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Scopus Author ID: 35303390800

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VSB - Technical University of Ostrava: Ostrava, CZ

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VŠB - Technická univerzita Ostrava

Works (50 of 109)

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Page 1 of 3

Fuzzy energy management strategies for energy harvesting IoT nodes based on a digital twin concept

Future Generation Computer Systems
2025-05 | Journal article
DOI: 10.1016/j.future.2025.107717
Contributors: Michal Prauzek; Karolina Gaiova; Tereza Kucova; Jaromir Konecny
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Crossref

Analysis of the computational costs of an evolutionary fuzzy rule-based internet-of-things energy management approach

Ad Hoc Networks
2025-03 | Journal article
DOI: 10.1016/j.adhoc.2024.103715
Contributors: M. Mikus; Ja. Konecny; P. Krömer; K. Bancik; Ji. Konecny; J. Choutka; M. Prauzek
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Crossref

Computational Cost and Implementation Analysis of a Wavelet-Based Edge Computing Method for Energy-Harvesting Industrial IoT Sensors

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3519715
Contributors: Jaromir Konecny; Jan Choutka; Radim Hercik; Jiri Koziorek; Dangirutis Navikas; Darius Andriukaitis; Michal Prauzek
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Crossref

Vehicle Re-Identification Based on Multiple Magnetic Signatures Features Evaluation

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3433615
Contributors: Juozas Balamutas; Dangirutis Navikas; Vytautas Markevičius; Mindaugas Čepėnas; Algimantas Valinevičius; Mindaugas Žilys; Michal Prauzek; Jaromir Konecny; Zhixiong Li; Darius Andriukaitis
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Crossref

Powering Agriculture IoT Sensors Using Natural Temperature Differences Between Air and Soil: Measurement and Evaluation

Sensors
2024-11-30 | Journal article
DOI: 10.3390/s24237687
Contributors: Kamil Bancik; Jaromir Konecny; Jiri Konecny; Miroslav Mikus; Jan Choutka; Radim Hercik; Jiri Koziorek; Dangirutis Navikas; Darius Andriukaitis; Michal Prauzek
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Modelling Solar Irradiance Data for Energy Harvesting IoT Sensors

Elektronika ir Elektrotechnika
2024-10-22 | Journal article
DOI: 10.5755/j02.eie.38283
Contributors: Jan Choutka; Jiri Konecny; Miroslav Mikus; Kamil Bancik; Michal Prauzek; Jaromir Konecny
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Crossref

Adaptive energy management strategy for solar energy harvesting IoT nodes by evolutionary fuzzy rules

Internet of Things
2024-07 | Journal article
DOI: 10.1016/j.iot.2024.101197
Contributors: M. Prauzek; P. Krömer; M. Mikus; J. Konecny
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Crossref

Methods for Magnetic Signature Comparison Evaluation in Vehicle Re-Identification Context

Electronics
2024-07-11 | Journal article
DOI: 10.3390/electronics13142722
Contributors: Juozas Balamutas; Dangirutis Navikas; Vytautas Markevicius; Mindaugas Cepenas; Algimantas Valinevicius; Mindaugas Zilys; Michal Prauzek; Jaromir Konecny; Michal Frivaldsky; Zhixiong Li et al.
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Adjusting products with compensatory elements using a digital twin: Model and methodology

PLoS ONE
2023 | Journal article
DOI: 10.1371/journal.pone.0279988
EID:

2-s2.0-85145428578

Part of ISSN: 19326203
Contributors: Konecny, J.; Bailova, M.; Beremlijski, P.; Prauzek, M.; Martinek, R.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier
grade
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Investigation of the suitability of a fused filament fabricated tool for incremental sheet metal forming

Computer Methods in Material Science
2023 | Journal article
DOI: 10.7494/cmms.2023.1.0804
Contributors: Dieter Weise; Christian Langner; Alexander Pierer; Verena Kraeusel; Jana Petru; Jiri Koziorek; Michal Prauzek
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Crossref

An Analysis of Double Q-Learning-Based Energy Management Strategies for TEG-Powered IoT Devices

IEEE Internet of Things Journal
2023-11-01 | Journal article
DOI: 10.1109/JIOT.2023.3283599
Contributors: Michal Prauzek; Jaromir Konecny; Tereza Paterova
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Crossref

Fuzzy Controlled Wavelet-Based Edge Computing Method for Energy-Harvesting IoT Sensors

IEEE Internet of Things Journal
2023-11-01 | Journal article
DOI: 10.1109/JIOT.2023.3292915
Contributors: Jaromir Konecny; Michal Prauzek; Monika Borova
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Crossref

Thermoelectric energy harvesting for internet of things devices using machine learning: A review

CAAI Transactions on Intelligence Technology
2023-09 | Journal article
DOI: 10.1049/cit2.12259
Contributors: Tereza Kucova; Michal Prauzek; Jaromir Konecny; Darius Andriukaitis; Mindaugas Zilys; Radek Martinek
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Crossref

IoT Sensor Challenges for Geothermal Energy Installations Monitoring: A Survey

Sensors
2023-06 | Journal article | Author
DOI: 10.3390/s23125577
Contributors: Michal Prauzek; Tereza Kučová; Jaromir Konecny; Monika Adamikova; Karolína Gaiová; Miroslav Mikus; Pavel Pospíšil; Darius Andriukaitis; Mindaugas Zilys; Birgitta Martinkauppi et al.
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Multidisciplinary Digital Publishing Institute
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A Concept for a Cloud-Driven Controller for Wireless Sensors in IoT Devices

