2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)最新文献

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Succinct Differentiation of Disparate Boosting Ensemble Learning Methods for Prognostication of Polycystic Ovary Syndrome Diagnosis 不同增强集合学习方法的简练辨析对多囊卵巢综合征诊断预后的影响
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/ICAC353642.2021.9697163
A. Gupta, Sannidhi Shetty, Raunak Joshi, R. Laban
{"title":"Succinct Differentiation of Disparate Boosting Ensemble Learning Methods for Prognostication of Polycystic Ovary Syndrome Diagnosis","authors":"A. Gupta, Sannidhi Shetty, Raunak Joshi, R. Laban","doi":"10.1109/ICAC353642.2021.9697163","DOIUrl":"https://doi.org/10.1109/ICAC353642.2021.9697163","url":null,"abstract":"Prognostication of medical problems using the clinical data by leveraging the Machine Learning techniques with stellar precision is one of the most important real world challenges at the present time. Considering the medical problem of Polycystic Ovary Syndrome also known as PCOS is an emerging problem in women aged from 15 to 49. Diagnosing this disorder by using various Boosting Ensemble Methods is something we have presented in this paper. A detailed and compendious differentiation between Adaptive Boost, Gradient Boosting Machine, XGBoost and CatBoost with their respective performance metrics highlighting the hidden anomalies in the data and its effects on the result is something we have presented in this paper. Metrics like Confusion Matrix, Precision, Recall, F1 Score, FPR, RoC Curve and AUC have been used in this paper.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122219088","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: 13
EPT (Electrically Propelled Tricycle) 电动三轮车
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697246
Allen Pinto, Swain Fernandes
{"title":"EPT (Electrically Propelled Tricycle)","authors":"Allen Pinto, Swain Fernandes","doi":"10.1109/icac353642.2021.9697246","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697246","url":null,"abstract":"The term electrically-propelled refers to a class of technologies that uses electric power to propel the vehicle with batteries rather than making use of I.C. engines. EPT (Derive from electric propelling) uses electric energy to propel the tricycle. With EPT, a disabled person can travel from one place to another place reducing fatigue. EPT is one such vehicle that can be used by most disabled people who cannot afford a standard electric wheelchair. EPT uses E.V. (electric vehicle) technology which uses electric power to propel the vehicle from one place to another with best-in-class efficiency. This technology is widely spread in human life all around the globe. The most appealing feature about EPT is that it has a manufacturing price that is 5X more minor than the electric wheelchair. Most people handicapped from legs in a government hospital require 15-20 min to have a person assisting them to move on their conventional wheelchair. With EPT, they need not face such a problem as it is electrically propelled. The person can move without taking anyone's help for assistance. It uses the battery and electric controller kit technology, which is currently reliable to propel electric vehicles. Compared to other electric wheelchair technologies, the difference in price makes EPT unique.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122464910","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
Web Application for Machine Learning based Music Genre Classification 基于机器学习的音乐类型分类Web应用
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697317
Jugal Chauhan, Jash Shah, Eeshan Mundhe, Ishan Jain
{"title":"Web Application for Machine Learning based Music Genre Classification","authors":"Jugal Chauhan, Jash Shah, Eeshan Mundhe, Ishan Jain","doi":"10.1109/icac353642.2021.9697317","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697317","url":null,"abstract":"With the tremendous increase in the number of songs produced, categorizing them has become a difficult process. It's a good idea to categorize them according to their genre. To resolve this quandary, this paper introduces a web application that uses Machine Learning techniques to automatically classify a music file into its genre. Any .wav audio file can be uploaded to the application, which will accurately assess its genre and classify it accordingly. Django is used to create the web application, and three algorithms are tested for accuracy and performance. Of these three methods, the Support Vector Machine approach has the highest accuracy – Deep Neural Network (Keras library), Support Vector Machine, K Nearest Neighbors – and is thus chosen for the web application.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"78 11","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133522766","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
Control of an Over-actuated Quadrotor Manipulator Based on Backstepping Integral Sliding Mode 基于反步积分滑模的过驱动四旋翼机械臂控制
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697191
Shilin Yi, Keigo Watanabe, I. Nagai
