Projekt specifického výzkumu je zaměřen do analýzy a vývoje modelů, nástrojů a funkčních vzorků bezdrátových komunikačních systémů páté a vyšší generace. Podstatou projektu je tvorba a verifikace modelů komunikačního řetězce, komunikačního systému a scénářů koexistence systémů pracujících až do oblasti 60 GHz.

FEKT-S-20-6325

Czech

Frýza Tomáš, doc. Ing., Ph.D. - principal person responsible
Blumenstein Jiří, doc. Ing., Ph.D. - fellow researcher
Bravenec Tomáš, Ing., Ph.D. - fellow researcher
Götthans Jakub, Ing. - fellow researcher
Götthans Tomáš, doc. Ing., Ph.D. - fellow researcher
Honek Marek, Ing. - fellow researcher
Jagla Lukáš, Ing. - fellow researcher
Kadlec Petr, doc. Ing., Ph.D. - fellow researcher
Kaučiarik Filip, Ing. - fellow researcher
Kratochvíl Tomáš, prof. Ing., Ph.D. - fellow researcher
Křivák Jiří, Ing. - fellow researcher
Marek Martin, Ing., Ph.D. - fellow researcher
Maršálek Roman, prof. Ing., Ph.D. - fellow researcher
Miloš Jiří, Ing., Ph.D. - fellow researcher
Polák Ladislav, doc. Ing., Ph.D. - fellow researcher
Rozum Stanislav, Ing. - fellow researcher
Slanina Martin, doc. Ing., Ph.D. - fellow researcher
Waldecker Miroslav, Ing. - fellow researcher
Zedka Radim, Ing., Ph.D. - fellow researcher

Department of Radio Electronics
- internal (1.1.2020 - 31.12.2022)
Faculty of Electrical Engineering and Communication
- beneficiary (1.1.2020 - 31.12.2022)

SLANINA, M.; BRAVENEC, T.; ROZUM, S.; POLÁK, L.: Software pro vyhodnocení dat z monitorování a lokalizace v reálném čase. URL: http://www.urel.feec.vutbr.cz/web_documents/produkty/2020/Slanina_et_al_vyhodnoceni_dat_z_lokalizace_CZ.pdf. (Software)
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MILOŠ, J.; POLÁK, L.: Automatizované měření a vyhodnocení kvalitativních parametrů bezdrátových systémů. URL: http://www.urel.feec.vutbr.cz/web_documents/produkty/2020/Milos_Polak_Automatizovane_meranie_CZ.pdf. (Software)
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POLÁK, L.; ŠOTNER, R.; KUFA, J.; KRATOCHVÍL, T. DVB-T2/T2-Lite using MISO Principle for Portable and Mobile Transmission Scenarios. In 44th International Conference on Telecommunications and Signal Processing (TSP). Brno (Czech Republic): IEEE, 2021. p. 34-37. ISBN: 978-1-6654-2933-7.
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KADLEC, P.; ŠTUMPF, M.; DOLEŽAL, T. Towards Time-Domain Characterization of a Rectangular Groove. In Proceedings of 64th International Symposium ELMAR-2022. Proceedings Elmar - International Symposium Electronics in Marine. Zadar, Chorvatsko: Croatian Society Electronics in Marine - ELMAR, 2022. p. 133-136. ISBN: 978-1-6654-7002-5. ISSN: 1334-2630.
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ZEDKA, R.; GÖTTHANS, T.; MARŠÁLEK, R. Spectral Efficient Time-Domain Equalization Single-Carrier System. In 2021 31st International Conference Radioelektronika (RADIOELEKTRONIKA). Brno: 2021. p. 1-5. ISBN: 978-1-6654-1474-6.
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KADLEC, P.; ČAPEK, M.; RÝMUS, J.; MAREK, M.; ŠTUMPF, M.; JELÍNEK, L.; MAŠEK, M.; KOTALÍK, P. Design of a Linear Antenna Array: Variable Number of Dimensions Approach. In Proceeding os 2020 30th International Conference Radioelektronika (RADIOELEKTRONIKA). Bratislava, Slovensko: 2020. p. 1-6. ISBN: 978-1-7281-6469-4.
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ČULEN, J.; KRÁL, J.; JANČÁŘ, A.; KOPECKÝ, Z.; MRAVEC, F.; ZDENĚK, M. Digital Dose Rate Equivalent Meter for Neutron-Gamma Mixed Field. In 2022 IEEE Sensors. Dallas, TX, USA: IEEE, 2022. p. 1-4. ISBN: 978-1-6654-8464-0.
