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Smart Security systems for motorbikes 14

Smart Security Systems for motorbikes

引用

14th international conference ELEKTRO, ELEKTRO 2022

作者： Plsicik, Robert Sedo, Jozef University of Zilina Department of Mechatronic and Electrotechnology Žilina010 26 Slovakia

ISBN: (纸本)9781665467261

this paper aims to document the design of a general algorithm for the intelligent safety system for motorcycles and, last but not least, the construction of a prototype that will create an environment suitable for the final implementation and tuning of the universal algorithm the prototype consists of an IoT Kit with ARM M3+ microcontroller, the GPS module for evaluation of change of position the vehicle, for communication between safety prototype is used GSM and Bluetooth module. the article consists of the description of the function and design of the Android application, which is a GUI for Bluetooth communication between a smartphone and the safety prototype. the topic is important for increasing the safety of single-track vehicles because their properties like weight and absence of body create positive preconditions for theft or damaged by overturning. © 2022 IEEE.

关键词： Security systems

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Extraction of Motor Imagery for Operation of UAV communication systems 14

Extraction of Motor Imagery for Operation of UAV Communicati...

引用

14th international conference on Information and communication Technology Convergence, ICTC 2023

作者： Kang, Won-Young Lee, Yoon Ku Song, Youngjin Lee, Juseung Lee, Sang Hyun Korea University School of Electrical Engineering Seoul Korea Republic of

ISBN: (纸本)9798350313277

this paper presents a novel approach in enhancing Unmanned Aerial Vehicle (UAV) communication systems through the application of reliable Electroencephalogram (EEG)-based Motor Imagery signals. the concept of EEG signals and the active role that Motor Imagery (MI) signals can play in UAV systems is explored, along with the efficiency aspects and algorithmic superiority of the communication system, demonstrating how the EEG information signal is reliable enough to be utilized in a UAV communication system. the results provide a performance evaluation of the CNN model along with a comparison to other learning models, and an analysis of the spatial separation in the brain. the study concludes by suggesting the implications of the findings for UAV communication and AI in future researches. © 2023 IEEE.

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Continuous Steering Backups of NLoS-Assisted mmWave networks to Avoid Blocking 14

Continuous Steering Backups of NLoS-Assisted mmWave Networks...

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14th international conference on Information and communication Technology Convergence, ICTC 2023

作者： Abd, Rafid I. Kim, Kwang Soon Yonsei University School of Electrical and Electronic Engineering Seoul03722 Korea Republic of

ISBN: (纸本)9798350313277

Millimeter wave (MMW) communication constitutes a fundamental technology in next-generation networks. However, with high propagation loss and unfavorable atmospheric absorption, MMW systems are highly susceptible to blocking MMW nodes, thus requiring frequent re-steering of highly directional antenna beams to establish and maintain links disrupted by link blockage or beam misalignment. Consequently, setting up a backup communication link in an MMW network involves creating a redundant connection that can be used as an alternative when the primary link experiences difficulties. this is essential to ensure continuous communication and minimize downtime in the MMW network. this paper proposes a vision-assisted beam-steering framework for steering both line-of-sight (LoS) and non-line-of-sight (NLoS) beams in addition to setting up a backup communication link that uses NLoS paths for data communication during blockage events. Visual information captured by cameras mounted on the MMW BS can effectively reflect the sizes and locations of the environmentally scattered objects and thereby can be used to infer communications parameters like propagation, and blockage characteristics. In addition to the need for steering the LoS beam toward the mobile at a certain angle for beam-steering, here we propose the need for steering the backup NLoS beam reflected from the surrounding building surface toward the mobile at another certain angle to avoid disconnection during temporary blockages. © 2023 IEEE.

关键词： backup link beam steering Millimeter wave (MMW) communication overcoming link blockage sensor data aids MMW communication vehicle-to-everything (V2X) networks

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Underwater Acoustic communication Based on OTFS-IM 14

Underwater Acoustic Communication Based on OTFS-IM

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14th international conference on Signal Processing systems, ICSPS 2022

作者： Guo, Xiaopeng Wang, Biao Zhu, Yunan Fang, Zide Zhang, Shizhen Ocean College Jiangsu University of Science and Technology Zhenjiang China

ISBN: (纸本)9798350336313

Recently, the orthogonal time-frequency space (OTFS) modulation technique has been proposed to provide reliable communication over time-varying channels, combined with the double dispersion characteristics of underwater acoustic channels to improve the BER performance and spectral efficiency of underwater acoustic communication. In this paper, we propose an underwater acoustic communication system combining index modulation with OTFS. this technique uses indexed bits to control the activation of the grid in the delay-Doppler domain, allowing flexible adjustment of the number of silent and activated grids, resulting in a system with better transmission performance. the effectiveness of the method is demonstrated through simulations where the modified scheme obtains better BER performance than the conventional OFDM-IM modulated underwater acoustic communication system. © 2022 IEEE.

