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Roedunet International Conference (RoEduNet)

作者： Anca Morar Maria Anca Băluţoiu Alin Moldoveanu Florica Moldoveanu Alex Butean Victor Asavei University POLITEHNICA of Bucharest Faculty of Automatic Control and Computer Science Bucharest Romania Lucian Blaga University of Sibiu Faculty of Engineering Industrial Software Sibiu Romania

ISBN: (数字)9780738112657

ISBN: (纸本)9781665418850

Augmented reality has become a very powerful tool nowadays. With the recent technological advance, smartphones have the ability to display augmented content on the screen. What makes the difference is the naturalness with which the multimedia content is superimposed over the video stream acquired with the phone's camera. This perfect overlay depends on the accurate estimation of the position and orientation of the smartphone's camera relative to the 3D representation of the space. ARCore is an augmented reality framework that computes the position and orientation of the smartphone. In order to assess the possibility of integrating ARCore within a virtual and augmented reality platform, we evaluated the accuracy of the ARCore localization technology, using the HTC Vive system as a reference. We designed an evaluation methodology, along with visualization tools that enable a thorough comparison between these two technologies.

关键词： Location awareness Smart phones Augmented reality Cameras Trajectory Three-dimensional displays computer science

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Activation maps of convolutional neural networks as a tool for brain degeneration tracking in early diagnosis of dementia in Parkinson's disease based on magnetic resonance imaging

Research Square

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Research Square 2021年

作者： Suwalska, Aleksandra Siuda, Joanna Kocot, Szymon Zmuda, Weronika Rudzinska-Bar, Monika Polanska, Joanna Department of Data Science and Engineering Faculty of Automatic Control Electronics and Computer Science Silesian University of Technology Gliwice Poland Department of Neurology School of Medicine Medical University of Silesia Katowice Poland Department of Neurology Faculty of Medicine and Health Sciences Andrzej Frycz Modrzewski Krakow University Krakow Poland

Identification of Parkinson’s Disease (PD) patients at risk for development of dementia is crucial for early intervention. However, diagnosing dementia in PD patients requires advanced, time-consuming and expensive imaging techniques (such as DaT-SCAN-SPECT). The study aims to prove the usefulness of convolutional neural networks (CNN) for the identification of brain areas related to the progress of cognitive impairment by using standard Magnetic Resonance Imaging (MRI) sequences. T1&T2 sequences of 18 patients were used in the pilot study. Activation maps were generated, and the brain regions most involved in the classification process were identified, showing areas potentially significant in the diagnosis of cognitive impairment severity. The cerebellum was proven significant for distinguishing the above-mentioned classes in relative cerebellum volume (ANOVA p-value=0.0038 with large effect size η2=0.5254) and folding (p-value=0.0031, η2=0.5357), which is consistent with reports by other authors. Our analysis demonstrates that convolutional neural networks combined with a proper image preprocessing pipeline could be used for feature extraction in MRI sequences and can successfully support the identification of disease-specific abnormalities of the brain image. © 2021, CC BY.

关键词： Magnetic resonance imaging

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Active Flux Based Predictive control of Interior Permanent Magnet Synchronous Machine

Active Flux Based Predictive Control of Interior Permanent M...

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International Symposium on Fundamentals of Electrical engineering (ISFEE)

作者： Madalin Costin Corneliu Lazar Faculty of Automatic Control and Computer Engineering "Gheorghe Asachi" Technical University of Iasi Iasi Romania University "Dunarea de Jos" of Galati Fields of Interest - Predictive Control Automotive Control Systems

ISBN: (纸本)9781728190396

In this paper, the predictive control of Interior Permanent Magnet Synchronous Machine (IPMSM) based on the Active Flux (AF) concept is developed. The speed tracking is based on a linear PI controller in the external loop, while the fast variables as the electromagnetic torque, or currents, and magnetic flux are compensated by a predictive controller. The set points of the current and torque are generated by a lookup table searching and a spline interpolation process with Maximum Torque Per Ampere (MTPA) algorithm. The cost function has been improved by adding the AF term. In this case, it is searched the magnetic flux that ensures the high torque developed by the IPMSM. The numerical simulations performed for different cost functions present different particularities. The cost function form influences the output response of the speed and torque. It can be concluded that the cost function may be selected for reducing the computational effort based on statistical analysis.