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KADLEC, P.; ŠTUMPF, M.; DOLEŽAL, T. Reconstructing the Material Properties of a Scalar Metasurface – A Stochastic Optimization Approach. In 2021 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC). Nusa Dua - Bali, Indonesia: APEMC 2021, 2021. p. 1-4. ISBN: 978-1-7281-7621-5.
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POSPÍŠIL, M.; MARŠÁLEK, R.; GÖTTHANS, T.; URBANEC, T. Digitally-Compensated Wideband 60 GHz Test-Bed for Power Amplifier Predistortion Experiments. SENSORS, 2021, vol. 21, no. 4, p. 1-18. ISSN: 1424-8220.
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BRAVENEC, T. Multi-Class Weather Classification from Single Images with Convolutional Neural Networks on Embedded Hardware. Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2021. p. 1-5. ISBN: 978-80-214-5942-7.
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KRÁL, J.; GÖTTHANS, T.; MARŠÁLEK, R.; HARVÁNEK, M.; RUPP, M. On Feedback Sample Selection Methods Allowing Lightweight Digital Predistorter Adaptation. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2020, vol. 67, no. 6, p. 1976-1988. ISSN: 1558-0806.
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MARŠÁLEK, R.; YOUSSEFOVÁ, K.; POSPÍŠIL, M. Support Vector Machine - Based Classification of Wireless Transceivers. In 2021 31ST INTERNATIONAL CONFERENCE RADIOELEKTRONIKA (RADIOELEKTRONIKA). NEW YORK: IEEE, 2021. p. 1-4. ISBN: 978-1-6654-1474-6.
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POLÁK, L.; MILOŠ, J. LTE and LoRa in the 2.4 GHz Band: Adjacent Channel Interference Issues. In 30th International Conference Radioelektronika 2020. Bratislava (Slovakia): 2020. p. 1-4. ISBN: 978-1-7281-6468-7.
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ŠIMKA, M.; KUFA, J.; POLÁK, L. Picture Quality of 360° Images Compressed by Emerging Compression Algorithms. In 32nd International Conference Radioelektronika. Institute of Electrical and Electronics Engineers, 2022. p. 166-169. ISBN: 978-1-7281-8686-3.
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ZECHMEISTER, J.; LÁČÍK, J.; KADLEC, P. The Design of Pixelated SIW Horn Antennas With Nearly Equal Beamwidths Using Binary Ink Stamp Optimization. IEEE Access, 2021, vol. 9, no. 1, p. 122216-122227. ISSN: 2169-3536.
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POLÁK, L.; MILOŠ, J. Performance analysis of LoRa in the 2.4 GHz ISM band: coexistence issues with Wi-Fi. TELECOMMUNICATION SYSTEMS, 2020, vol. 74, no. 3, p. 299-309. ISSN: 1572-9451.
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BLUMENSTEIN, J.; BOBULA, M. Fine time synchronization and residual ISI influence in SC-FDE systems. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2020, vol. 117, no. UNSP 153097, p. 1-6. ISSN: 1434-8411.
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KADLEC, P.; MAREK, M. Microwave Imaging Using Optimization with Variable Number of Dimensions. IEEE Transactions on Computational Imaging, 2021, vol. 6, no. 1, p. 1586-1594. ISSN: 2333-9403.
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FRÝZA, T. Practical Training for Development and Programming of Embedded Systems. In Proceedings - Research Monograph of 2022 11th Mediterranean Conference on Embedded Computing (MECO). Institute of Electrical and Electronics Engineers Inc., 2022. p. 668-671. ISBN: 978-1-6654-6828-2.
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MARŠÁLEK, R.; ZÁVORKA, R.; POSPÍŠIL, M.; VYCHODIL, J.; GÖTTHANS, J.; BLUMENSTEIN, J. Human Activity Classification via Millimeter-Wave Channel Level Crossing Estimation. In IEEE Microwave Theory and Techniques in Wireless Communications (MTTW) 2021. 2021. p. 301-305. ISBN: 978-1-6654-2469-1.
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KADLEC, P. Time-Domain Electromagnetic Identification Based on Rectangular Grooves. IEEE Access, 2022, vol. 10, no. 1, p. 100104-100112. ISSN: 2169-3536.
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NOVÁK, V. Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. 516 p. ISBN: 978-80-214-6029-4.
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HLAVÁČEK, J.; GÖTTHANS, J. Evaluation of Traffic Crossings Situations using Machine Learning. In 2022 32nd International Conference Radioelektronika (RADIOELEKTRONIKA). IEEE, 2022. p. 202-205. ISBN: 978-1-7281-8686-3.
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MATĚJEK, L. Human Body Segmentation using R-CNN. Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2021. s. 1-4. ISBN: 978-80-214-5942-7.
