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5G Open Testbeds and Infrastructure extensions for NetApps advanced experiments 14

5G Open Testbeds and Infrastructure extensions for NetApps a...

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14th international conference on communications, COMM 2022

作者： Iordache, Marius Patachia, Cristian Badita, Oana Rusti, Bogdan Trichias, Konstantinos Brenes, Juan Orange Romania Technology Department Bucharest Romania Wings Ict Solutions Greece Nextworks Italy

ISBN: (纸本)9781665494854

While 5G Non-Stand Alone (NSA) networks are quickly being deployed across multiple nations, providing a first sense of the capabilities of 5G connectivity, the adoption of 5G by various vertical industry sectors and its integration into their day-to-day operations is progressing slowly. this is partially due to the perceived complexity of deploying services over the 5G networks and due to the fact that the vertical stakeholders do not have a clear understanding of the potential and offerings of 5G. To address that, the concept of Network Applications (NetApps) is picking up steam which is set to assist with the deployment of vertical specific services and their seamless integration with 5G networks and vertical specific components. this paper, presents the work of the EU funded project VITAL-5G in deploying 5G Stand Alone (SA) testbeds in three real-life Transport & Logistics facilities across Europe, the necessary 5G network extensions and architectural considerations, their integration with a state-of-the-art experimentation platform and the use of NetApps to enable the seamless deployment of 5G-enabled vertical services. © 2022 IEEE.

关键词： 5G mobile communication systems

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Data processing and analysing techniques in UX research 15

Data processing and analysing techniques in UX research

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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： Aitim, Aigerim Abdulla, Muslima International Information Technology University Manas St 34/1 Almaty050040 Kazakhstan

Nowadays, it's evident that a system's, product's, or service's User Experience (UX) is a crucial component of its success. User Experience (UX) is a pivotal factor in the success of systems, products, and services, yet UX research often faces challenges in processing the vast amounts of structured and unstructured data involved. Prolonged analysis times result from the complexity and variability of unstructured data and the lack of optimized tools for its processing. this paper addresses these issues by conducting a systematic literature review to assess current methodologies and tools for data collection and analysis in UX research. A total of 120 peer-reviewed publications, sourced from IEEE Xplore, ScienceDirect, and other databases between 2018 and 2023, were reviewed. through detailed analysis, 17 key papers were selected based on their empirical results, relevance, and focus on AI-driven data processing techniques. the findings indicate that models such as LSTM, GRU, and NLP are increasingly effective in handling both structured and unstructured data, enabling more efficient analysis and insight extraction. these AI-driven techniques not only streamline the research process but also offer scalable, flexible solutions that cater to various UX research contexts, allowing for more accurate decision-making and improved user experiences. © 2024 the Authors.

关键词： Data collection

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A Transformer-based Attention Flow Model for Intelligent Question and Answering Chatbot 14

A Transformer-based Attention Flow Model for Intelligent Que...

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14th IEEE international conference on Computer Research and Development, ICCRD 2022

作者： Xiao, Yunze Sendelta International Academy High School Department Shenzhen China

ISBN: (纸本)9781728177212

the question and answer system is a key step and core component in building an intelligent voice assistant, and traditional question and answer systems use various deep learning networks to model this task, in our task, we propose a novel neural network-based model structure that uses the Transformer layer to enhance the model semantic feature extraction capability, and to compensate for the fact that the Transformer is not good at capturing location information, we use a bidirectional LSTM layer to enhance the model's temporal feature extraction capability. In the experiments with SQUAD data, our model achieves an EM index of 68.5 and an Fl score of 77.7, which proves the effectiveness of our model. © 2022 IEEE.

关键词： Feature extraction

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MMSE-Based MIMO Receiver for Cooperative Downlink NOMA in LEO Satellite networks 14

MMSE-Based MIMO Receiver for Cooperative Downlink NOMA in LE...

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

作者： Yeom, Jeong Seon Lee, Yujin Jung, Bang Chul Chungnam National University Department of Electronics Engineering Daejeon Korea Republic of

ISBN: (纸本)9798350313277

We propose a novel minimum mean square error (MMSE)-based receiver with multiple antennas for downlink cooperative non-orthogonal multiple access (NOMA) systems in low earth orbit (LEO) satellite networks. In this paper, we focus on a common user equipment (UE) that exists in a cell cross-region serviced by two adjacent satellites. With the proposed technique, the common UE utilizes the advantage of multiple receiving antennas when receiving the NOMA signal containing its own signal through orthogonal frequencies from both two satellites. through computer simulations, we show that the proposed MMSE-based NOMA receiver outperforms the conventional selection combining-based receiver in terms of bit-error rate performance. © 2023 IEEE.

