Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9453074
Thokala Harikrishna, Sanchita, Shivam Kumar, A. Jain
Due to scaling short channel effects are observed in devices under ultra deep submicron technology. The short channel effects causes leakage current to flow through the transistor which increases static power dissipation of the circuits. In this work two popular leakage reduction techniques namely drain gating technique and lector technique are combined to reduce the leakage power reduction of CMOS VLSI circuits. Different logic circuits are simulated using this novel combined technique for different input vectors. The performance of inverter and NOR gate are analyzed in terms of dc power dissipation and propagation delay and are compared with the existing popular leakage reduction techniques. Due to combined effect of drain gating and lector techniques, substantial reduction in leakage power is observed. The proposed technique reduces the leakage power consumption of Drain gating NOR gate by 44% and Lector NOR gate by 22% for 45nm technology.
{"title":"Integrating Drain Gating and Lector Techniques for Leakage Power Reduction in Ultra Deep Submicron Technology","authors":"Thokala Harikrishna, Sanchita, Shivam Kumar, A. Jain","doi":"10.1109/ICOEI51242.2021.9453074","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9453074","url":null,"abstract":"Due to scaling short channel effects are observed in devices under ultra deep submicron technology. The short channel effects causes leakage current to flow through the transistor which increases static power dissipation of the circuits. In this work two popular leakage reduction techniques namely drain gating technique and lector technique are combined to reduce the leakage power reduction of CMOS VLSI circuits. Different logic circuits are simulated using this novel combined technique for different input vectors. The performance of inverter and NOR gate are analyzed in terms of dc power dissipation and propagation delay and are compared with the existing popular leakage reduction techniques. Due to combined effect of drain gating and lector techniques, substantial reduction in leakage power is observed. The proposed technique reduces the leakage power consumption of Drain gating NOR gate by 44% and Lector NOR gate by 22% for 45nm technology.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123447162","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9452899
Cuihua Li
Construction of the collection retrieval system of intelligent library based on cloud computing is conducted in this paper. Constructing the intensive database resource distribution structure model and analyzing the statistical data of intensive database resources, combined with the fuzzy comprehensive clustering method to carry out the information clustering processing of intensive database resources, is the core framework for dealing with the data analysis problems proposed in this article. In the wildcard-based ciphertext search solution, the server needs to send the matched file to the user completely. If the user cannot get the desired file after decryption, it needs to be sent again. To overcome this challenge, we use the retrieval model to construct the efficient cloud model. The collection ways are simulated through the experimental simulations.
{"title":"Construction of the Collection Retrieval System of Intelligent Library Based on Cloud Computing","authors":"Cuihua Li","doi":"10.1109/ICOEI51242.2021.9452899","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9452899","url":null,"abstract":"Construction of the collection retrieval system of intelligent library based on cloud computing is conducted in this paper. Constructing the intensive database resource distribution structure model and analyzing the statistical data of intensive database resources, combined with the fuzzy comprehensive clustering method to carry out the information clustering processing of intensive database resources, is the core framework for dealing with the data analysis problems proposed in this article. In the wildcard-based ciphertext search solution, the server needs to send the matched file to the user completely. If the user cannot get the desired file after decryption, it needs to be sent again. To overcome this challenge, we use the retrieval model to construct the efficient cloud model. The collection ways are simulated through the experimental simulations.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121036480","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9452946
Kamlesh Kalbande, Swapna Choudhary, Anushka Singru, I. Mukherjee, Prachi Bakshi
Indian Agriculture conflates IoT for precision farming with the advent of ultra-low-power and advanced technologies. Assisting farmers in dealing with the problems of unorganized process automation, non-efficient products, non-available resources leading to machine damage, so on is a basic identification to vanquish. The concern discerning is monitoring and control systems, quality improvement, automation of devices, etc. Instead of controlling the level of water, the control of pump handling is given to the farmer so that it prevents the regulation of irrigation virtually being on the agricultural field at that time so to calculate water availability as a feedback oriented system. This paper proposes an IoT-based Smart Agriculture System assisting farmers to deal with the problems by getting Live Data (Temperature, Soil Moisture, Water level) for environment monitoring which enables to increase overall yield and quality of products. Updating each respective requires personal smart devices and controls to handle by enabling notifications of Application, this can be performed multi-way by merging both manual and automation to monitor. In such an occurrence, the farmer perhaps might also desire to forestall the machine without physical contact or routinely. The ultimate farming results need coordination for the sustainability of each vital living or nonliving substance, for which notifying an impetuous person will lead to an infusion. This system has been designed in an IoT environment with sensors like Soil Moisture Sensor, PIR Sensor, DHT11 Temperature and Humidity Sensor, Ultrasonic Sensor with a novel approach. The design methodology, hardware, and software implementations result with IoT cloud interface, sensor, and device controlling Application are discussed in this paper.