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JAGLA, L.; KRÁL, J.; GÖTTHANS, T. Acquisition System for Adaptation of Digital Predistorter to Linearize Amplifiers Using Comparator. In Proceedings II of the 26th Conference STUDENT EEICT 2020. Brno, Czech Republic: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2020. p. 56-59. ISBN: 978-80-214-5868-0.
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MARŠÁLEK, R.; BLUMENSTEIN, J.; POSPÍŠIL, M.; SCHUTZENHOFER, D. OTFS Modulation and Influence of Wideband RF Impairments Measured on a 60 GHz Testbed. In Proceedings of 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). New York: IEEE, 2020. p. 1-5. ISBN: 978-1-7281-5478-7.
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ŠIMON, O.; GÖTTHANS, T. A Survey on the Use of Deep Learning Techniques for UAV Jamming and Deception. Electronics (MDPI), 2022, vol. 11, no. 19, p. 1-32. ISSN: 2079-9292.
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KADLEC, P.; MAREK, M.; ŠTUMPF, M. Lightning Stroke Localization – A Time-Domain Approach Based on Evolutionary Optimization. IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, 2020, vol. 62, no. 5, p. 2111-21188. ISSN: 0018-9375.
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KADLEC, P.; MAREK, M.; ŠTUMPF, M. Thin-Film Screen Time-Domain Shielding Effectiveness: Multi-Objective Optimization of the Testing Pulse. In 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE. Rome, Italy: 2020. p. 1-5. ISBN: 978-1-7281-5579-1.
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KAUČIARIK, F. Coexistence of LoRa and Wi-Fi in the 2.4 GHz Band. Proceedings of the 26th Student EEICT 2020. 2020. p. 180-183. ISBN: 978-80-214-5867-3.
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ALI, M.; MARŠÁLEK, R. Dynamic People Counting from Delay-Doppler Images in Challenging Scenarios: Enhancing Model Performance. In RADIOELEKTRONIKA 2024: 2024 34th International Conference Radioelektronika. Institute of Electrical and Electronics Engineers Inc., 2024. 6 p. ISBN: 979-8-3503-6215-2.
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POLÁK, L.; PAUL, F.; ŠIMKA, M.; ZEDKA, R.; KUFA, J.; ŠOTNER, R. On the Interference between LoRa and Bluetooth in the 2.4 GHz Unlicensed Band. In 32nd International Conference Radioelektronika. Kosice, Slovakia: 2022. p. 14-17. ISBN: 978-1-7281-8686-3.
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VANĚK, S.; GÖTTHANS, J.; GÖTTHANS, T. Micro-Doppler Effect and Determination of Rotor Blades by Deep Neural Networks. In 2022 32nd International Conference Radioelektronika (RADIOELEKTRONIKA). IEEE, 2022. p. 231-236. ISBN: 978-1-7281-8686-3.
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HOFER, M.; LÖSCHENBRAND, D.; BLUMENSTEIN, J.; GROLL, H.; ZALENBABA, S.; RAINER, B.; BERNADO, L.; VYCHODIL, J.; MIKULÁŠEK, T.; ZÖCHMANN, E.; SANGODOYIN, S.; HAMMOUD, H.; SCHRENK, B.; LANGWIESER, R.; PRATSCHNER, S.; PROKEŠ, A.; MOLISCH, A.; MECKLENBRÄUKER, C.; ZEMEN, T. Wireless Vehicular Multiband Measurements in Centimeterwave and Millimeterwave Bands. In 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). 2021. p. 1-16. ISBN: 978-1-7281-7586-7.
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KADLEC, P. Design of Artificial Neural Network for Antenna Synthesis using the Optimization with Variable Number of Dimensions. In Proceedings of 32nd International Conference Radioelektronika, RADIOELEKTRONIKA 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 149-154. ISBN: 978-1-7281-8686-3.
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POLÁK, L.; KUFA, J.; ŠOTNER, R.; KRATOCHVÍL, T. On the Performance of DVB-T2 MISO System: Special Fixed Transmission Scenarios. In 31st International Conference Radioelektronika (RADIOELEKTRONIKA). Brno (Czech Republic): 2021. p. 1-4. ISBN: 978-1-6654-1474-6.
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POLÁK, L.; ROZUM, S.; SLANINA, M.; BRAVENEC, T.; FRÝZA, T.; PIKRAKIS, A. Received Signal Strength Fingerprinting-Based Indoor Location Estimation Employing Machine Learning. SENSORS, 2021, vol. 21, no. 13, p. 1-25. ISSN: 1424-8220.