关键词： 6G bit-error rate (BER) low earth orbit (LEO) satellite communication minimum mean square error (MMSE) multiple antennas non-orthogonal multiple access (NOMA)

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Use of Mathematical Modeling Tools to Support Decision-Making in Medicine 14

Use of Mathematical Modeling Tools to Support Decision-Makin...

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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： Myrzakerimova, Alua Kolesnikova, Katerina Nurmaganbetova, Mugulsum International IT University Manas str Almaty050048 Kazakhstan Kazakh National Medical University named after S.D. Asfendiyarov Almaty050048 Kazakhstan

this research paper focuses on the development of advanced mathematical models for disease diagnosis and prediction, and the subsequent creation of automated systems based on these models. these systems leverage a range of mathematical models and incorporate cutting-edge information technology achievements to provide medical professionals with valuable decision-making support. By amalgamating mathematical rigor and technological innovation, this research endeavors to enhance the accuracy and efficiency of medical diagnoses, thereby improving patient care and healthcare outcomes. this study delves into the persistent need for contemporary information systems, where information plays a crucial role in decision-making. It aims to provide an objective approach to addressing pressing medical challenges, particularly in disease diagnosis and prediction, enhancing the effectiveness of these critical tasks. Automated medical information systems, built on advanced mathematical models, significantly empower physicians. Machine diagnostics, relying on deterministic logic, the phase interval method, and information-probabilistic logic, bolster diagnostic capabilities. Functional entropy enables individuals to handle vague information, aiding decision-making. Assessing imprecision and uncertainty computationally diminishes subjectivity, while employing fuzzy set theory enhances diagnostic modeling. Mathematical models assess diagnostic indicators, and linguistic variables quantify resemblance. the diagnostic model for primary biliary cirrhosis and active hepatitis utilizes a diagnostic table and gradient projection. this comprehensive study advances medical diagnostics through mathematical models and automated systems, addressing critical healthcare challenges. © 2024 Elsevier B.V.. All rights reserved.

关键词： Decision making

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Performance Analysis of Side Lobe Reduction for Smart Antenna systems Using Genetic Algorithms (GA) 14

Performance Analysis of Side Lobe Reduction for Smart Antenn...

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14th international conference on Computing communication and Networking Technologies, ICCCNT 2023

作者： Yadav, Rani Moghe, Piyush Patidar, Mukesh Jain, Vivek Tembhurney, Mayur Patidar, Praveen Kumar Department of Electronics and Communication Engineering M.P. Indore India Department of Electronics and Communication Engineering M.P. Indore India Department of Electronics and Communication Engineering A.P. Madanapalle India Medi-Caps University Department of Electronics Engineering M.P. Indore India Department of Electronics and Communication Engineering M.P. Indore India

ISBN: (纸本)9798350335095

the growing demand for wireless communications necessitates greater radio spectrum utilisation in order to achieve better coverage, more capacity, and improved transmission quality. Several adaptive algorithms may be utilised to examine the adaptive beamforming technique of smart antennas, improving the performance of wireless communication networks. this article suggests an efficient and straightforward way for creating linear array antennas. the technique tries to lower the side lobe level (SLL) and redirect the primary beam in various directions. the use of genetic algorithms (GA) is also suggested as a fresh approach to adaptive beamforming. When used to optimise the excitation levels of the elements in a linear array based on fitness values, genetic algorithms are iterative stochastic optimizers that resemble the idea of the strongest surviving the weakest. In order to create a radiation pattern with the fewest side lobe levels, the excitation levels of the elements in the linear array are optimised using the adaptive evolutionary method. To aim the main beam in a particular direction, these algorithms calculate the proper side lobe levels and phase excitations for each antenna. In this paper, the side lobe level (SLL) is reduced using a genetic algorithm for a smart antenna system. the proposed work results were evaluated by MATLAB R2013a tool. © 2023 IEEE.

