{"title":"An Efficient Combined Approach For Denoising Fibrous Dysplasia Images","authors":"A. Saranya, K. Kottilingam","doi":"10.1109/ICSCAN53069.2021.9526412","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526412","url":null,"abstract":"Image denoising and Reconstruction are necessary for medical image processing. It helps to crate a lot of research scope in the medical image analytics. The proposed model of this paper is a combined approach for reducing the noisy details from the bone images. It also predicts the Peak Signal to Noise Ratio (PSNR) ratio between the quality and noise. This approach is greater idea to track the fibrous tissue growth in the bones. This framework is the combination of Auto-Encoder (AE) and Convolutional Neural Network (CNN). AutoEncoder is used for denoising the image with higher quality. Enhanced Convolutional Neural Network predicts the minor noisy details in the image with deep hidden layers. The convolution algorithm creates the major optimism for reconstruction the highly corrupted images. Similarly this framework helps to process denoising and extracting the important features from the image for grouping the regions. Our proposed model achieves the PSNR range for denoised image is 65.369 db.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127448208","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}
{"title":"Study of a PID Controller for Laser Beam Stabilization System","authors":"Dhrubajyoti Baro, S. Sharma, A. B. Bazil Raj","doi":"10.1109/ICSCAN53069.2021.9526445","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526445","url":null,"abstract":"LASER based free space optical communication is evolving as the communication technique of upcoming era. For the line-of-sight long range (more than 10 km) communication in open environment, one of the major challenges is the beam stabilization at the receiver sensor centroid. The wandering of LASER beam because of bad weather conditions e. g. fog, smog and temperature variation are beyond human control. This paper focuses on design and development of the control system by which the drift of the beam from centroid is auto detected and corrective action in the system to be so done to reduce the error to zero. And same has been simulated by designing the PID Controller and the results were analyzed in time domain.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127790741","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}
Naveen Kumar Mydham, A. Vijayakumari, S. Mohanrajan
{"title":"Enhanced Regenerative Braking System for Electric Vechile with High Power Density Storage","authors":"Naveen Kumar Mydham, A. Vijayakumari, S. Mohanrajan","doi":"10.1109/ICSCAN53069.2021.9526369","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526369","url":null,"abstract":"This work presents the implementation of regenerative braking method of Interior Permanent Magnet Synchronous Motor(IPMSM) in electric vehicle(EV) with a battery/High-power density element Hybrid Energy Storage System(HESS). The Regenerative Braking(RB) control of IPMSM and transfer of brake energy to a High-power density element in EV model are the main objectives this work. The proposed system uses a bidirectional dc/dc converter(BDC) to interface between the battery and the ultra/super capacitor. It helps to maintain the ultra/super capacitor voltage higher than the voltage across the battery for the most urban driving scenarios. The ultra/super capacitor is receives the peak power from the RB and protects the battery being burdened with over charging. So, the limitation of overcharging of battery as well as the peak power handling by battery during RB can be eliminated. The harvested energy from the RBS serves the real-time peak power demands during accelerations, Up-hills and starting transients of the electric motor. Thus, the battery is avoided from the stress and repeated charges during regenerative braking, which results in improving the battery life span. Since the braking energy could be completely utilized, the driving range of the electric vehicle can be increased considerably and also overcomes the limitation of RBS.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125088363","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}
A. Arunachalam, R. Raghuraman, P. Obed Paul, J. Vishnupriyan
{"title":"A System for Energy Management and Home Automation","authors":"A. Arunachalam, R. Raghuraman, P. Obed Paul, J. Vishnupriyan","doi":"10.1109/ICSCAN53069.2021.9526526","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526526","url":null,"abstract":"Home Automation has taken the hearts of most individuals, as it becomes a great way to show the luxury safety and assistance to one’s life, Automation to save energy has also increased as the cost of electric bill rise as per the house facilities. Therefore to save energy, the systems work by controlling the appliances and house loads like lights, fans and air conditioners to operate only in the presence of a person and to go off automatically when not in use. But the fact is that sensors used in this light and fan automation work by consuming a sum of energy, this energy is something that can be saved by replacing the human presence sensing system by a piezoelectric sensor, which sense the pressure by generating certain sum of energy which changes the concept of providing energy to the sensors, for saving energy itself.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125142367","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}
{"title":"Detection of Distributed Denial of Service Attack in an Internet of Things Environment -A Review","authors":"I. Varalakshmi, M. Thenmozhi, R. Sasi","doi":"10.1109/ICSCAN53069.2021.9526378","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526378","url":null,"abstract":"Internet of Things (IoT) is a dominant platform in the last decade ; the devices are connected and communicated through sensors/actuators in IoT network. IoT makes the users life simpler and smarter. In IoT network securing the data is a challenging one for the researchers. Communication takes place in decentralization nature and data’s shared among millions of devices , makes the hackers to attack the network /data easily by injecting various bots , virus , ransomware , DoS, Mirai botnet , DDoS etc., This paper provides a detailed review on challenges , issues , techniques and protocols that are applied to detect and Distributed Denial of Service (DDoS ) attacks in the IoT environment. DDoS attack is a severe attack caused so far in the world , that crashes many servers, blocks network traffic and reduce its speed drastically by deluging surplus TCP, UDP flooding SYN attack. In DDoS attack, the attacker binds a number of internet dependent devices into a group called botnet and then for an assured period of time makes synchronized requests to a server , crashing the server and making it disregard to legitimate user ’s request. Various technologies like Machine Learning , Deep Learning , Block chain and Cyber security which have been applied by the researchers for handling DDoS attack has been reviewed in this paper.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122740988","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}