关键词： Permanent magnet machines Magnetic flux Tracking loops Torque Statistical analysis Heuristic algorithms Cost function

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Refinement of Massey Inequality : (To Nicolae Ţǎpuş on his 70th birthday)

Refinement of Massey Inequality : (To Nicolae Ţǎpuş on hi...

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2019 IEEE International Symposium on Information Theory, ISIT 2019

作者： Popescu, Pantelimon George Omar Choudary, Marios Computer Science and Engineering Department Faculty of Automatic Control and Computers University Politehnica of Bucharest Splaiul Independenţei 313 Bucharest060042 Romania

ISBN: (纸本)9781538692912

关键词： Information theory

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The Energy Efficiency of a Prosumer in a Photovoltaic System

The Energy Efficiency of a Prosumer in a Photovoltaic System

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International Symposium for Design and Technology of Electronics Packages (SIITME)

作者： Marius-Alexandru Dobrea Stefan Bichiu Ioana Opris Mihaela Vasluianu Faculty of Automatic Control and Computer Science UPB Bucharest Romania Faculty of Power Engineering UPB Bucharest Romania Collective of Automation and Applied Informatics Faculty of Hidrotehnics UTCB Bucharest Romania

ISBN: (数字)9781728175065

ISBN: (纸本)9781728175072

This article aims to calculate the net income achieved by a prosumer for an existing On-Grid system of photovoltaic panels consisting of a set of 12 poly crystalline panels with a nominal power of 250 Wand 60 cells and an On-Grid inverter (StecaGrid model) with a maximum power of 3000 W. The prosumer is located in southern Romania, Ilfov County. Modeling of the photovoltaic panel in Matlab / SIMULINK was performed using a mathematical model, and it was compared with a real data set. Next, an analysis was made of the energy produced by the photovoltaic system, and the energy consumed by the prosumer, the excess energy being introduced in the national energy system. We have achieved a net income saving for March, so the analyzed photovoltaic system has energy efficiency that can significantly reduce electricity costs over time. Thus, using the Matlab / Simulink model, photovoltaic systems can be designed to satisfy the needs of prosumers.

关键词： Photovoltaic systems Mathematical model Solar power generation Software packages Inverters Temperature Temperature measurement

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A Review of Platforms for the Development of Agent Systems

arXiv

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arXiv 2020年

作者： Pal, Constantin-Valentin Leon, Florin Paprzycki, Marcin Ganzha, Maria Faculty of Automatic Control and Computer Engineering "Gheorghe Asachi" Technical University of Iași Romania Systems Research Institute Polish Academy of Sciences Poland

Agent-based computing is an active field of research with the goal of building autonomous software of hardware entities. This task is often facilitated by the use of dedicated, specialized frameworks. For almost thirty years, many such agent platforms have been developed. Meanwhile, some of them have been abandoned, others continue their development and new platforms are released. This paper presents a up-to-date review of the existing agent platforms and also a historical perspective of this domain. It aims to serve as a reference point for people interested in developing agent systems. This work details the main characteristics of the included agent platforms, together with links to specific projects where they have been used. It distinguishes between the active platforms and those no longer under development or with unclear status. It also classifies the agent platforms as general purpose ones, free or commercial, and specialized ones, which can be used for particular types of *** Codes 68T42 Copyright © 2020, The Authors. All rights reserved.

关键词： Multi agent systems

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Test Case Generation From Web Usage Information

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Procedia computer Science 2021年 181卷 913-920页

作者： Jorge Esparteiro Garcia Ana C.R. Paiva Anca-Maria Bizoi Instituto Politécnico de Viana do Castelo Rua Escola Industrial e Comercial de Nun’Álvares 4900-347 Viana do Castelo Portugal INESC TEC Faculty of Engineering University of Porto Rua Dr. Roberto Frias s/n 4200-465 Porto Portugal Faculty of Automatic Control and Computer Science University Politehnica of Bucharest Splaiul Independentei 313 Bucharest Romania

