{"title":"Social Distancing and Face Mask Detection For Covid Prevention","authors":"Aneesh. R, P. K, P. Madhavan","doi":"10.1109/ICSSS54381.2022.9782283","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782283","url":null,"abstract":"The novel virus additionally carries Covid-19 which has a profound outcome of numerous sections in lots of regions and public sectors are growing around the arena to sell viral media coverage. This is a small step to carrying a face mask, following far from the network will keep many lives because the unfolding of the virus novel may be reduced. This article carries records on public dissemination and face protecting approximately instances of sicknesses consisting of the radical virus that may be resolved through worrying for its social distribution/management. This became used to provide Mask Detecition the use of OrenCV, Keras/TensorFlow, and Deer Learning. This application may be effortlessly integrated and established on a whole lot of high-density embedded gadgets with the use of MobileNetV2 architecture. The gadget will come across faces mask on various instantaneous videos, many photos and images.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"109 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":"124816376","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}
P. I. Basheer, K. Prasad, A. Gupta, Bhasker Pant, Vinodh P Vijavan, Dhiraj Kapila
{"title":"Optimal Fusion Technique for Multi-Scale Remote Sensing Images Based on DWT and CNN","authors":"P. I. Basheer, K. Prasad, A. Gupta, Bhasker Pant, Vinodh P Vijavan, Dhiraj Kapila","doi":"10.1109/ICSSS54381.2022.9782239","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782239","url":null,"abstract":"The practise of fusing multiple photographs of the same scene captured at different focal lengths into a single all-focus image is known as multifocal image fusion. Local filters are utilised in most well-known fusion algorithms to capture high-frequency data before applying various fusion rules to create fused images. By decomposing the source and fusion images into numerous states, this work uses a discrete wavelet to create high-frequency and low-frequency images. The core CNN architecture in this study includes multistate extraction features & learning in residual, resulting in a multi scale & depth pan sharpening CNN data through remote sensing. Features from the images are extracted using D W T algorithms which is pre-trained. MATLAB is used to implement the suggested DWT -based picture fusion algorithm.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"48 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":"125088277","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":"A Narrowband Interference Reduction Technique: Embedding Modulation and Spread Spectrum in FPGA","authors":"Jagadeshwaran Ramasamy, Dhandapani Samiappan","doi":"10.1109/ICSSS54381.2022.9782269","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782269","url":null,"abstract":"With the update of existing technology, technology growth has become extremely significant in all industries. Wireless communication is a popular and exciting topic in the world of communication. The demand for wireless devices are growing every day, putting a strain on bandwidth and power resources. The bandwidth is well limited to support a large number of users, but it comes at the expense of other characteristics such as interference between signals of the same bandwidth, coverage area, and so on. A single band-limited channel is used to transmit the narrowband signal. Narrowband interference is reduced using spread spectrum techniques. The narrowband signal is mixed with pseudo random noise, and the intended users can remove the noise using the same pseudo code. In order to transmit the signal to long distance with the reduced distortion, the modulation in performed on the message and spreaded. This Narrow-band suppression techniques is designed in FPGA and Performance of the system is analyzed. The combination of modulation and Spreading technique improve the system performance, power consumption. The system is analyzed with the existing technologies and it is found that estimated power for FH/BPSK is 113.45 mW in FPGA.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"31 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":"122780560","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":"A Review on Resource Allocation Methodologies in Fog/Edge Computing","authors":"D. Majumder, S. Mohan Kumar","doi":"10.1109/ICSSS54381.2022.9782175","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782175","url":null,"abstract":"Off late we have seen an increase in the usage of IOT devices in various domains. Such devices are equipped with advanced data sensors that can gather environmental data, processing it to certain extent and transmitting them back to backend devices. This is possible due to reduction in computation cost, easy access to Wireless Technologies and a plethora of sensors being made available to the end user. However, one of the open challenges in this regard is to be able to be complete the assigned task reliably within a specific period to be able to satisfy the latency requirements of latency sensitive applications. Since the IOT devices generally tend to have a limited amount of computing resource, it needs support from the backend computing machines that can perform a part of the heavy computation. In most cases these back end devices remain in the edge of the network are not offloaded to the cloud as high network latency is introduced otherwise. This makes Edge computing an ideal choice for Latency sensitive IOT applications. In this research paper we will be exploring the IOT based Edge Computing Applications and Machine Learning Tools that are used for the same","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":"129487124","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 Sales Prediction of Pharmaceutical Products","authors":"Sushama Rani Dutta, Subhranginee Das, Priyadarshini Chatterjee","doi":"10.1109/ICSSS54381.2022.9782271","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782271","url":null,"abstract":"Sales prediction is a predominant area in business intelligence. It plays a significant role in supply chain management. Proper sales prediction is essential for pharma companies. Before launching the pharmaceutical product to the market, the producer should predict the sales of the product in that particular area. In case of missing data or lack of adequate data makes the prediction more complex. To predict sales accurately, we use different machine learning algorithms. We can find complicated patterns in the sales dynamics including various risk variables in detailed study and analysed comprehensible predictive models to improve future sales predictions. Building a model based on historical data to forecasting sales of medicines, which can be applicable to new drugs which are licensed and released for sales. A way to show the effectiveness of the forecasting sales in drugs, taking the factors influencing, revealing the reviews of the existing solutions and analysing specific areas. We have tested with 5 different machine learning algorithms with the pharmaceutical product dataset and reached to a best algorithm i.e. linear regression. Its performance, Mean absolute percentage error (MAPE) is 19.07% and is better than other performing model. Hence our experiment shows the linear regression model is the best model for predicting pharmaceutical product sales.","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":"130880175","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}
