2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)最新文献

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Streaming of High-Velocity Information using Dynamic Spatio-Temporal Query Processing 基于动态时空查询处理的高速信息流
Raminder Singh, Ranjana Sharma
{"title":"Streaming of High-Velocity Information using Dynamic Spatio-Temporal Query Processing","authors":"Raminder Singh, Ranjana Sharma","doi":"10.1109/ICATIECE56365.2022.10047512","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10047512","url":null,"abstract":"In the event that the status of the query is modified in any way, a restart is required. This reduces the responsiveness of the system and, in the worst-case situation, produces results that are either wrong or out of date. In this work, we recommend using techniques from stream database, spatial information management, and computing systems to improve the processing of dynamic spatio-temporal queries across high-velocity large data streams. We provide strategies for streaming spatio-temporal querying and suggest spatial having earlier on geohashes for efficient parallel computing. Both of these are shown below. The in-memory batch processing that Apache Flink provides is compatible with our spatially ideas and performs very well with them. The viability of our strategy is proved by a comparative examination of our prototype, which maintains high consistent response times for both static and shifting query over high velocity spatiotemporal big data streams. This result demonstrates that our technique is successful.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"254 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123896970","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
A Novel Machine Learning-Based Artificial Voice Box 一种新型的基于机器学习的人工语音盒
N. Kumar, Priya Nandihal, Madhumala R B, P. Pareek, Nikshepa T, Sowmya S R
{"title":"A Novel Machine Learning-Based Artificial Voice Box","authors":"N. Kumar, Priya Nandihal, Madhumala R B, P. Pareek, Nikshepa T, Sowmya S R","doi":"10.1109/ICATIECE56365.2022.10046967","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10046967","url":null,"abstract":"Patients may experience a great deal of discomfort while undergoing rigorous medical procedures for the identification of vocal abnormalities. As a result, there has been a lot of interest in automated speech recognition and disorder detection approaches in recent years, and these methods have shown to be effective. Voice recordings have been acquired from the Saarbruecken Voice Database for the purpose of this study. The signals undergo preprocessing using Hybrid Wiener Filter Discrete Wavelet Transforms in order to de-noise and eliminate any silence that may have been there (HWFDWT). Cat Swarm Optimization is used to extract features, and Mel Frequency Cepstrum Coefficients are taken into account (CSOMFCC). Classification using Modified Optimized Back Propagation Network Disorder voice Classification is then used to sort the features in the end (MOBPNDC). In terms of Accuracy, Precision, Recall, F-Measure, and Time period, the classification scheme beats the current Support Vector Machine (SVM) and Back Propagation Neural Network (BPNN) approaches. The neural speech system is a gadget that enables individuals who are unable to talk to communicate their thoughts and emotions with the outside world. It is a piece of equipment that can record the electric pulses that are generated by the brain and turn them into a synthetic voice. - Provide an overview of the concept or solution that you want to build. The electrical activity of the brain will be recorded and then sent into a synthesiser. The Synthesizer will convert the signal into voice when it has finished decoding it. The voice that has been deciphered is then supplied to an artificial voice box. The brain's electrical activity is used to generate an artificial voice, which is then output via the box.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123464128","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
Secure communication between groups of Smart IoT devices over the IPv6 network 智能物联网设备组之间通过IPv6网络进行安全通信
Rajashree S, Chaitra Y. L, R. B, S. S
{"title":"Secure communication between groups of Smart IoT devices over the IPv6 network","authors":"Rajashree S, Chaitra Y. L, R. B, S. S","doi":"10.1109/ICATIECE56365.2022.10047733","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10047733","url":null,"abstract":"With the increase in the enormous IoT application, achieving communication between these devices is becoming an important topic for research. The internet of things (IoT) architecture includes the interconnection of different types of end-user devices that communicate over a shared public network that generally runs over TCP/IP protocol. The core network contains routers that run routing protocols like OSPF, IS-IS, and BGP. The smart IoT devices have a TCP/IP stack built into them and these devices communicate with the core network using TCP/IP protocol. This paper proposes a method by which smart IoT devices can be segregated into groups and each group of devices communicates independently which ensures data belonging to one group does not interfere with data belonging to another group thereby providing isolation between groups. This paper proposes an enhancement to the existing network routing protocols (BGP) to advertise group information.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121644586","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