In the context of SaaS (Software as a Service) where software has to be up and running 7 days a week and 24 hours a day, keeping the requirements specification and related test cases up to date can be difficult. Managing requirements in this context has additional challenges that need to be taken into account, for instance, re-prioritize requirements continuously and identify/update new dependencies among them. When requirements change, related test cases need to be updated accordingly. We claim that extracting and analyzing the usage of the SaaS can help to maintain requirements and test cases updated and contribute to improve the overall quality of the services provided. This paper presents an extension to REQAnalytics. REQAnalytics is a recommendation system that collects information about the usage of a SaaS and generates recommendations to improve the SaaS provided. The evolution involves extending the analysis performed over the sequences of functionalities (requirements) and refining the data provided for Software Requirements Specification, with the purpose of helping the requirements engineers in the requirement maintenance activities, and to improve the overall quality of the services. Furthermore, the extension presented in this paper is able to generate test cases in a regression testing context.

关键词： Requirements engineering test cases web usage recommender systems

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Preface

Lecture Notes in Networks and Systems

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Lecture Notes in Networks and Systems 2024年 1076 LNNS卷 v-vii页

作者： Biele, Cezary Kacprzyk, Janusz Kopeć, Wieslaw Możaryn, Jakub Owsiński, Jan W. Romanowski, Andrzej Sikorski, Marcin National Information Processing Institute Warszaw Poland Polish Academy of Sciences Systems Research Institute Warsaw Poland Polish-Japanese Academy of Information Technology Warsaw Poland Institute of Automatic Control and Robotics Faculty of Mechatronics Warsaw University of Technology Warsaw Poland Institute of Applied Computer Science Faculty of Electrical Electronic Computer and Control Engineering Lódż University of Technology LODZ Poland Department of Applied Informatics in Management Faculty of Management and Economics Gdańsk University of Technology Gdańsk Poland

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Evaluation of Path States of Large IoT Networks Using Locally and Remotely controlled Measurements

Evaluation of Path States of Large IoT Networks Using Locall...

引用

IFIP Networking Conference

作者： Agnieszka Chodorek Robert R. Chodorek Faculty of Electrical Engineering Automatic Control and Computer Science Kielce University of Technology Kielce Poland Department of Telecommunications The AGH University of Science and Technology Kraków Poland

ISBN: (数字)9783903176287

ISBN: (纸本)9781728167107

The state of network paths is of great importance for the quality and reliability of the transmission of information coming from the IoT devices. Changing network conditions cause the state of a single path to be highly unpredictable, especially when large-scale IoT networks, connecting thousands of specialized devices, are in use. The solution to this problem is to perform trials in a real environment, with the use of real hardware. The rationalization of the design, the implementation and the exploitation of the process will be the main benefit of this approach. In this demonstration, a testbed infrastructure for the estimation of the state of path parameters in wired and wireless networks is presented. The estimation is based mainly on active measurements performed with the use of the Probing Packet Trains method. The key elements of the testbed infrastructure are locally and remotely controlled energy-efficient single-board computers, working under the control of the Linux operating system, which are equipped with software able to track (in manual or automatic mode) changing conditions of a given transmission path.

关键词： Estimation Internet of Things Monitoring Performance evaluation Servers Manuals Bandwidth

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Promela and Spin Formal Verification of an M-Health Medical Social Media System

Promela and Spin Formal Verification of an M-Health Medical ...

引用

2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019

作者： Al-Gayar, Sarmad Monadel Sabree Goga, Nicolae Al-Habeeb, Naseer Abdulkarim Jaber Doctoral School of Automatic Control and Computers University Politehnica of Bucharest Bucharest Romania Faculty of Engineering in Foreign Languages Computer Science University Politehnica of Bucharest Bucharest Romania

ISBN: (纸本)9781538680100

The process of detecting and identifying errors early in the life-cycle of any software has many challenges. The tools used for model checking are however becoming more effective and usable because they are helping the identification of errors. This has empowered users to apply model checking to large-scale problems. The process of validating the model implementation is normally harder. We created a Promela model by using a model checker called Spin in order to verify the Medical Social Media System based on Social Oriented Networks by using M-Health technology and sensors in smartphones and bracelets for medical data acquisition, in order for it to be used in the healthcare sector in Iraq. For the Promela Model, we first described the behaviors of the Medical Social Media Systems via UML timelines. After that, we combined the UML timelines in state diagrams that were finally transformed into a Promela model and verified with the Spin model checker. © 2019 IEEE.

关键词： Model checking

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