Pub Date : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017311
H. Jawad, A. Thabit, M. Patlayenko, O. Osharovska, V. Solodka, V. Pyliavskyi
This paper considers the implementation of distributed video coding based on hierarchical wavelet transform. The low - frequency coefficients of the eighth and ninth decomposition levels are transmitted as key frames. Every second frame is skipped and interpolated in the decoder by key frames and additional (side) information containing wavelet coefficient prediction errors and considered as motion vectors. A comparison of the developed software complex and the DISCOVER codec was made based on the dependence of the signal-to-noise ratio on the bitrate. The concept of movement complexity is introduced and the gain from the application of the developed algorithm for generating side information using the BD-PSNR criterion is estimated for different video sequences.
{"title":"Distributed Video Codec Based on Wavelet Transform","authors":"H. Jawad, A. Thabit, M. Patlayenko, O. Osharovska, V. Solodka, V. Pyliavskyi","doi":"10.1109/TELECOM56127.2022.10017311","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017311","url":null,"abstract":"This paper considers the implementation of distributed video coding based on hierarchical wavelet transform. The low - frequency coefficients of the eighth and ninth decomposition levels are transmitted as key frames. Every second frame is skipped and interpolated in the decoder by key frames and additional (side) information containing wavelet coefficient prediction errors and considered as motion vectors. A comparison of the developed software complex and the DISCOVER codec was made based on the dependence of the signal-to-noise ratio on the bitrate. The concept of movement complexity is introduced and the gain from the application of the developed algorithm for generating side information using the BD-PSNR criterion is estimated for different video sequences.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126302258","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017262
Milen Todorov
The purpose of this paper is to present an implementation of a cluster of 20 Raspberry Pis and different local multi-node deployments of Kubernetes on top of it. The presented approaches differ both in terms of the used lightweight Kubernetes solutions and the used operating systems. Besides the different methods for deploying applications in containers, in the current paper are presented the interactions with the cluster as well as their differences. Based on collected metrics from the Kubernetes nodes are presented and compared loads of the different deployments.
{"title":"Deploying Different Lightweight Kubernetes on Raspberry Pi Cluster","authors":"Milen Todorov","doi":"10.1109/TELECOM56127.2022.10017262","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017262","url":null,"abstract":"The purpose of this paper is to present an implementation of a cluster of 20 Raspberry Pis and different local multi-node deployments of Kubernetes on top of it. The presented approaches differ both in terms of the used lightweight Kubernetes solutions and the used operating systems. Besides the different methods for deploying applications in containers, in the current paper are presented the interactions with the cluster as well as their differences. Based on collected metrics from the Kubernetes nodes are presented and compared loads of the different deployments.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"25 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114019037","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017318
David Davidkov, G. Atanasova, N. Atanasov
This paper presents comprehensive research on the influence of the parameters and characteristics of wearable antennas on off-body channels in Wireless Body Area Networks (WBANs) in an indoor environment at 2.41 GHz in a line-of-side scenario. From the results, we can conclude that the surface, radiation efficiency, and radiation pattern of the wearable antenna play a vital role in the definition of the off-body channel characteristics.
{"title":"Characterization of Narrowband Off-Body Channels in an Indoor Environment for Body Area Network Applications","authors":"David Davidkov, G. Atanasova, N. Atanasov","doi":"10.1109/TELECOM56127.2022.10017318","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017318","url":null,"abstract":"This paper presents comprehensive research on the influence of the parameters and characteristics of wearable antennas on off-body channels in Wireless Body Area Networks (WBANs) in an indoor environment at 2.41 GHz in a line-of-side scenario. From the results, we can conclude that the surface, radiation efficiency, and radiation pattern of the wearable antenna play a vital role in the definition of the off-body channel characteristics.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122795169","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017259
Yassen Gorbounov, Hao Chen
The article discusses some aspects of teaching mechatronic systems based on a physical model of an elevator. After introducing the major building blocks of a typical mechatronic system, state-of-the-art control approaches are discussed in the paper. They include the software-centric jump table, the hardware-oriented finite state machines, and the use of the modern meta-operating system for robots ROS. The described physical laboratory mock-up and the suggested control methods provide a solid platform for teaching mechatronics in a real or remote environment without loss of realism.