Enhancing Security on Indonesian E-health Cloud 加强印尼电子医疗云的安全
Sarah Syahwenni Utari, RB Madhumala, S. Haryanti, U. A. Rachmawati, Sri Puji Utami Atmoko, Iswandi
{"title":"Enhancing Security on Indonesian E-health Cloud","authors":"Sarah Syahwenni Utari, RB Madhumala, S. Haryanti, U. A. Rachmawati, Sri Puji Utami Atmoko, Iswandi","doi":"10.1109/ICATIECE56365.2022.10046767","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10046767","url":null,"abstract":"The cloud computing adoption in e-health has improved health services and research. An e-health cloud deployment model for Indonesia have been proposed. In this work, we simulated the e-health cloud model and implemented virtual firewalls to enhance its security. We examined the performance of the firewalls under a distributed denial of service (DDoS) attacks. The virtualization environment for the cloud utilized Proxmox VE, and the firewalls applied a modified ConfigServer & Firewall (CSF). DDoS-blocking scripts are modified to block IPs from attackers. First, we investigated the cloud without virtual firewalls. The average time a server could survive a DDoS attack is examined. Second, the virtual firewall capability is verified. The result shows that the average time of a server surviving a DDoS attack is 197.26 seconds, with a standard deviation is 52.99 seconds. The virtual firewall managed to block the attacker's IP address, and the server could cope a DDoS attack.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127605763","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
Digital Learning Trends Post Covid-19 新冠肺炎后的数字学习趋势
Nishil Madhani, Eshika Shah, S. P., Arjun Sivaraman, Mahera Furniturewala
{"title":"Digital Learning Trends Post Covid-19","authors":"Nishil Madhani, Eshika Shah, S. P., Arjun Sivaraman, Mahera Furniturewala","doi":"10.1109/ICATIECE56365.2022.10047548","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10047548","url":null,"abstract":"In the current society, mobile devices have become common in modern culture along with which the Internet transcends time and location constraints to become a widespread learning tool. This gave rise to digital learning which reached a new peak due to the recent COVID-19 pandemic. Not every student has the same learning opportunities. In order to make education more egalitarian, effective policies and programs must be implemented-and perhaps your unique data analysis could assist disclose the solution. Current research indicates that educational outcomes are far from egalitarian. The COVID-19 epidemic aggravated the imbalance. There is an immediate necessity for a higher standard of acknowledgement and quantify the range and impact of COVID-19 on the mentioned partisanship. This paper aims to understand the digital learning trends in the current times and visualize the inclination towards the use of different online learning tools.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128097855","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
Comparative Analysis of Different Vectorizing Techniques for Document Similarity using Cosine Similarity 基于余弦相似度的不同文档相似度矢量化技术的比较分析
Kanav Goyal, Megha Sharma
{"title":"Comparative Analysis of Different Vectorizing Techniques for Document Similarity using Cosine Similarity","authors":"Kanav Goyal, Megha Sharma","doi":"10.1109/ICATIECE56365.2022.10046766","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10046766","url":null,"abstract":"In this paper, multiple methods to vectorize documents were compared, and cosine similarities were calculated for the corresponding documents. Some of the vectorizing methods also consider the text's semantic meaning. The methods involve cosine similarity with algorithms like Bag of Words, Binary Bag of Words, Tf-Idf, Bidirectional Encoder Representations from Transformers, and Universal Sentence Encoder. Two important libraries to preprocess the text were used; these are NLTK and Genism. The Binary bag of words with Genism gave the best results of all the methods used. The dataset used involved around 2000 short news articles; these belonged to 5 categories.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130227995","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
Smart City and Intelligent Upgrading of Urban Transportation System: based on Sustainable Investment Strategy 智慧城市与城市交通系统的智能化升级:基于可持续投资战略
Jun Qiao
{"title":"Smart City and Intelligent Upgrading of Urban Transportation System: based on Sustainable Investment Strategy","authors":"Jun Qiao","doi":"10.1109/ICATIECE56365.2022.10047675","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10047675","url":null,"abstract":"The government's main goal in smart city transportation development planning is to optimize and improve urban mobility under sustainable strategies, and to maximize the optimization and improvement by upgrading the transportation system with limited funds. The key area of this sustainable investment is how to implement and invest in emerging urban transportation solutions, but there is no complete solution to endow the existing transportation system with intelligent attributes under the sustainable strategy. Taking Chongqing as an example, this paper compares the evaluation indexes of urban transportation system intellectualization to understand which aspects of the city have caused positive results of intellectualization implementation. With the development of mobility and intelligence in cities, this paper attempts to analyze the impact of the differences in the composition of intelligent transportation systems on cities and the sustainable investment strategies of intelligent transportation. To help the transportation system reduce carbon emissions and provide strategies for upgrading the city's intelligent transportation system.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131808545","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
