{"title":"Disease Classification and Detection Techniques in Rice Plant using Deep Learning","authors":"Hussain. A, Balaji Srikaanth. P","doi":"10.1109/ICSSS54381.2022.9782162","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782162","url":null,"abstract":"In today's world, agriculture is an important source of food, Plant diseases, on the other hand, cause the majority of agricultural crop production losses, with about 35% of crops being lost owing to plant diseases. The considerable impact on plants can be reduced by early identification of plant diseases, which demands the use of computing technology in the agricultural area. Deep Learning (DL), a subset of Artificial Intelligence (AI), provides a solution to these challenges. Popular Deep Learning models are used for disease classification and detection. A comparison is made between the related studies in terms of image preprocessing, segmentation, feature extraction, and classification. This paper compares various deep learning models for detecting and classifying various diseases.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126344020","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}
Priya.M Sathya, P. Velrajkumar, P. Lavanya, L. Ramesh, C. Senthilpari
{"title":"Raspberry Pi Processor-based i-Gloves for Mute Community and Home Automation System","authors":"Priya.M Sathya, P. Velrajkumar, P. Lavanya, L. Ramesh, C. Senthilpari","doi":"10.1109/ICSSS54381.2022.9782194","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782194","url":null,"abstract":"Communications plays the major role for sharing our thoughts and make others to understand our point of view. But the major difficulty faced by the deaf and dumb people is speaking and hearing illness. Dumb people use sign language to convey their thoughts but most of the people aren't know about the sign language which make them more difficult in sharing their thoughts. This research helps the deaf and dumb people to convey their thoughts without any difficulties. The aim of the research is to develop a cost efficient system to help the dumb people. In this project the sign language is converted into a text and voice over mechanism. The sign language gesture is analyzed using the flex sensor and then it gets converted into a text and voice. The output is displayed using the speaker. The data processing will be done using the processor. The gesture recognition will follow the principle of Hall Effect. This system helps the deaf and dumb people to get a chance to grow in their respective carrier and extended to home automation system.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125830719","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}
R. Praveena, T. Babu, G. Sudha, N. Mahesh, J. Ganasoundharam, M. Birunda
{"title":"Design of Tilted E-Shaped Monopole Antenna for Vehicular Communication","authors":"R. Praveena, T. Babu, G. Sudha, N. Mahesh, J. Ganasoundharam, M. Birunda","doi":"10.1109/ICSSS54381.2022.9782253","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782253","url":null,"abstract":"In the field of wireless communication systems, there has been a large and rapid increase recently. Every piece of wireless technology in today's world includes Wi-Fi. The transportation sector is frequently afflicted by issues such as traffic congestion and accidents. Despite this, in terms of vehicle collaboration, it has been evolving in recent years. The goal in this scenario is to use a compliant antenna system to provide good data connectivity. This movement's main goal is to improve road safety by anticipating potentially dangerous situations. Small and compact antennas are used in wireless applications. The driving signal from the transmitter is applied between the ground plane and lower end of the monopole, or the output signal from the receiver is taken in case of receiving antennas. One end of the monopole is connected to the ground plane and the lower end of monopole is to the antenna feed line, which is usually the Earth. This research focuses on a small Microstrip antenna for use in C-band applications. The antenna is a monopole tilted E-shaped patch antenna with rectangular slots and a deficient ground structure. The frequency range where the return loss (RL) is greater than −10 dB is referred to as the antenna bandwidth (−10dB corresponds to VSWR of 1.2). The simulated S11 (return loss) for the obtained resonant frequency range of 5. 9 to 7.2 GHz is −18.816dB, and the VSWR is less than 2. This antenna simulation yields a directivity of 6.13 dB and a gain of 6. 04 dB both of which are acceptable.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129895602","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":"Smart Block-SDN: An Advanced Blockchain-SDN Framework for Resource Management","authors":"S. S, MakeshKumar R, Mike Gladson L, P. S","doi":"10.1109/ICSSS54381.2022.9782292","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782292","url":null,"abstract":"As a result of dispersed computing's distinctive administrations and assets, a cloud control framework (CCS) is fundamentally questionable. If the CCS plant, organization, and regulator all have vulnerabilities, then an overarching structure for showing and managing problematic control frameworks may be constructed, according to the proposed approach. It is based on this assumption that an incomplete state-space model, which includes the stretch-controlled plant and stochastic organization, is built out. We're working on an eyewitness and control regulator cloud model with stretch bounds and stochastic time-delay in the meanwhile.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121647557","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}