{"title":"Teaching Mechatronic Systems based on a Physical Model of an Elevator","authors":"Yassen Gorbounov, Hao Chen","doi":"10.1109/TELECOM56127.2022.10017259","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017259","url":null,"abstract":"The article discusses some aspects of teaching mechatronic systems based on a physical model of an elevator. After introducing the major building blocks of a typical mechatronic system, state-of-the-art control approaches are discussed in the paper. They include the software-centric jump table, the hardware-oriented finite state machines, and the use of the modern meta-operating system for robots ROS. The described physical laboratory mock-up and the suggested control methods provide a solid platform for teaching mechatronics in a real or remote environment without loss of realism.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"209 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114144538","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017328
I. Balabanova, G. Georgiev
The paper presents a conceptual approach for synthesis of models for predictive analysis of economic, financial and marketing indicators by statistic and artificial intelligence tools. The target of predictive study are qualitative and quantitative financial indicators for American capital markets. An assessment has been made of the character and degree of the interrelation between the above indicators by correlation analysis. Polynomial mathematical regression models with established high levels of coefficient of certainty at a specific level of significance have been derived. Synthesis of predictive models on the basis of artificial intelligence during Levenberg-Marquardt training, based on the analysis of Mean-Squared Error criterion.
{"title":"Predictive Economic Data Analysis by Statistics and Artificial Intelligence Techniques","authors":"I. Balabanova, G. Georgiev","doi":"10.1109/TELECOM56127.2022.10017328","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017328","url":null,"abstract":"The paper presents a conceptual approach for synthesis of models for predictive analysis of economic, financial and marketing indicators by statistic and artificial intelligence tools. The target of predictive study are qualitative and quantitative financial indicators for American capital markets. An assessment has been made of the character and degree of the interrelation between the above indicators by correlation analysis. Polynomial mathematical regression models with established high levels of coefficient of certainty at a specific level of significance have been derived. Synthesis of predictive models on the basis of artificial intelligence during Levenberg-Marquardt training, based on the analysis of Mean-Squared Error criterion.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121095969","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017331
Yassen Gorbounov, Zahari Dinchev, Hao Chen
Working in the mining industry is associated with a serious risk to the health of workers. For this reason, increasing the level of automation and security is a topical issue. The article proposes a project for the construction of a system for monitoring the atmosphere in an open pit mine using wireless technologies. The considered platform offers a universal, flexible and affordable device, allowing the collection and analysis of a large amount of data in real time. Experiments have been conducted with sensors of microelectromechanical type, which appear to be a good candidate to replace the more expensive electrochemical ones.
{"title":"Hazardous Gas Evaluation in the Atmosphere of an Open Pit Mine Using Wireless Technology","authors":"Yassen Gorbounov, Zahari Dinchev, Hao Chen","doi":"10.1109/TELECOM56127.2022.10017331","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017331","url":null,"abstract":"Working in the mining industry is associated with a serious risk to the health of workers. For this reason, increasing the level of automation and security is a topical issue. The article proposes a project for the construction of a system for monitoring the atmosphere in an open pit mine using wireless technologies. The considered platform offers a universal, flexible and affordable device, allowing the collection and analysis of a large amount of data in real time. Experiments have been conducted with sensors of microelectromechanical type, which appear to be a good candidate to replace the more expensive electrochemical ones.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114306484","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017317
Lazar Pendov, Ivan Ganchev
This paper11This publication has emanated from research conducted with the financial support of the Bulgarian National Science Fund (BNSF) under the Grant No. KP-06-IP-CHINA/I (K∏-06- HIT - KHT AN/1). describes a generic architecture for the creation of universal interpersonal communication applications (UICAs) capable of selecting the ‘best’ service for communication with particular person(s), depending on the current context, based on the calculated service ratings considering different evaluation criteria. A suitable service categorization, serving the UICAs, is proposed. The relevance of the UICA approach to a user-centric realization of the Always Best Connected and best Served (ABC&S) communication paradigm is highlighted.