{"title":"Multi-Way Controlled Feedback Oriented Smart System for Agricultural Application using Internet of Things","authors":"Kamlesh Kalbande, Swapna Choudhary, Anushka Singru, I. Mukherjee, Prachi Bakshi","doi":"10.1109/ICOEI51242.2021.9452946","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9452946","url":null,"abstract":"Indian Agriculture conflates IoT for precision farming with the advent of ultra-low-power and advanced technologies. Assisting farmers in dealing with the problems of unorganized process automation, non-efficient products, non-available resources leading to machine damage, so on is a basic identification to vanquish. The concern discerning is monitoring and control systems, quality improvement, automation of devices, etc. Instead of controlling the level of water, the control of pump handling is given to the farmer so that it prevents the regulation of irrigation virtually being on the agricultural field at that time so to calculate water availability as a feedback oriented system. This paper proposes an IoT-based Smart Agriculture System assisting farmers to deal with the problems by getting Live Data (Temperature, Soil Moisture, Water level) for environment monitoring which enables to increase overall yield and quality of products. Updating each respective requires personal smart devices and controls to handle by enabling notifications of Application, this can be performed multi-way by merging both manual and automation to monitor. In such an occurrence, the farmer perhaps might also desire to forestall the machine without physical contact or routinely. The ultimate farming results need coordination for the sustainability of each vital living or nonliving substance, for which notifying an impetuous person will lead to an infusion. This system has been designed in an IoT environment with sensors like Soil Moisture Sensor, PIR Sensor, DHT11 Temperature and Humidity Sensor, Ultrasonic Sensor with a novel approach. The design methodology, hardware, and software implementations result with IoT cloud interface, sensor, and device controlling Application are discussed in this paper.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123914474","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9452873
N. E. J. Asha, Ehtesum-Ul-Islam, R. Khan
One of our major organs heart does the pumping process of oxygen-containing blood and its distribution to the body's arteries every minute. Heart rate or pulse indicates the cardiovascular fitness of a human body. The health condition is predicted by measuring the heartbeat rate, which changes with age, physical and mental conditions. The most familiar way of measuring the heart rate or rhythm is by sensing the pulse per minute by various devices. This paper implements a low-cost heart rate monitoring system using sensors and IoT devices. First, the sensor will be placed on the finger, and subsequently, the color variation will be seen. The sensor picks the color variation, and it measures the interval of color variation. An Arduino microcontroller is used to process the signal. These devices use light to track the blood. Next, the measured heart rate data from the Arduino is stored in CSV files. The Geneva affective picture database has been used to record the heart rate and classify it into three classes of positive, negative, and neutral emotions. Finally, a machine learning algorithm, support vector machine, has been implemented to predict the mental stress condition from the obtained heart rate. Experimental results demonstrate that the support vector machine with the polynomial kernel exhibits the best accuracy.