关键词： Genetic algorithms

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RIS Channel Modeling based on 3GPP Channel Model 14

RIS Channel Modeling based on 3GPP Channel Model

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

作者： Kim, Jihyung Park, Juho Kang, Jinkyu Electronics and Telecommunications Research Institute Spatial Wireless Transmission Research Section Daejeon Korea Republic of Myongji University Dept. of Information and Communication Engineering Gyeonggi-do Korea Republic of

In this paper, channel modeling of wireless communication systems including reconfigurable intelligent surface (RIS) is introduced. Based on the 3GPP channel model design, we propose a modified channel generation proc... 详细信息

ISBN: (纸本)9798350313277

关键词： 3GPP channel model RIS

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Against Eavesdropping of Modern Body Sensor networks Based on Surface Plasmonic Security communication Clothing 14

Against Eavesdropping of Modern Body Sensor Networks Based o...

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14th international conference on Microwave and Millimeter Wave Technology (ICMMT)

作者： Liu, Zhu Li, Jinxin Li, Gaosheng Hunan Normal Univ Sch Phys & Elect Changsha Peoples R China Hunan Univ Coll Elect & Informat Engn Changsha Peoples R China Hunan Univ Coll Comp Sci & Elect Engn Changsha Peoples R China

ISBN: (纸本)9781665467520

A wearable security communication clothing with a directivity antenna and spoof surface plasmon (SSP) structure is presented to prevent the eavesdropper from intercepting signals. the proposed structure contains a high directivity wearable antenna connected by the Y-shape SSP waveguides. the signals of sensors on the back of human body can be coupled into the SSP structure and propagated to the front and radiated by the directive antenna. In this structure, it is fabricated by conductive fabrics so that could be attached to the clothing and worn on the body. the narrow 3-dB beamwidth of the radiation pattern is applied to prevent eavesdropping on private information of modern body sensor networks.

关键词： Wearable security communication clothing directivity antenna spoof surface plasmon modern body sensor networks

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Transformation of the Team Role Model of Scientific Schools Into a Markov Chain 14

Transformation of the Team Role Model of Scientific Schools ...

引用

作者： Khikmetov, Askar Alpysbayev, Kaisar Kolesnikova, Kateryna International IT University Almaty050040 Kazakhstan

the modern paradigm of performing scientific research is steadily improving. One of the directions of its development is the substantiation and organization of team interaction of scientists working on solving a certain scientific problem. the complexity of the tasks to be solved, the need to ensure continuity in scientific research, and the complexity of projects require the introduction of new project management approaches, even in the organization of scientific teams aimed at obtaining unique results. the provisions considered in the study are relevant for the development and organization of scientific research. Moreover, examples of best practices for the success of project teams, considering the types of roles of participants, can be transferred from the field of project management to the field of organization of scientific research. the presented tools will make it possible to move from qualitative ideas about the activities of scientific teams to quantitative assessments of the effectiveness of the researchers work. the use of modeling tools to demonstrate the necessity of each role listed in the scientific school's organizational structure as a "Belbin's team," emphasizing the most crucial ones that influence its growth, and the potential to combine specific project roles without sacrificing project quality are what make this research innovative from a scientific standpoint. © 2024 Elsevier B.V.. All rights reserved.

关键词： Project management

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Orbital Angular Momentum (OAM) in Wireless communication: Applications and Challenges Towards 6G 14

Orbital Angular Momentum (OAM) in Wireless Communication: Ap...

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

作者： Zhang, Huan Cao, Zhenyu Xie, Huiyang Jin, Hu Hanyang University Dept. Electrical and Electronic Engineering Ansan Korea Republic of

ISBN: (纸本)9798350313277

In this survey, we explore the pivotal role of Orbital Angular Momentum (OAM) within the framework of wireless communication, with a special emphasis on its prospective contributions to sixth-generation (6G) systems. Guided by the international Telecommunication Union Radiocommunication Sector Working Party 5D (ITU-R WP 5D), the international Mobile Telecommunications 2030 (IMT-2030) recommendations for 6G have been initiated, addressing the immediate concerns of spectrum congestion and soaring data rates. this paper not only underscores the potential of OAM in boosting spectral efficiency but also delineates the imminent challenges spanning its generation, transmission, and reception in future wireless communication systems. © 2023 IEEE.

关键词： 6G Orbital Angular Momentum (OAM) Terahertz (thz) Band Wireless communication

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