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Hardware Design of Mobile Probe for Validating 5G-IoT Technologies
Paluřík, Pavel ; Dvořák, Radim
The evolution of 5G-IoT systems (5G - Internet of Things) has had a significant impact on how modern IoT devices are viewed and has opened numerous new use-cases for such technologies. As the new technologies become widely available, more IoT-technology-driven devices are being adopted in many branches of the industry and more of the bussiness subjects opt for the new IoT-enabled devices over the standard devices. For some businesses, choosing the correct technology may proove challenging as their knowledge in the particular topic may be limited. In this paper we present the hardware design and initial test cases of a modular Mobile Probe for validating 5G-IoT technologies. The probe is intended to help bussinesses to make informed decisions for the particular use-case based on the autonomous measurements of various 5G-IoT technologies parameters. Due to it’s simplicity the probe could also serve as an educational platform for students. After the description of the hardware design, initial testing results for NB-IoT and LTE Cat-M technologies are presented and discussed in terms of the probe capabilities and compatibility with given technologies.
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Data acquisition, visualisation and data processing of measuring of electrical energy consumption in BUT buildings
Dvořák, Radim ; Janík, Daniel
The implementation of energy management is beginning to play a crucial role in terms of reducing environmental impacts in the long term. Brno University of Technology (BUT) has decided to start implementing this system to measure up to 95 % of energy outlets in individual buildings and campuses of BUT. Specifically, it addresses the deployment of detailed submetering for electrical energy consumption and the creation of a user-friendly environment for working with the collected data. Included is the establishment of a database for data storage and enabling communication between measurement elements at BUT and the storage system.
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Using mesh networks for control of charging stations
Šándor, Matúš ; Dvořák, Radim (oponent) ; Jablončík, Lukáš (vedoucí práce)
Nowadays, electric vehicles are gaining attention all over the world. As a promising alternative for existing combustion engines and emission problems. The basic prerequisite for the use of an electric car is the charging of accumulators. Therefore, parallel to the introduction of electric cars, the development of the charging infrastructure for electric vehicles is also expanding. New electric car models also come with new charging technologies that, unlike conventional fuel filling stations, operate on several levels. From a regular home outlet or a small charging station to public multi-standard fast charging points. The aim of the work is to create an overview of charging station management options. Next, the creation or selection of the correct protocol for reliable management of charging stations and a stable network topology, and finally, summarizing all the documents, a model of the network connection of charging stations was created, on which the necessary load measurements were subsequently carried out during the transmission of various data for the selected control protocols.
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Testing communication protocols using mobile technologies for the Internet of Things LTE-M and NB-IoT
Bartko, Samuel ; Dvořák, Radim (oponent) ; Možný, Radek (vedoucí práce)
This thesis focuses on a comprehensive investigation and evaluation of the currently widespread communication protocols in the dynamically developing IoT sector (Internet of Things). With the proliferation of IoT, there is a need to create new technologies for efficient interconnection of hysical and digital worlds. The main objective of this work is to test and evaluate the suitability of use and optimal configuration of communication protocols in the context of the latest implementations of mobile technologies for IoT, namely LTE-M (Long-Term Evolution Machine Type Communication) and NB-IoT (Narrowband Internet of Things). This thesis investigates and evaluates the current communication protocols for the Internet of Things (IoT), focusing on LTE-M and NB-IoT. It includes a theoretical perspective on IoT, description of mobile technologies and analysis of protocols such as MQTT, CoAP and LwM2M. A practical part is devoted to testing and optimization of these protocols. The result of the work is providing\break a comprehensive overview and practical recommendations for use and configuration communication protocols in the framework of NB-IoT and LTE-M technologies.
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Application for communication simulation and visualisation in 3GPP 4G/5G mobile networks.