{"title":"Low-Cost Heart Rate Sensor and Mental Stress Detection Using Machine Learning","authors":"N. E. J. Asha, Ehtesum-Ul-Islam, R. Khan","doi":"10.1109/ICOEI51242.2021.9452873","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9452873","url":null,"abstract":"One of our major organs heart does the pumping process of oxygen-containing blood and its distribution to the body's arteries every minute. Heart rate or pulse indicates the cardiovascular fitness of a human body. The health condition is predicted by measuring the heartbeat rate, which changes with age, physical and mental conditions. The most familiar way of measuring the heart rate or rhythm is by sensing the pulse per minute by various devices. This paper implements a low-cost heart rate monitoring system using sensors and IoT devices. First, the sensor will be placed on the finger, and subsequently, the color variation will be seen. The sensor picks the color variation, and it measures the interval of color variation. An Arduino microcontroller is used to process the signal. These devices use light to track the blood. Next, the measured heart rate data from the Arduino is stored in CSV files. The Geneva affective picture database has been used to record the heart rate and classify it into three classes of positive, negative, and neutral emotions. Finally, a machine learning algorithm, support vector machine, has been implemented to predict the mental stress condition from the obtained heart rate. Experimental results demonstrate that the support vector machine with the polynomial kernel exhibits the best accuracy.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126134321","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}
In general, the consumers benefit from cloud computing because of its scalability, performance, flexibility, and low infrastructure investment. Everyone is moving from traditional services towards various cloud services at minimal cost. Because of the benefits of virtualization and data storage, people are increasingly embracing them and posing some new security issues. Using virtualization is an advantage for consumers because security is one of the features that are taken care to lesser extent. This paper summarizes the need for virtualization along with its benefits and multiple security vulnerabilities are explained in detail by a diagram that illustrates about virtualization security issues that are virtual machine based, Hypervisor based and virtual machine based attacks. There are some recommendations to strengthen the security and privacy in virtualization.
{"title":"TOUR TOWARDS THE SECURITY CHALLENGES OF VIRTUALIZATION IN CLOUD COMPUTING: A SURVEY","authors":"Jinkani Avinash, Kanakatla Pranay, Nerandla Rakesh Goud, Poonam Tanwar, Shweta Sharma","doi":"10.1109/ICOEI51242.2021.9452879","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9452879","url":null,"abstract":"In general, the consumers benefit from cloud computing because of its scalability, performance, flexibility, and low infrastructure investment. Everyone is moving from traditional services towards various cloud services at minimal cost. Because of the benefits of virtualization and data storage, people are increasingly embracing them and posing some new security issues. Using virtualization is an advantage for consumers because security is one of the features that are taken care to lesser extent. This paper summarizes the need for virtualization along with its benefits and multiple security vulnerabilities are explained in detail by a diagram that illustrates about virtualization security issues that are virtual machine based, Hypervisor based and virtual machine based attacks. There are some recommendations to strengthen the security and privacy in virtualization.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"37 31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125705614","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9452945
Qiankun Li
Strengthening education has always been an important national policy of our country. Especially in the era of knowledge economy, a country's education level has a direct impact on the comprehensive national strength and the sustainable development of the country. Because of the hierarchical education system implemented in China, only a small number of people can receive high-quality higher education. The development of the Internet has provided better conditions for the expansion of teaching scope, and the country has put forward the plan of network distance education since the late 1990s of last century. The plan calls for universities to use their teaching resources to set up teaching websites on the Internet and provide educational services to the public.
{"title":"Application and Development of Computer Technology in Network Guiding","authors":"Qiankun Li","doi":"10.1109/ICOEI51242.2021.9452945","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9452945","url":null,"abstract":"Strengthening education has always been an important national policy of our country. Especially in the era of knowledge economy, a country's education level has a direct impact on the comprehensive national strength and the sustainable development of the country. Because of the hierarchical education system implemented in China, only a small number of people can receive high-quality higher education. The development of the Internet has provided better conditions for the expansion of teaching scope, and the country has put forward the plan of network distance education since the late 1990s of last century. The plan calls for universities to use their teaching resources to set up teaching websites on the Internet and provide educational services to the public.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129862055","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9452924
R. Krishnan, K. Narayanan, S. Murali, A. Sangeetha, C. R. Sankar Ram, Y. H. Robinson
Nearly 286 million people in the world are visually impaired as of 2021. India stands first in the world for containing large number of visually impaired people. 22% of the world's visually impaired population resides in India. There are also numerous visually impaired care homes in India to take care of those visually impaired people. These people are facing numerous difficulties in their day-to-day life. Visually impaired people find it hard to locate the hindrance in their route when they are moving from one location to another. This may sometimes lead to life intimidating activities if proper alert information is not passed to them at the correct time. In order to alert about such activities, we propose this blind people monitoring system. This system alerts the visually impaired people by identifying the various hinderances in their pathway in advance and alert them to travel with utmost precaution. Our system also sends the exact location details of the visually impaired people to thevisually impaired care homes whenever they are in need of immediate assistance. All the activity of the visually impaired people are monitored and maintained in a database.