Kandasamy Sellamuthu, Lakshmi Prabha N, Kiruthisha V, K. P
{"title":"Street Light Automation System Using Iot","authors":"Kandasamy Sellamuthu, Lakshmi Prabha N, Kiruthisha V, K. P","doi":"10.1109/ICSSS54381.2022.9782236","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782236","url":null,"abstract":"The utilization of information system and also information technologies to diminish the need of human employment producing goods as well as services is known as automation. Automation is a step beyond machinery in the concept of industrialization, whereas modernization supplied human resources with machines assist them in the physical work of the employee, automation considerably reduces the demand for human sensory along with mental requirements. In the global economy and in ordinary living, automation has become progressive. Automation is a technology that has been around for a while and is becoming broadly used. Functioning as a form of pre-programmed command, feedback ensures that it can be utilised in any process without errors. The automation technology now exists as the building block for countless innovations which you'll now find all over the place and will become more and more prevalent in future.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"50 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":"133550712","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":"A Review on Character Recognition and Information Retrieval from Ancient Inscriptions","authors":"R. Vijayalakshmi, J. Gnanasekar","doi":"10.1109/ICSSS54381.2022.9782241","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782241","url":null,"abstract":"In today's digital age, there is a need to digitize ancient images and documents, the ancient periods from stone inscriptions reveals the cultural history and helps to preserve and emphasize our country's heritage A recognition system aids in the analysis and digitization of traditional cultures and heritages. In this case, digitization entails the recognition of ancient images in both online and offline modes. This paper discusses a variety of strategies and techniques for retrieving, classifying, and extracting information from ancient inscriptions in a variety of languages.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"241 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":"133915886","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}
Kavitha Hariraman, Janani Selvam, Mukil Alagirisamy, S. S. Sivaraju
{"title":"Asymmetrical Supercapacitor based solar powered automatic emergency light","authors":"Kavitha Hariraman, Janani Selvam, Mukil Alagirisamy, S. S. Sivaraju","doi":"10.1109/ICSSS54381.2022.9782231","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782231","url":null,"abstract":"This paper describes an alternative solution for effective harvesting and usage of solar energy without using conventional batteries or conventional power source methods. Charging of devices at faster rates is one of the critical issues in the case of fast response in power electronics, in which conventional batteries are unable to charge the system at faster rates (charging time of batteries is very long, generally 345min). In this context, a new type of device, an Asymmetrical supercapacitor based automatic solar powered emergency lighting system, has been developed and is described in this paper. The device comprises a light sensor, an Asymmetrical supercapacitor bank, and the required electronic control circuit for making the system smart, having all control and function fully automatic. A conventional solar panel and Asymmetrical supercapacitors, fabricated in the lab, are used in this system for harvesting and storage of solar energy, respectively. The performance of the lighting system, including Asymmetrical supercapacitors, was studied and is also described in this paper. The system is build and tested with two Asymmetrical supercapacitors to provide light of 301m for 1.5 Hr on emergency. As compare to that of the battery, Supercapacitor coupled with simple LED circuits implies an interesting solution for this new type of advanced solar application.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"26 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":"132389852","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":"Improvement of Power Quality Using PV with UPQC","authors":"T. Thenmozhi, M. Devi, S. Kavitha","doi":"10.1109/ICSSS54381.2022.9782210","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782210","url":null,"abstract":"The ability of energy to reach consumer devices is determined by the quality of the power that was used to create it. Using a Unified Power Quality Conditioner (UPQC) to improve power quality on feeders in distribution system, this study offers a new joint that may be utilized in conjunction with the UPQC. The unified power quality conditioner makes use of active power filters, which are capable of altering both voltage and current at the same time. The UPQC connected to the feeders by means of a cable (Figure 1). (Lines). When it comes to resolving power quality concerns and reducing the number of transmission lines at a substation, the Unified Power Quality Conditioner is the most effective customized power equipment available on the market. An UPQC system with a three-phase bus that is fed by PV is modeled and tested. Sagging is caused by heavy loads, whereas swelling is caused by light loads. Solar arrays fed by UPQC are becoming increasingly popular as a means of reducing the severity of these power quality issues. MATLAB is used to analyze and report on the data that has been collected, This study makes use of concepts such as automatic power factor (APF), photovoltaic, proportional, and integral controllers (PI).","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"169 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":"116142231","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}
H. R., Gunapriya D, J. K, Naveenkumar N, S. P, Sri Madhavan C
{"title":"Reducing Theft of Electricity by Using IOT","authors":"H. R., Gunapriya D, J. K, Naveenkumar N, S. P, Sri Madhavan C","doi":"10.1109/ICSSS54381.2022.9782201","DOIUrl":"https://doi.org/10.1109/ICSSS54381.2022.9782201","url":null,"abstract":"IOT connects objects to the internet allowing data and services to be stored and retrieved the demand for person-to-person and thing-to-person communication as well as machine-to-machine communication without the need for human involvement drives the evolution of internet of things services power is one of the few non-renewable resources we utilize in our daily lives and it is used in every country resulting in significant losses due to electricity theft of power will be a major concern a smart energy meter is used to reduce electricity theft an energy meter is a device that calculates the cost of power utilized by homes companies or electrical gadgets in its most basic form as a result there is less electricity theft by revealing the state of the energy meter at the power offices back end a government official can identify a dishonest user in this paper through GPIO pins the energy meter communicates with the raspberry pi the GPIO pins get the effective data from the energy meter and transfer it to the raspberry pi and government officials can monitor the status of the energy meter in the form of graphs on the back end if the raspberry pi is linked to the network.","PeriodicalId":186440,"journal":{"name":"2022 8th International Conference on Smart Structures and Systems (ICSSS)","volume":"30 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":"116758281","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}