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DOMANSKÝ, O.; ŠOTNER, R.; LANGHAMMER, L.; POLÁK, L. Electronically Reconfigurable and Tunable Fractional-Order Filter Using Resonator Concept and Feedforward Path for Low-Frequency Tone Signalization. IEEE Access, 2021, vol. 9, no. 10, p. 138026-138041. ISSN: 2169-3536.
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WALDECKER, M. Universal power sequencer for RF power amplifiers. Proceedings II of the 26th Conference STUDENT EEICT 2020. Vysoké učení technické v Brně, Fakulta elektrotechniky a informačních technologií, 2020. p. 126-130. ISBN: 978-80-214-5868-0.
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BÁRTA, V.; POLÁK, L.; CÍDL, P. Planning of Single Frequency Networks for DVB-T2. In Proceedings I of the 28 th Conference STUDENT EEICT 2022 General Papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 269-272. ISBN: 978-80-214-6029-4.
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HARVÁNEK, M.; MARŠÁLEK, R.; KRÁL, J.; GÖTTHANS, T.; BLUMENSTEIN, J.; POSPÍŠIL, M.; RUPP, M. Adjacent Channel Interference Cancellation in FDM Transmissions. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2020, vol. 67, no. 12, p. 5417-5428. ISSN: 1558-0806.
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BUDÁČ, A. Comparison of modern video codecs in 4K and 8K video content. Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno: Vysoké učení technické v Brně, fakulta elektrotechniky a komunikačních technologií, 2021. s. 1-4. ISBN: 978-80-214-5942-7.
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POLÁK, L.; KUFA, J.; KRATOCHVÍL, T. On the Compression Performance of HEVC, VP9 and AV1 Encoders for Virtual Reality Videos. In 15th International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB). France (Paris): 2020. p. 1-5. ISBN: 978-1-7281-2150-5.
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POLÁK, L.; MILOŠ, J.; ZEDKA, R.; BLUMENSTEIN, J.; MECKLENBRÄUKER, C. BER and throughput performances of IEEE 802.11ay SC-PHY over measured 60 GHz indoor channels. TELECOMMUNICATION SYSTEMS, 2022, vol. 80, no. 4, p. 573-587. ISSN: 1572-9451.
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HAVRÁNEK, D.; KUFA, J. Weight Sensing of Beehives with IoT Connectivity. In Proceedings II of the 28th Conference STUDENT EEICT 2022 Selected Papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 92-95. ISBN: 978-80-214-6030-0.
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ZÁVORKA, R.; MARŠÁLEK, R.; VYCHODIL, J.; ZÖCHMANN, E.; GHIAASI HAFEZI, G.; BLUMENSTEIN, J. Human activity classification via Doppler shift estimation from 60 GHz OFDM transmission. In 32nd International Conference Radioelektronika (RADIOELEKTRONIKA) 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 222-226. ISBN: 978-1-7281-8686-3.
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ZÁVORKA, R. Measurement-based 60 GHz tapped-delay-line channel model. Brno: Vysoké učení technické v Brně, fakulta elektrotechniky a komunikačních technologií, 2021. 5 p. ISBN: 978-80-214-5942-7.
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KOUSAL, M.; FRÝZA, T. IoT Approach for Air Monitoring. In Proceedings II of the 28th Conference STUDENT EEICT 2022 Selected papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 27-30. ISBN: 978-80-214-6030-0.
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VANĚK, P.; POLÁK, L. Microphone Cable Tester. In Proceedings II of the 28 th Conference STUDENT EEICT 2022 Selected Papers. 1st. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 21-24. ISBN: 978-80-214-6030-0.
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BÁRTA, V. Laboratory Workplace to Measure DVB-T2 MISO Signal. Proceedings of the 26th Student EEICT 2020. Brno: VUT, 2020. s. 31-33. ISBN: 978-80-214-5867-3.
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WALDECKER, M.; MARŠÁLEK, R. Impact of Hardware Imperfections and Imperfect Channel Knowledge on SVD-precoded MIMO. In Radioelektronika 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 214-217. ISBN: 9781728186863.
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ŠIMKA, M. LoRa-Based Indoor Localization. Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno (Czech Republic): Brno University of Technology, Faculty of Electrical Engineering, 2021. č. 1, s. 163-166. ISBN: 978-80-214-5942-7.
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SOUKENÍK, O.; POLÁK, L.; KUFA, J. Advanced Algorithms for Compression of Videos with Ultra High Resolution. In Proceedings II of the 28 th Conference STUDENT EEICT 2022 Selected Papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2022. p. 71-74. ISBN: 978-80-214-6030-0.