关键词： Underwater acoustic communication

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User Information Enhanced Knowledge Graph Convolutional networks for Recommender systems 14

User Information Enhanced Knowledge Graph Convolutional Netw...

引用

14th international conference on Measuring Technology and Mechatronics Automation, ICMTMA 2022

作者： Hao, Junyu Li, Xiaoge School of Computer Science and Technology Xi'an University of Posts and Telecommunications Shaanxi Xi'an71012 China Shaanxi Key Laboratory of Network Data Analysis and Intelligent Processing Shaanxi Xi'an710121 China Xi'an Key laboratory of Big Data and Intelligent Computing Shaanxi Xi'an710121 China

ISBN: (纸本)9781665499781

To deeply excavate the information contained in user data and better alleviate cold start problem, we propose KGCN++, a user information enhanced knowledge graph convolutional networks model for recommender system, which simulates nerves' influence diffusion of information of user and items in a unified framework. the model combines user information and user-item interaction information into a user knowledge graph, which advances KGCN by injecting high-order user potential information reflected in user graph and high-order influence of items reflected in item knowledge graph. In addition, we have designed the influence factors of different items on users, which are used to characterize the weight of items on the user's information dissemination, so as to distinguish users with different information. through extensive experiments on real-world datasets, we demonstrate that KGCN++ achieves substantial gains in a variety of ecenarios, including movie and book recommendation, better performance compared to the other methods. © 2022 IEEE

关键词： Recommender systems

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2022 14th international conference on Advanced Computational Intelligence, ICACI 2022

2022 14th International Conference on Advanced Computational...

引用

14th international conference on Advanced Computational Intelligence, ICACI 2022

ISBN: (纸本)9781665470452

the proceedings contain 64 papers. the topics discussed include: boosting adversarial attack transferability via random block shuffle;pruner to predictor: an efficient pruning method for neural networks compression;finite-time synchronization of inertial neural networks via periodically intermittent control;leader-following consensus of linear multi-agent systems via dynamic event-triggered adjustable control protocol;base on megapixel color fundus photos for multi-label disease classification;rolling bearing fault diagnosis considering fault location and damage degree based on smoothness priors approach;combined with decomposition algorithm and generative adversarial networks on landslide displacement prediction;recurrent neural networks with fractional order gradient method;automatic pantograph health status report generation based on dense captioning;construction of multi-resolution multi-organ shape model based on stacked autoencoder neural network;and ship course tracking control using differential of log-sum-exp neural network and model predictive control.

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Digitalization of human resource department: the experience of Kazakhstani enterprise 14

Digitalization of human resource department: the experience ...

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14th international conference on Emerging Ubiquitous systems and Pervasive networks / 13th international conference on Current and Future Trends of Information and communication Technologies in Healthcare, EUSPN/ICth 2023

作者： Berdykulova, Galiya Daineko, Yevgeniya Kamysbayev, Marat Omarova, Aigul Auken, Vilmur Abdinova, Makpal International Information Technology University Manas St. 34/1 Almaty Kazakhstan Kazakh-British Technical University Tole bi St. 59 Almaty Kazakhstan

the problem for Kazakh enterprises is that human resources have not yet become a strategic factor in increasing the role of employees in the digital economy. However, business structures in Kazakhstan limited themselves to renaming the personnel department instead of the HR department. thus, this department was left with the same duties and responsibilities such as personnel records, hiring, firing, and payroll, which accounted for a large share of routine operations. To ensure that the department meets the requirements of strategic development, automation of departmental structures, including the personnel department, is necessary. To address transformation issues, the goal of the study was to find digitalization opportunities to automate routine operations and free up time to complete the strategic tasks of the enterprise. To achieve this, the case of the "HR-BOT LLP" was used. the company's activities in the digitalization of the HR department and the chatbot service "HR-Bot" were studied. An analysis of the work of the HR department and the use of digital technologies was carried out. the effectiveness of introducing them in recruiting has been calculated. Recommendations are offered for deepening digitalization and increasing the efficiency of HR management. © 2024 Elsevier B.V.. All rights reserved.