{"title":"Control of an Over-actuated Quadrotor Manipulator Based on Backstepping Integral Sliding Mode","authors":"Shilin Yi, Keigo Watanabe, I. Nagai","doi":"10.1109/icac353642.2021.9697191","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697191","url":null,"abstract":"This paper presents the design and verification of a robust controller for the trajectory tracking problem of an over-actuated quadrotor manipulator. The quadrotor is equipped with four variable-tilt rotors. A 2-DOF manipulator is attached to the belly of the quadrotor. The position and orientation of the quadrotor can be controlled independently. The robust trajectory tracking controller presented in this paper combines the backstepping control and integral sliding mode control. It’s confirmed that the end effector of the over-actuated quadrotor manipulator is capable of tracking an arbitrary desired 6-DOF trajectory accurately despite external disturbances by a simulation.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125681185","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
Interactive Map Application For Real-Time Crime Reporting 交互式地图应用程序实时犯罪报告
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697179
Syed Irfan Amjad Abidi, Alan Anthony Almeida, Lance Garrick Soares, A. Pansare
{"title":"Interactive Map Application For Real-Time Crime Reporting","authors":"Syed Irfan Amjad Abidi, Alan Anthony Almeida, Lance Garrick Soares, A. Pansare","doi":"10.1109/icac353642.2021.9697179","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697179","url":null,"abstract":"Crime is very common in India and it happens in many different ways throughout the country. Along with violent crimes (like homicide, robbery, and assault), and property crimes (like burglary, theft, motor vehicle theft, and arson), there are also major problems with organized crime, illegal drug trade, illegal arms trafficking, corruption, and cybercrime as well. Surprisingly, location has a significant impact on crime in India, with Delhi at the top of the list with the highest crime rate among all Indian states. Crime prevention is critical to maintaining law and order in the country. Deterring criminals through the deployment of more police is one of the major strategies practiced [1]. Apart from an increase in crime rates, there has also been a sudden rise in unsolved cases and crimes, with culprits still at large. The major reason for this is a crime not being reported, minimal or no evidence against the offender, and corruption.In this paper, we address exactly that aspect of crime reporting which will minimize crime. The methodology proposed in this paper consists of two aspects: an android and a web application. These systems together can be used by police authorities to assist in curbing crime and to provide assistance to the victims or witnesses.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130248546","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
Empirical Test for Coverage Evaluation of NB-IoT Network NB-IoT网络覆盖评估的实证检验
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697216
Radheshyam Sing, Ying Yan, Kalpit Dilip Ballal, L. Dittmann
{"title":"Empirical Test for Coverage Evaluation of NB-IoT Network","authors":"Radheshyam Sing, Ying Yan, Kalpit Dilip Ballal, L. Dittmann","doi":"10.1109/icac353642.2021.9697216","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697216","url":null,"abstract":"In recent years several Internet of Things(IoT) technologies are being developed covering different aspects and sets of applications. One of such technology, proposed by the Third Generation Partnership Project (3GPP) is called as Nar-roBand IoT (NB-IoT). NB-IoT is based on 3GPP’s existing LTE standard with special features added to support the Low Power Wide Area Network(LPWAN) devices. Some of the NB-IoT features include low power consumption, low cost, deep-indoor coverage (20dB improvement over standard LTE), massive device connectivity, etc. In this paper, we have evaluated performance of an commercially deployed NB-IoT network from a prospective of smart building & smart city applications. In order to achieve this goal, we performed two sets of tests. The first test focused on measuring the maximum distance covered by a single NB-IoT cell in a given area. The second test included measuring the signal strength when the device was placed in an indoor, outdoor, and deep-indoor locations. Theses tests were conducted in the campus of the Technical University of Denmark (DTU) and neighbouring residential area. The results for the tests were obtained by sending approximately 300 packets from each location to a cloud solution.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114453973","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: 3
Review of VQA : Datasets and Approaches VQA回顾:数据集和方法
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697283
Devika Patadia, Shivam Kejriwal, Richa Shah, Neha Katre
{"title":"Review of VQA : Datasets and Approaches","authors":"Devika Patadia, Shivam Kejriwal, Richa Shah, Neha Katre","doi":"10.1109/icac353642.2021.9697283","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697283","url":null,"abstract":"Visual Question Answering (VQA) is a fairly recent problem that has amassed much attention from two highly significant research fields by integrating natural language processing and computer vision techniques. It is a multimodal task in which an algorithm must answer questions about images. To begin, the paper will evaluate and analyze the various existing datasets for VQA tasks and explore their limitations and specialties. The paper then reviews various papers for novel approaches to the VQA problem. Finally, it explores the field's future scope and prospective possibilities.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133310778","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
NPK And Oxygen Regulation System for Hydroponics 水培氮磷钾与氧调节系统