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SICHA, M. Traffic Sign classification using Deep Learning. Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2021. s. 1-4. ISBN: 978-80-214-5942-7.
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POLÁK, L.; JURÁK, P.; MILOŠ, J. MATLAB-Based PHY Simulators for Performance Study of the IEEE 802.11ah/af Systems. In 2020 43rd International Conference on Telecommunications and Signal Processing (TSP). Milan (Italy): 2020. p. 184-187. ISBN: 978-1-7281-6376-5.
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ZÁVORKA, R.; PAAR, M. A Focus on Electromobility within Smart City Solutions- Charging Stations, Renewable Energy, and Air Quality Monitoring. SENSORS, 2022, vol. 22, no. 20, p. 1-13. ISSN: 1424-8220.
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ŠIMKA, M.; POLÁK, L. On the RSSI-based Indoor Localization employing LoRa in the 2.4 GHz ISM Band. Radioengineering, 2022, vol. 31, no. 1, p. 135-143. ISSN: 1805-9600.
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BRAVENEC, T.; FRÝZA, T. Reducing Memory Requirements of Convolutional Neural Networks for Inference at the Edge. In International Conference Radioelektronika 2021. Brno: Vysoké učení technické v Brně, 2021. p. 1-6. ISBN: 978-0-7381-4436-8.
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PIJÁČKOVÁ, K.; GÖTTHANS, T.; GÖTTHANS, J. Deep Learning Pipeline for Chromosome Segmentation. In 2022 32nd International Conference Radioelektronika (RADIOELEKTRONIKA). IEEE, 2022. p. 197-201. ISBN: 978-1-7281-8686-3.
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MAREK, M.; KADLEC, P.; ČAPEK, M. FOPS: A new framework for the optimization with variable number of dimensions. INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING, 2020, vol. 30, no. 9, p. 1-16. ISSN: 1099-047X.
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MEGO, R.; FRÝZA, T. Instruction mapping techniques for processors with very long instruction word architectures. Journal of Electrical Engineering-Elektrotechnicky Casopis, 2022, vol. 73, no. 6, p. 387-395. ISSN: 1339-309X.
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VESELÝ, J.; OLIVOVÁ, J.; GÖTTHANS, J.; GÖTTHANS, T.; RAIDA, Z. Classification of Microwave Planar Filters by Deep Learning. Radioengineering, 2022, vol. 31, no. 1, p. 69-76. ISSN: 1221-2512.
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ZDRÁHAL, I.; HRABÁLEK, M.; KADLEC, P.; KRPEC, O. Brazil's Comparative Advantages and Specialization Dynamics in Agri-Food Trade. AGRIS on-line Papers in Economics and Informatics. Česká zemědělská univerzita v Praze GA IN, 2021, vol. 2021, no. 2, p. 121-139. ISSN: 1804-1930.
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MAREK, M.; KADLEC, P. Another evolution of generalized differential evolution: variable number of dimensions. ENGINEERING OPTIMIZATION, 2020, vol. 53, no. 7, p. 1-22. ISSN: 1029-0273.
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ROZUM, S. Comparison of Remote and Self-positioning Approaches for Indoor BLE-based Localization. In Proceedings I of the 27th Conference STUDENT EEICT 2021. Brno: 2021. p. 490-494. ISBN: 978-80-214-5942-7.
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KUFA, J.; POLÁK, L.; KRATOCHVÍL, T. Performance Study of AV1 Encoders and Presets for 360-degree Video in Virtual Reality. In International Conference Radioelektronika 2021. Brno: Vysoké učení technické v Brně, 2021. p. 1-4. ISBN: 978-0-7381-4436-8.
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ALI, M.; MARŠÁLEK, R. The human activity recognition using radio frequency signals. In RADIOELEKTRONIKA 2023: 2023 33rd International Conference Radioelektronika. Institute of Electrical and Electronics Engineers Inc., 2023. 6 p. ISBN: 979-8-3503-9834-2.
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ZELENÝ, O.; FRÝZA, T. Traffic Analysis Using Machine Learning Approach. In PROCEEDINGS I OF THE 28TH STUDENT EEICT 2022 General papers. 1. Brno: Brno University of Technology, Faculty of ERlectronic Engineering and Communication, 2022. p. 265-268. ISBN: 978-80-214-6029-4.
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KAŠTÁNEK, P. Laboratory Workplace for Performance Measurement of the DAB/DAB+ System. Proceedings of the 26th Student EEICT 2020. Brno: VUT, 2020. s. 34-36. ISBN: 978-80-214-5867-3.
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Responsibility: Frýza Tomáš, doc. Ing., Ph.D.