关键词： Wages

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Development of a model of personal data protection in the context of digitalization of the educational sphere using information technology tools 14

Development of a model of personal data protection in the co...

引用

作者： Isus, Raichuk Kolesnikova, Kateryna Khlevna, Iulia Oleksandr, Timinskyi Liubov, Kubiavka Taras Shevchenko National University of Kyiv Ukraine International IT University

the paper shows that at the present stage of digitalization development, the issue of personal data protection in the educational sphere by means of information technology tools is important. Based on the analysis of information interactions in the educational environment, the author identifies the categories of parties (subjects) which may be affected by the loss of personal data in such interactions in the context of digitalization. the most vulnerable category to the loss of personal data is identified - they are so called- eduction searchers. the main objects involved in the exchange of information in the educational sphere are presented. the application of the expert method to determine the priority of the object of information interactions is proposed. It is established that this is the "Data Broker". Based on the information obtained, a model of information interaction in the educational environment in the context of digitalization and a model for determining the loss of personal data during digitalized information integration in the field of education have been developed. Prioritised subjects in such integrations are identified. A model for protecting personal data of educational stakeholders in the context of digitalization with the help of information technology tools has been developed. the basic requirements for an information tool are highlighted. the developed model will make it possible to develop the issues of information protection, confidentiality, integrity and availability of data in the context of digitalization of the educational sphere. Translated with ***/Translator (free version) © 2024 Elsevier B.V.. All rights reserved.

关键词： Spheres

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Development of a mathematical model for the distribution of financial resources 15

Development of a mathematical model for the distribution of ...

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15th international conference on Emerging Ubiquitous systems and Pervasive networks / 14th international conference on Current and Future Trends of Information and communication Technologies in Healthcare, EUSPN/ICth 2024

作者： Sembina, Gulbakyt Abdualiyev, Almaz International Information Technology University Manas street 34/2 Almaty050040 Kazakhstan

In this article, we consider how to allocate budgets based on citizen votes in regions. Using data on the degree of urbanization and voter preferences in each city's areas of activity, we develop a funding allocation model taking into account the level of balance in each area of activity. this data is up-to-date and taken from official sources such as the Bureau of National Statistics and others. this article shows the changes in budget allocation because of applying these adjustments and highlights the impact of the chosen method on improving the targeted use of public financial resources. these methods use constrained linear programming and maximization of a certain function and the Python library PuLP, aimed at solving problems of this type. the first model allowed for taking into account the opinion of citizens and redistributing the budget taking into account priority areas, increasing funding for critical areas by 15%. the second model, using the simplex method, increased the efficiency of distribution by 12% due to budget optimization, but some areas, such as culture and ecology, were left without funding due to the prioritization of more significant areas. As a result, each model showed its advantages: the first in transparency and democracy, the second in increasing the efficiency of using limited resources. Both approaches demonstrate the potential for improving the efficiency of public financial resource management. © 2024 the Authors.

关键词： Decentralized finance

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A Design of Infrastructure Backup System for Private 5G networks 14

A Design of Infrastructure Backup System for Private 5G Netw...

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14th international conference on Information and communication Technology Convergence, ICTC 2023

作者： Phung, Ha Duong Huy, thang Tran Kim, Younghan Soongsil University Dept. of Information and Communication Convergence Seoul Korea Republic of Soongsil University School of Electronic Engineering Seoul Korea Republic of

ISBN: (纸本)9798350313277

the private 5G network has matured rapidly in recent years based on the service-based architecture (SBA) of cloud-native. However, virtualization technology and layered separation design of 5G core networks still face many difficulties in the management of network operation, maintenance, and fault handling, especially in disaster contexts. therefore, the requirement for the backup strategy of private 5G networks is needed for high reliability. In this paper, we propose a design of an infrastructure backup system to ensure the high reliability of private 5G networks. In our design, 5G network functions are deployed and managed automatically by the infrastructure orchestration, and system information is managed by the backup controller to meet the reliability guarantee in case of disasters or system failures. © 2023 IEEE.

关键词： automation infrastructure disaster backup Private 5G network

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