本文11本出版物是在保加利亚国家科学基金(BNSF)的资助下进行的研究的基础上发表的。Kp-06-ip-china / i (k∏-06- hit - khtan /1)描述了用于创建通用人际通信应用程序(uica)的通用架构，该应用程序能够根据当前上下文，基于考虑不同评估标准的计算服务评级，选择与特定人员通信的“最佳”服务。提出了一种适合于uica的服务分类。强调了UICA方法与以用户为中心实现始终最佳连接和最佳服务(ABC&S)通信范式的相关性。
{"title":"An Architecture for Creating Universal Interpersonal Communication Applications (UICAs)","authors":"Lazar Pendov, Ivan Ganchev","doi":"10.1109/TELECOM56127.2022.10017317","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017317","url":null,"abstract":"This paper11This publication has emanated from research conducted with the financial support of the Bulgarian National Science Fund (BNSF) under the Grant No. KP-06-IP-CHINA/I (K∏-06- HIT - KHT AN/1). describes a generic architecture for the creation of universal interpersonal communication applications (UICAs) capable of selecting the ‘best’ service for communication with particular person(s), depending on the current context, based on the calculated service ratings considering different evaluation criteria. A suitable service categorization, serving the UICAs, is proposed. The relevance of the UICA approach to a user-centric realization of the Always Best Connected and best Served (ABC&S) communication paradigm is highlighted.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125243541","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017319
Neven Nikolov, O. Nakov, D. Gotseva
In this paper the Design and implementation of temperature, humidity and air quality IoT monitoring telemetry systems are described. The idea is to collect and monitor the telemetry data from sensors for temperature, humidity and air quality. For this purpose embedded system Raspberry Pi and sensors used the to create an IoT device. The general architecture, hardware and software realization are shown.
{"title":"Design and Implementation of a Temperature, Humidity and Air Quality IoT Monitoring Telemetry System","authors":"Neven Nikolov, O. Nakov, D. Gotseva","doi":"10.1109/TELECOM56127.2022.10017319","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017319","url":null,"abstract":"In this paper the Design and implementation of temperature, humidity and air quality IoT monitoring telemetry systems are described. The idea is to collect and monitor the telemetry data from sensors for temperature, humidity and air quality. For this purpose embedded system Raspberry Pi and sensors used the to create an IoT device. The general architecture, hardware and software realization are shown.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"190 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117332801","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017321
Nikolay Gospodinov, Georgi Krastev
The purpose of the presented paper is to display a prototype of cyber-physical system that locates and alerts user for dynamic life-threatening events. The study is based on methods and mechanisms for locating, recognizing, and alerting the presence of dynamically moving objects in space such as neural networks, computer vision, three-dimensional sound localization and recognition, distance calculation between two objects. The innovative cyber-physical system utilizes augmented reality using smart glasses. The study and development of such intelligent system will significantly enhance people's lives and lower the possibility of accidents of such mishaps.
{"title":"Cyber-physical Smart System for Localization and Protection Against Dynamic Life-threatening Events","authors":"Nikolay Gospodinov, Georgi Krastev","doi":"10.1109/TELECOM56127.2022.10017321","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017321","url":null,"abstract":"The purpose of the presented paper is to display a prototype of cyber-physical system that locates and alerts user for dynamic life-threatening events. The study is based on methods and mechanisms for locating, recognizing, and alerting the presence of dynamically moving objects in space such as neural networks, computer vision, three-dimensional sound localization and recognition, distance calculation between two objects. The innovative cyber-physical system utilizes augmented reality using smart glasses. The study and development of such intelligent system will significantly enhance people's lives and lower the possibility of accidents of such mishaps.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"205 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133247651","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 : 2022-10-27DOI: 10.1109/TELECOM56127.2022.10017260
L. Docheva, I. Dochev, StoychoVelizarov Manev, Ludvig Lubih
The various software availability for deep neural network implementation enables students easy and accessible implementation of different tasks in a wide area range. The ready for use applications using, for many of the deep neural network training stages is not related to a deeper understanding of the deep neural network theory. For this reason, the authors of this paper have developed an exercise with students' participation as many of the stages of the deep neural network training as possible. This paper presents one solution for laboratory exercise process organization in distance learning in deep neural network area. Each stage of the student's work is examined in detail. The specifics of its distance learning implementation are also discussed.
{"title":"The Process of Teaching Students in the Deep Neural Network Laboratory Work","authors":"L. Docheva, I. Dochev, StoychoVelizarov Manev, Ludvig Lubih","doi":"10.1109/TELECOM56127.2022.10017260","DOIUrl":"https://doi.org/10.1109/TELECOM56127.2022.10017260","url":null,"abstract":"The various software availability for deep neural network implementation enables students easy and accessible implementation of different tasks in a wide area range. The ready for use applications using, for many of the deep neural network training stages is not related to a deeper understanding of the deep neural network theory. For this reason, the authors of this paper have developed an exercise with students' participation as many of the stages of the deep neural network training as possible. This paper presents one solution for laboratory exercise process organization in distance learning in deep neural network area. Each stage of the student's work is examined in detail. The specifics of its distance learning implementation are also discussed.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130343119","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：