{"title":"IoT based Blind People Monitoring System for Visually Impaired Care Homes","authors":"R. Krishnan, K. Narayanan, S. Murali, A. Sangeetha, C. R. Sankar Ram, Y. H. Robinson","doi":"10.1109/ICOEI51242.2021.9452924","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9452924","url":null,"abstract":"Nearly 286 million people in the world are visually impaired as of 2021. India stands first in the world for containing large number of visually impaired people. 22% of the world's visually impaired population resides in India. There are also numerous visually impaired care homes in India to take care of those visually impaired people. These people are facing numerous difficulties in their day-to-day life. Visually impaired people find it hard to locate the hindrance in their route when they are moving from one location to another. This may sometimes lead to life intimidating activities if proper alert information is not passed to them at the correct time. In order to alert about such activities, we propose this blind people monitoring system. This system alerts the visually impaired people by identifying the various hinderances in their pathway in advance and alert them to travel with utmost precaution. Our system also sends the exact location details of the visually impaired people to thevisually impaired care homes whenever they are in need of immediate assistance. All the activity of the visually impaired people are monitored and maintained in a database.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129439447","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9453024
Monal Nagar, M.Bhuvaneshwar Reddy, Usha Nandini, Albert Mayan, Sathyabama Krishna, S. Mary
India is starting to become digital in every sector. In this developing environment people need more and more improvised versions and easy way to tackle various problems. This project focuses on providing all necessary information about a district/city. Also, not only for providing information about different sectors of a district it also enables the user to report any social or environmental issues. Many people addresses their surrounding problems but fails to complain against them. The biggest reason is the lack of proper systematic approach and the attitude of the existing department. There is no such accurate field to file a complaint online, therefore we aim towards solving this problem by creating a user-friendly web application where people can easily lodge a complaint simply sitting at home. Previously people were required to write an official letter and post it, later they have to wait for an response which takes a lot of time and resources without any confirmation that whether their query raised will be solved or not. Another benefit of this application will be that it will make the user to have access to all major and minor sector details like transportation, tourism, schools, hospitals etc. The focus will a web application for a particular district only.
{"title":"Smart District Analysis and Complaint Website","authors":"Monal Nagar, M.Bhuvaneshwar Reddy, Usha Nandini, Albert Mayan, Sathyabama Krishna, S. Mary","doi":"10.1109/ICOEI51242.2021.9453024","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9453024","url":null,"abstract":"India is starting to become digital in every sector. In this developing environment people need more and more improvised versions and easy way to tackle various problems. This project focuses on providing all necessary information about a district/city. Also, not only for providing information about different sectors of a district it also enables the user to report any social or environmental issues. Many people addresses their surrounding problems but fails to complain against them. The biggest reason is the lack of proper systematic approach and the attitude of the existing department. There is no such accurate field to file a complaint online, therefore we aim towards solving this problem by creating a user-friendly web application where people can easily lodge a complaint simply sitting at home. Previously people were required to write an official letter and post it, later they have to wait for an response which takes a lot of time and resources without any confirmation that whether their query raised will be solved or not. Another benefit of this application will be that it will make the user to have access to all major and minor sector details like transportation, tourism, schools, hospitals etc. The focus will a web application for a particular district only.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129537666","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9453041