Mahiban Lindsay N, Alla Eswara Rao, Madaka Pavan Kalyan
{"title":"Real-Time Object Detection with Tensorflow Model Using Edge Computing Architecture","authors":"Mahiban Lindsay N, Alla Eswara Rao, Madaka Pavan Kalyan","doi":"10.1109/ICSSS54381.2022.9782169","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782169","url":null,"abstract":"This paper presents the capturing of objects using Wi-Fi enabled modular esp32 camera and processes the captured stream of data using machine learning and computer vision techniques, then sends the processed data to the cloud, there are major cloud providers in the market who occupied more than 80% of the global public market the cloud providers are Google Cloud, Amazon AWS, Microsoft Azure. Google Cloud Platform (GCP) is been our primary choice because of its good documentation availability, The Cloud IoT-Core Gateway, as well as a serverless cloud layer to store all of the data. The cloud functions help to trigger the notifications to the users when the cameras detect what we have trained the model. The Edge computing project uses an ESP32 With cameras as a device listener and a raspberry pi as an edge server which has an image classifier model trained with TensorFlow.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"208 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116525726","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}
Nageswara Rao Atyam, Kodandapani. D, P. Vijayapriya, Pavan Kumar, Shaik Mohammad Rafee, A. V.
{"title":"Automated Monorail Integrated with Solar and Piezoelectric Power Generating System","authors":"Nageswara Rao Atyam, Kodandapani. D, P. Vijayapriya, Pavan Kumar, Shaik Mohammad Rafee, A. V.","doi":"10.1109/ICSSS54381.2022.9782285","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782285","url":null,"abstract":"This article spotlights on integration of solar and piezoelectric energy in a beneficiary manner to power the transportation system like Monorail and metro trains in Bengaluru. Monorail is a new mode of transport which can be developed in future as there is an improvement in technology. The main objective is to reduce the power load on the power grid and apply solar and piezoelectric energy which is clean, eco-friendly and a rich source of energy. Also, Implementation of the Automated operating system in rail makes it safer and more comfortable. Urban rail system operation consumes huge amount of power and this can be decreased by using solar and piezoelectric energy. The design of the automated rail powered by solar and piezoelectric network for DC electrified 750V third rail systems for Mono and metro rails. Solar and piezoelectric powered automated rail utilizes a smart combination of energy produced by Solar panels, Piezoelectric Transducers and power grid. The recommended system can be developed in monorail Transport systems or otherwise it can be integrated into the third rail 750V technology in a beneficiary way.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123799256","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":"Design and simulation of microfilter for separation of plasma","authors":"S. Ramya, S. Kumar, D. Lingaraja, G. Ram","doi":"10.1109/ICSSS54381.2022.9782186","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782186","url":null,"abstract":"Centrifugal devices are now used in clinical practise to separate plasma or cells from blood. Because of the current procedure, patients must wait at the hospital or laboratory where the separation facility is located. Physical filtration methods like microfiltration might be used to remove germs and other particles from a sample fluid by forcing the fluid through a particular pore-sized membrane.There are several advantages of using microfluidic devices for chemical and medicinal analysis. It is used in blood diagnostic testing and may be used to separate blood components. By using capillary force, a tiny sample of blood may be delivered into the narrow channel. Cells may be easily removed from the blood sample because the depth of the filter channel is lower than the diameter of blood cells. In this work, PDMS Microfilter is designed for separating the plasma from whole blood.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127715733","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}
Dernita Maria Nithya. A, B. S. C. Kapali, U. Kumar, S. Y
