES的电子邮件营销活动

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151562

Sridevi Saralaya, Jaahnvi Hehar, Aldrin Sean Pereira, Alisha Saldanha, Merrill Fernandes

引用次数: 0

2.4 GHz Operational PSI-Shaped Patch Antenna Design For Multi Purpose Applications 2.4 GHz多用途操作psi型贴片天线设计

2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Pub Date : 2023-04-21 DOI: 10.1109/ICSTSN57873.2023.10151612

Sumanta Bhattacharyya, H. Rekha, Shayantan Sarkar, N. Achyutha Prasad, B. Jagadeesh, Shrawani Verma

{"title":"2.4 GHz Operational PSI-Shaped Patch Antenna Design For Multi Purpose Applications","authors":"Sumanta Bhattacharyya, H. Rekha, Shayantan Sarkar, N. Achyutha Prasad, B. Jagadeesh, Shrawani Verma","doi":"10.1109/ICSTSN57873.2023.10151612","DOIUrl":"https://doi.org/10.1109/ICSTSN57873.2023.10151612","url":null,"abstract":"With the evolution of communication systems and their methodologies, the significance of designing various types of antennae has increased to suit the different necessities. While some antennas, especially the substrate-integrated antennas are hard to optimize, the microstrip patch antennas are easy to design and optimize. Besides, providing an economic advantage, it also delivers higher efficiencies in terms of radiation and gain, making it appropriate for communication-based applications. The concerned work proposes a psi-shaped optimized antenna that is capable of scanning and receiving the 2.4 GHz resonant frequency for applications like radio-frequency (RF) energy harvester systems (RFEHS), radio-frequency identification (RFID) and wireless local area network (WLAN) communications. The structure has been tested with an inset feeding technique and the substrate used is arlon with differential conductor and cover layer elements. The entire design and simulation have been carried out in advanced design system (ADS) layout and momentum microwave electromagnetic (EM) mode. The designed psi-shaped antenna is able to produce a maximum gain of 5.47 dBi with a radiation efficiency of 70.39%, making it suitable for the aforesaid applications. A software-based prototype simulation has also been carried out to find the effectiveness of the proposed antenna.","PeriodicalId":325019,"journal":{"name":"2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123959558","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