{"title":"Performance analysis of Grid Integrated Hybrid Renewable Energy System configuration application to Residential Buildings","authors":"Hemachandra Gudimindla, M. Sharma K., S. Sandhya","doi":"10.1109/ICSCAN53069.2021.9526500","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526500","url":null,"abstract":"Recent technological advancements and cost reduction drives increasing the penetration of renewable energy sources with grid. Utilisation factor of renewable energy sources is low due to dependency on the environmental conditions. Basically, hybrid energy systems provide constant, high-quality power for the remote communities. The sizing of the hybrid system is significant to meet the load demand of residential buildings. In this paper, A simple optimal sizing algorithm is used to model the Wind turbine and PV system to meet the residential load. Quantitave feedback theory (QFT) based robust controller is implemented for the proposed sub-module integrated PV converter and the PMSG based wind energy conversion system to extract maximum power using simple genetic algorithm. Performance of the QFT controller is analysed through MATLAB simulations under varying irradiance and wind conditions.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131311957","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}
N. Muralikrishnan, N. Madhanakkumar, S. R. N. Sindoori Bharani
{"title":"Multi-Port DC-DC Converter for Renewable Resources","authors":"N. Muralikrishnan, N. Madhanakkumar, S. R. N. Sindoori Bharani","doi":"10.1109/ICSCAN53069.2021.9526386","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526386","url":null,"abstract":"This paper is about proposed integrated, DC converter for energy administration of a renewable resources. Compared with current different DC-DC converters. The projected converter always consumes the benefit of unique voltage and current characteristics. The proposed converter additionally retaining the DC hyperlink voltage to be constant. Renewable electricity sources have grow to be a famous choice electrical strength source, due to the fact viability and disaster of traditional strength sources will increase. The technical traits inspire the use of renewable electricity sources. The energy excerpts from the inward sun mild radioactivity called photo voltaic energy. It offers by means of the format and prototype execution of an easy and environment friendly photo voltaic photovoltaic energy era system. A strong value positive takes remained proposed to tune the running factor by which most electricity can remain forced from the PV machine below consistently altering environmental conditions. Solar Photovoltaic (PV) electrical energy technology machine is compromising more than a few sub models are premeditated in PROTEUS software.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125743777","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}
{"title":"Automatic Face Recognition and Virtual Assistant using IOT and AI","authors":"S. Jagadesh, M. Arulpugazhendhi., G. Rohith Raj","doi":"10.1109/ICSCAN53069.2021.9526534","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526534","url":null,"abstract":"The motive behind this elegant reflector is to make an individual's life comfortable, secure, sophisticated, etc, . Projected Elegant reflector identifies individuals based on Identity verification and Voice Command. Here the elegant reflector can exhibit real time strategy like period, day, weather forecasting and news cast, to the individuals whenever they are in need of it, they can fetch the real time data by using the voice command inputs and identity verification. In this project we are using smart mirrors along with face recognition and speech recognition. Face recognition Algorithm using eigenface based algorithm. In this project, we are implementing home technology using software bots, which are controlled by our voice commands. With Google assistant we can ask any question and get an answer for it. It is dense and economical.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131069656","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}
{"title":"Comparative Study on THD and Output Voltage Performance of Conventional Cascaded and Hybrid Multi Level Inverter with Multiple PWM Schemes","authors":"P. R, V. R, R. R","doi":"10.1109/ICSCAN53069.2021.9526514","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526514","url":null,"abstract":"Requirement for high level power conversion circuits in industrial drives resolved by the evolution of Multi level power converter structures. The attention towards inverters, especially on multi level inverters (MLI) is ever-increasing phenomenon in industrial and academic sector due to its numerous benefits and applications. The issues like more number of components, harmonics and switching stress leads the development of advanced MLI topologies and PWM schemes. This paper proposes a comparative analysis of conventional cascaded multi-level and hybrid MLI topologies and the performance of hybrid MLI on THD and output voltage with multiple PWM schemes. The harmonic spectrum and output voltage performance of hybrid MLI with various PWM schemes verified through MATLAB simulation and verified by prototype development.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130081958","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}
S. Yogalakshmi, R. Parthiban, D. Saravanan, P. Divya, D. Raghu Raman
{"title":"Annoyed Turnout Ability Transmittal Using Heap-structure","authors":"S. Yogalakshmi, R. Parthiban, D. Saravanan, P. Divya, D. Raghu Raman","doi":"10.1109/ICSCAN53069.2021.9526497","DOIUrl":"https://doi.org/10.1109/ICSCAN53069.2021.9526497","url":null,"abstract":"Using today's more advanced technologies, this application seeks to leverage machine learning skills to use all of the vast volumes of data available on patients to enhance cancer detection and more customized care choices. DCOT-LS-svms. This article introduces the ls-svms command. Its aim is to save time by avoiding the time-consuming dynamic optimization process that many neural network kernels go through to improve least-squares support. Modules that make up the higher layer have additional input features that take into consideration the predictions of previous modules and the cross- used to leverage knowledge from predictions of previous modules to improve the learning process in the Consignable information. The next section is production. The proposed treatment is available on the UCI dataset, with five distinct approaches and a description of prostate cancer diagnosis.","PeriodicalId":393569,"journal":{"name":"2021 International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114869496","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}