D. Manikanta, Katakam Ramakrishna, Maturi Giridhar, Narlapati Avinash, Talupula Srujan, R. R.
VLSI experiences a key position in many of the signal processing applications. Multiply and Accumulation process is one among the mostly used operation. Power, area and speed are the metrics used to determine the efficiency of a MAC unit. For certain cases each of these metrics plays a key role. In some cases, speed is only concentrated, so the other parameters are not given much priority in that case. This work focuses on two metrics. The power and area is concentrated for the better efficiency in this work. Through the deep analysis of adders, Ripple Carry Adder has shown less area and power consumption than other adders. The processes that are involved in MAC are multiplication, addition and accumulation. The addition of Vedic techniques in a MAC is always an added advantage. So, this work includes development of a 32-bit multiply and accumulate unit using Vedic sutra (Urdhva Tiryakbhyam sutra), accumulation unit involving ripple carry adder (RCA) and its implementation in a 4-tap FIR filter. The results show an efficiency of 5% in area improvement and 9% in power.
{"title":"Hardware Realization of Low power and Area Efficient Vedic MAC in DSP Filters","authors":"D. Manikanta, Katakam Ramakrishna, Maturi Giridhar, Narlapati Avinash, Talupula Srujan, R. R.","doi":"10.1109/ICOEI51242.2021.9453041","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9453041","url":null,"abstract":"VLSI experiences a key position in many of the signal processing applications. Multiply and Accumulation process is one among the mostly used operation. Power, area and speed are the metrics used to determine the efficiency of a MAC unit. For certain cases each of these metrics plays a key role. In some cases, speed is only concentrated, so the other parameters are not given much priority in that case. This work focuses on two metrics. The power and area is concentrated for the better efficiency in this work. Through the deep analysis of adders, Ripple Carry Adder has shown less area and power consumption than other adders. The processes that are involved in MAC are multiplication, addition and accumulation. The addition of Vedic techniques in a MAC is always an added advantage. So, this work includes development of a 32-bit multiply and accumulate unit using Vedic sutra (Urdhva Tiryakbhyam sutra), accumulation unit involving ripple carry adder (RCA) and its implementation in a 4-tap FIR filter. The results show an efficiency of 5% in area improvement and 9% in power.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128054618","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}
Pub Date : 2021-06-03DOI: 10.1109/ICOEI51242.2021.9452967
Jinpeng Guo, Ting Xu
Effectiveness evaluation of air pollution intelligent control based on AI guided haze image identification algorithm is conducted in this paper. Firstly, we choose median filter to denoise the image, choose the global fog image enhancement method to enhance the image, and segment the image through the Gaussian mixture model algorithm based on spatio-temporal information. Secondly, the novel AI system is designed for the implementations of the environment sensing framework that can collect the data, pre-process the data and finally extract the overall information for analysis. Lastly, the intelligent control system is desinged and implemented. Reflecting from the simulation results, the proposed monitoring system can comprehensively analysis the data well.
{"title":"Effectiveness Evaluation of Air Pollution Intelligent Control Based on AI Guided Haze Image Identification Algorithm","authors":"Jinpeng Guo, Ting Xu","doi":"10.1109/ICOEI51242.2021.9452967","DOIUrl":"https://doi.org/10.1109/ICOEI51242.2021.9452967","url":null,"abstract":"Effectiveness evaluation of air pollution intelligent control based on AI guided haze image identification algorithm is conducted in this paper. Firstly, we choose median filter to denoise the image, choose the global fog image enhancement method to enhance the image, and segment the image through the Gaussian mixture model algorithm based on spatio-temporal information. Secondly, the novel AI system is designed for the implementations of the environment sensing framework that can collect the data, pre-process the data and finally extract the overall information for analysis. Lastly, the intelligent control system is desinged and implemented. Reflecting from the simulation results, the proposed monitoring system can comprehensively analysis the data well.","PeriodicalId":420826,"journal":{"name":"2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130060148","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}
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