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697276
Vedant Shirsekar, Jay Hegshetye, Soham Urunkar, A. Masurkar
{"title":"NPK And Oxygen Regulation System for Hydroponics","authors":"Vedant Shirsekar, Jay Hegshetye, Soham Urunkar, A. Masurkar","doi":"10.1109/icac353642.2021.9697276","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697276","url":null,"abstract":"In this paper we propose a system to regulate and monitor the levels of Nitrogen, Phosphorous and Potassium for crops which are grown hydroponically. NPK are the basic nutrients to grow any crop. Correct proportions of NPK determine the quality and yield of a crop. Fertilizers are used to provide these elements in the right proportion to enhance the crop growth rate and increase the yield. However, the nutrients levels may vary due to continuous consumption of nutrients by the plants. Hence, there is a need to regulate the NPK levels in the water tank and monitor them continuously in real time. The proposed system uses an Arduino Mega controller. It controls four pumps and sensors, each of which is used to regulate the values of nitrogen, phosphorus, potassium and oxygen. The proposed system can be easily integrated to existing hydroponic equipment. This study also highlights the effect of solution concentration on the accuracy. The system is designed in such a way that accurate values of NPK in μg/ml can be delivered to the crop in a stipulated amount of time. The system consumes less power, has good accuracy and low latency.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130929346","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
Design of Carry Select Adder Using Logic Optimization Technique 基于逻辑优化技术的进位选择加法器设计
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697189
M. Sreevani, S. Lakshmanachari, B. Manvitha, Y. J. N. Pravalika, T. Praveen, V. Vijay, Rajeev Ratna Vallabhuni
{"title":"Design of Carry Select Adder Using Logic Optimization Technique","authors":"M. Sreevani, S. Lakshmanachari, B. Manvitha, Y. J. N. Pravalika, T. Praveen, V. Vijay, Rajeev Ratna Vallabhuni","doi":"10.1109/icac353642.2021.9697189","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697189","url":null,"abstract":"Carry Select Adder (CSLA) is an essentially utilized adder on account of its higher computational speed. CSLA is utilized in the space of incorporation frameworks. This paper proposes a CSLA design by carrying out the Logic Optimization Technique (ZFCLOT) using Zero Finding Logic contrasted with ordinary Zero Finding Logic (ZFC). This paper notices the different presentation measurements like area, power, delay, area delay product (ADP), power delay product (PDP) and effectiveness. Approval of the ZFCLOT put together CSLA is displayed with respect to Cadence stage utilizing 45 nm platform. The presented CSLA utilizing ZFCLOT has shown advanced execution measurements, explicitly, region and power improvement of 47.287% and 49.1%, separately contrasted with the current standard plans.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126031128","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
QCA Based Universal Shift Register using 2 to 1 Mux and D flip-flop 基于QCA的通用移位寄存器,使用2对1 Mux和D触发器
2021 International Conference on Advances in Computing, Communication, and Control (ICAC3) Pub Date : 2021-12-03 DOI: 10.1109/icac353642.2021.9697308
S. Sushma, S. Swathi, V. Bindusree, Sri Indrani Kotamraju, A. A. Kumar, V. Vijay, Rajeev Ratna Vallabhuni
{"title":"QCA Based Universal Shift Register using 2 to 1 Mux and D flip-flop","authors":"S. Sushma, S. Swathi, V. Bindusree, Sri Indrani Kotamraju, A. A. Kumar, V. Vijay, Rajeev Ratna Vallabhuni","doi":"10.1109/icac353642.2021.9697308","DOIUrl":"https://doi.org/10.1109/icac353642.2021.9697308","url":null,"abstract":"A Quantum-dot cellular automaton (QCA) represents a modern technology for implementing small-sized circuits with high-performance, low-power consumption and various computations in digital circuits at the nanoscale level. These quantum dots made up at a nanoscale level which increases the performance of circuits. With the invention of QCA in electronics, the circuits can achieve their operations with very high efficiency and with low power dissipation. Meanwhile, a universal shift register (USR) is a particular circuit with the functions of storing and shifting bits to a specified direction and is observed as an essential component. This USR also has the process to load the data. Therefore, here we propose a USR circuit based on QCA, i.e., QUSR, which requires the essential components of a shift register and a multiplexer (Mux) combined and used to select the operation of the USR. In this project, we propose a 2-to-1 Mux, which then extended to a 4-to-1 Mux. Here, we suggest a new D flip-flop and design a shift register by connecting all of these. Finally, we propose a QUSR that consumes low power and computes high-performance by combining four 4-to-1 Muxes and a four-bit shift register. The proposed QUSR is highly efficient in time and space complexities and has a good energy dissipation performance. The proposed design performance metric of efficiency achieved by doing required simulations using the QCA Designer tool.","PeriodicalId":196238,"journal":{"name":"2021 International Conference on Advances in Computing, Communication, and Control (ICAC3)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115700854","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
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