{"title":"Speech Recovery Device Through Electrotactile Stimulation Using FSR Technique","authors":"Dernita Maria Nithya. A, B. S. C. Kapali, U. Kumar, S. Y","doi":"10.1109/ICSSS54381.2022.9782297","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782297","url":null,"abstract":"The tongue is a significant muscle that helps with syllable articulation and swallowing. Patients with neurological injuries like cerebrovascular and many more related injuries possibly will have difficulty speaking and swallowing as a result of a loss in tongue control. Few attempts have been made in the past to measure tongue pressure and its spatial distribution. Many designs incorporated tubes or cables to connect the intraoral measurement equipment to the extra oral data collecting electronics, disrupting the tongue's and lips' natural functions. The main goal of the sensor system that is being developed is to decrease the patient's discomfort caused by the measuring incident. As a result, the intraoral device must have a data acquisition circuit. Sensors and electronics must be extremely small and precise. To rehabilitate the tongue, a perfect non-hazardous stimulation is required employing frequency and current controlled methods. Electro tactile stimulation is used to stimulate the tongue as part of the rehabilitation process. Electrical stimulation, i.e. electro tactile stimulation, is capable of activating the afferents below the surface which was stimulated, and thus lead to insight. Electrotactile Stimulation is most typically employed to provoke stimuli over the perceptual threshold, which is known as sensory substitution and augmentation.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127426845","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}
E. Sujatha, J. S. J. Sundar, C. C. Deboral, D. N. Raju, Gopirajan Pv
{"title":"E-Connect for Agro Products Using Supply Chain with Micro-Finance: A Blockchain Approach","authors":"E. Sujatha, J. S. J. Sundar, C. C. Deboral, D. N. Raju, Gopirajan Pv","doi":"10.1109/ICSSS54381.2022.9782250","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782250","url":null,"abstract":"The computerized world coordinates with customary cycles and keeps a nature venture track of the client of the rural product from the maker. Agro-Connect proposes collaboration among ranchers and customers participation utilizing blockchain for cultivation. Here, the ranchers can post their current harvests and production of their homestead through conveyed public record. The purchasers can go through subtleties and verify the rancher's believability in view of the past development and supply. This makes a straightforward and sealed advanced market stage for ranch items. In this way, the agreement can be shaped between the rancher and the purchaser, to such an extent that the buyer shall finance singular harvests or a ground shall get the harvest from the homestead or the benefit level of its reasonable worth. Measurement of yield and assemble the believability of ranchers and a buyer in light of their past encounters in the agro market. One of the momentous advancements, Blockchain, is an incredible approach to dealing with the nature of the production network on the board since it utilizes the disseminated public general record. Blockchain innovation ends up being useful in the store network area in an accompanying way: diminish mistakes, keep away from item delays, dispose of fake exercises, further develop the executives, increment buyer/provider trust, etc. In the event of the absence of straightforwardness, Blockchain gives kept data about an assortment of exchanges in merchandise and additional benefits, which are recorded and followed progressively.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133768698","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":"Early Detection of Heart Disease Using Deep Learning Model","authors":"R. Deepika, P. B. Srikaanth, R. Pitchai","doi":"10.1109/ICSSS54381.2022.9782295","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782295","url":null,"abstract":"Identifying and detecting the early signs of diseases is difficult due to asymptomatic conditions. Detecting the signs early gives the patient a higher chance of surviving. There are several technologies to identify the heart diseases for timely treatment. So far, different techniques of machine learning is used to predict heart abnormalities. Machine learning models trained by large amounts of data in the healthcare field contain a lot of medical images that enable the medical professionals to identify even minimal changes with a high level of accuracy. This paper presents the deep learning technique used to predict the heart abnormalities. Deep learning technique helps in processing the image data through various tests which include electrocardiogram, echocardiogram etc., that detects the abnormalities in the heart.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133940046","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}