Dynamic Uplink and Downlink Resource Allocation using Deep RI Learning Approach in 5G-HetNets 基于深度RI学习方法的5G-HetNets动态上下行资源分配
Vatsala Pawar, Anu Sharma
{"title":"Dynamic Uplink and Downlink Resource Allocation using Deep RI Learning Approach in 5G-HetNets","authors":"Vatsala Pawar, Anu Sharma","doi":"10.1109/ICATIECE56365.2022.10047197","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10047197","url":null,"abstract":"To anticipate the continuously shifting traffic and channel state and to adjust the TDD config on the spot in a high-mobility environment, a novel strategy is required. In order to flexibly allocate radio resources in real time, we investigate the routing mechanism in the high - speed and heterogeneous network and present a unique intelligent TDD setup approach based on extensive relevance feedback. To change the TDD Up/Down-link ratio by weighing rewards, the concept suggests using vibrant Q-value iteration-based recurrent neural networks with an expertise replay memory mechanism. This is accomplished by using a deep neural network to extract the characteristics of the knowledge in a complex network. When compared to traditional TDD resource allocation algorithms, simulation results demonstrate that the suggested strategy significantly improves networking performance in terms of speed and packet loss rates.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133559948","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
Analysis of Pipa Performance Based on Image Database 基于图像数据库的琵琶性能分析
Xueqing Jiang, Jie Sheng
{"title":"Analysis of Pipa Performance Based on Image Database","authors":"Xueqing Jiang, Jie Sheng","doi":"10.1109/ICATIECE56365.2022.10047452","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10047452","url":null,"abstract":"Pipa is a traditional Chinese musical instrument, which is the integration of Chinese unique cultural flavor and artistic charm. Pipa has normative and elegant style, which can improve the quality of national civilization and spiritual and cultural needs. However, Pipa technique is a complex skill which needs high intensity training, which will directly affect the systematization of pipa playing technique. Pipa performance art is an extension of Chinese traditional culture, which has rich emotion and artistic effect. Therefore, we must inherit the pipa performance art, which is the precious wealth left by the traditional culture. Pipa playing skills can be divided into left-hand and right-hand techniques, which is a relatively complex playing techniques. Therefore, there are many difficulties in the inheritance of pipa playing technology. With the rapid development of computer, we can use computer-aided Pipa performance technology inheritance and innovation. First of all, this paper analyzes the importance of computer aided. Then, a computer aided method is proposed. Finally, some suggestions are put forward.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132655145","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
Automatic Cloth Drying Line Solution Using IoT 使用物联网的自动晾布线解决方案
Rohan Nandan, Revathi Gp, Prasad B. Honnavalli
{"title":"Automatic Cloth Drying Line Solution Using IoT","authors":"Rohan Nandan, Revathi Gp, Prasad B. Honnavalli","doi":"10.1109/ICATIECE56365.2022.10046759","DOIUrl":"https://doi.org/10.1109/ICATIECE56365.2022.10046759","url":null,"abstract":"The weather in Bangalore, India is really unpredictable. It might rain during the hottest of the days or it might be sunny during the monsoons. This poses quite a challenge for drying the clothes outside. Solutions to this problem have been put across but they aren't cost effective and cannot be afforded by the common man. This paper talks about the design and implementation of a prototype called SMARTDRY that has a mobile roof, which is highly cost effective and serves the purpose. The system is developed using ArduinoUNO as the micro-controller along with a rain sensor as its main functional units. With the help of the rain sensor, whenever it starts to rain, a signal is sent to the Arduino UNO microcontroller that triggers the motor driver to enable the 12V DC motor, which moves the mobile roof hence covering the clothes and protecting it from rain. When the rain stops.the rain sensor alerts the micro-controller through a signal, which in turn triggers the motor driver, as a result of which the motor is enabled and the mobile roof is moved again in the opposite direction, so that the clothes are exposed to the open sky for drying. To communicate the status of the clothes with the user, the system has an ESP8266 wi-fi module which allows for real-time status sync of the system with the app that the user can use from any part of the world as long as he is connected to the internet.","PeriodicalId":199942,"journal":{"name":"2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124490983","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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