Fašanga, Jozef ; Štůsek, Martin (oponent) ; Dvořák, Radim (vedoucí práce)
Mobile networks constitute a key pillar of contemporary life, enabling connectivity regardless of location. This work focuses on the development and simulation of 4G/5G mobile networks according to the 3GPP standard. 4G/5G networks have evolved from simple voice services to sophisticated systems for data transmission. Simulation tools simplify the understanding of their complexity. The paper provides insight into the history and future of these networks, describing application design processes from both the designer’s and developer’s perspectives. The theoretical section analyzes the architecture and new technologies of 4G/5G networks. The final part emphasizes the field of graphic design for applications with a focus on aesthetics and user-friendliness. The work further describes the design of the application itself, along with an explanation of the correct choice of programming language and tools for implementation.
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Asynchronous time integration while achieving zero interface energy
Dvořák, Radim ; Kolman, Radek ; Falta, J. ; Neühauserová, M.
This contribution deals with an asynchronous direct time integration of the finite-element model. The proposed method is applied to the phenomenon of wave propagation through an elastic linear continuum. The numerical model is partitioned into individual subdomains using the domain decomposition method by means of localized Lagrange multipliers. For each subdomain, different time discretizations are used. No restrictions for relation between subdomain’s time steps are imposed. The coupling of the subdomains is forced by an acceleration continuity condition. Additionally, we use the a posteriori technique to also provide the displacement and velocity continuity at the interfaces, and hence we obtain exact continuity of all three kinematic fields. The proposed method is experimentally validated using the modified SHPB (split Hopkinson pressure bar) setup.
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Elektronický RLC měřič
Dvořák, Radim ; Hanák, Pavel (oponent) ; Lattenberg, Ivo (vedoucí práce)
Práce se zabývá rozborem metod měření pasivních součástek R, L, C užívaných v elektronických obvodech. Práce obsahuje postup výběr metod následný návrh elektronického autonomního RLC měřiče za použití čipů ATMEL, napájeného z akumulátoru, který je schopen měřit primární vlastnosti těchto prvků.
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Adaptivní model pro simulaci znečištění ovzduší
Pazúriková, Jana ; Šátek, Václav (oponent) ; Dvořák, Radim (vedoucí práce)
Znečištění ovzduší ohrožuje životní prostředí i životy lidí a je třeba lépe pochopit procesy, které se za ním skrývají. Počítačové modely a jejich simulace pomocí advekčně-difuzní rovnice, popřípade jinými způsoby, poměrně přesně reprezentují pohyb a proměny kontaminantu. Současné modely jsou však validní pouze za určitých omezených počátečních podmínek. V práci je představen obecný model kombinující několik specifických modelů, které jsou schopny měnit se dle vstupních parametrů a zlepšovat se trénováním. Adaptivnost systému je zajištěna rozhodovacím stromem a genetickým algoritmem. Rozhodovací strom reprezentuje datovou strukturu s informacemi pro proces výběru a kombinaci modelů, genetický algoritmus slouží jako optimalizační metoda pro přizpůsobení stromu trénovacími daty. Ohodnocení implementovaného systému dokazuje, že kombinace modelů dává lepší výsledky než modely samotné. I s jednoduchými specifickými modely má systém výsledky srovnatelné se současnými modely znečištění ovzduší.
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Biometric Recognition of 3D Faces
Mráček, Štěpán ; Drahanský, Martin (oponent) ; Dvořák, Radim (vedoucí práce)
This Master's Thesis was performed during a study stay at the Gjovik University College, Norway. This Thesis is about biometric 3D face recognition. A general biometric system as well as specific techniques used in 2D and 3D face recognition are described. An automatic modular 3D face recognition method will be proposed. The algorithm is developed, tested and evaluated on the Face Recognition Grand Challenge (FRGC) database. During the preprocessing part, facial landmarks are located on the face surface and the three dimensional model is aligned to a predefined position. In the comparison module, the input probe scan is compared to the gallery template. There are three fundamental face recognition algorithms employed during the recognition pipeline -- the eigenface method (PCA), the recognition using histogram-based features, and the recognition based on the anatomical-Bertillon features of the face. Finally the decision module fuses the scores provided by the utilized recognition techniques. The resulting performance is better than any of utilized recognition algorithms.
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