IFAC-PapersOnLine
2022 | Conference paper
DOI: 10.1016/j.ifacol.2022.06.042
EID:

2-s2.0-85137163617

Part of ISSN: 24058963
Contributors: Gaiova, K.; Prauzek, M.; Konecny, J.; Borova, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

A Performance Analysis of Edge Computing Compression Methods for Environmental Monitoring Nodes with LoRaWAN Communications

IFAC-PapersOnLine
2022 | Conference paper
DOI: 10.1016/j.ifacol.2022.06.064
EID:

2-s2.0-85137169448

Part of ISSN: 24058963
Contributors: Borova, M.; Prauzek, M.; Konecny, J.; Gaiova, K.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

An Optical-Based Sensor for Automotive Exhaust Gas Temperature Measurement

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
DOI: 10.1109/TIM.2022.3192274
EID:

2-s2.0-85135738172

Part of ISSN: 15579662 00189456
Contributors: Prauzek, M.; Hercik, R.; Konecny, J.; Mikolajek, M.; Stankus, M.; Koziorek, J.; Martinek, R.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier
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Analysis of LoRaWAN Transactions for TEG-Powered Environment-Monitoring Devices

Elektronika ir Elektrotechnika
2022 | Journal article
DOI: 10.5755/j02.eie.31265
EID:

2-s2.0-85145809298

Part of ISSN: 20295731 13921215
Contributors: Prauzek, M.; Paterova, T.; Stankus, M.; Mikus, M.; Konecny, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Comparison of Edge Computing Methods for Environmental Monitoring IoT Sensors Using Neural Networks and Wavelet Transforms

Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
2022 | Conference paper
DOI: 10.1109/SSCI51031.2022.10022118
EID:

2-s2.0-85147799685
Contributors: Borova, M.; Svobodova, P.; Prauzek, M.; Konecny, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Data-driven self-learning controller for power-aware mobile monitoring IoT devices

Computers, Materials and Continua
2022 | Journal article
DOI: 10.32604/cmc.2022.019705
EID:

2-s2.0-85116070479

Part of ISSN: 15462226 15462218
Contributors: Prauzek, M.; Paterova, T.; Konecny, J.; Martinek, R.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Double Q-learning Adaptive Wavelet Compression Method for Data Transmission at Environmental Monitoring Stations

Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
2022 | Conference paper
DOI: 10.1109/SSCI51031.2022.10022080
EID:

2-s2.0-85147796626
Contributors: Konecny, J.; Prauzek, M.; Paterova, T.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Environmental Monitoring Stations Data Transmission Using Reinforcement Learning Wavelet Compression Method

IFAC-PapersOnLine
2022 | Conference paper
DOI: 10.1016/j.ifacol.2022.06.021
EID:

2-s2.0-85137154736

Part of ISSN: 24058963
Contributors: Konecny, J.; Prauzek, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

New Hybrid IoT LoRaWAN/IRC Sensors: SMART Water Metering System

Computers, Materials and Continua
2022 | Journal article
DOI: 10.32604/cmc.2022.021349
EID:

2-s2.0-85122735540

Part of ISSN: 15462226 15462218
Contributors: Slany, V.; Koudelka, P.; Krcalova, E.; Jobbagy, J.; Danys, L.; Jaros, R.; Slanina, Z.; Prauzek, M.; Martinek, R.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Q-learning Energy Management Strategy for TEG-powered Environmental Monitoring IoT Devices: A Pilot Study

Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
2022 | Conference paper
DOI: 10.1109/SSCI51031.2022.10022025
EID:

2-s2.0-85147797903
Contributors: Prauzek, M.; Konecny, J.; Paterova, T.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Robustness Analysis of Data-Driven Self-Learning Controllers for IoT Environmental Monitoring Nodes based on Q-learning Approaches

Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
2022 | Conference paper
DOI: 10.1109/SSCI51031.2022.10022151
EID:

2-s2.0-85147798079
Contributors: Paterova, T.; Prauzek, M.; Konecny, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Solar Driven Self-learning Duty Cycle Control Algorithm for Maintenance-free Environmental Data Acquisition Nodes

IFAC-PapersOnLine
2022 | Conference paper
DOI: 10.1016/j.ifacol.2022.06.039
EID:

2-s2.0-85137161191

Part of ISSN: 24058963
Contributors: Prauzek, M.; Paterova, T.; Konecny, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Thermoelectric Generator Powering Study for an Environmental-Monitoring IoT Device Based on Very Low Temperature Differences

Proceedings of the 2022 26th International Conference Electronics, ELECTRONICS 2022
2022 | Conference paper
DOI: 10.1109/IEEECONF55059.2022.9810473
EID:

2-s2.0-85135091034
Contributors: Paterova, T.; Prauzek, M.; Konecny, J.; Bancik, K.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

A Novel Seismocardiogram Mathematical Model for Simplified Adjustment of Adaptive Filter

Electronics
2022-08 | Journal article | Author
DOI: 10.3390/electronics11152444
Contributors: Gediminas Uskovas; Algimantas Valinevicius; Mindaugas Zilys; Dangirutis Navikas; Michal Frivaldsky; Michal Prauzek; Jaromir Konecny; Darius Andriukaitis
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Driver Cardiovascular Disease Detection Using Seismocardiogram

Electronics
2022-02 | Journal article | Author
DOI: 10.3390/electronics11030484
Contributors: Gediminas Uskovas; Algimantas Valinevicius; Mindaugas Zilys; Dangirutis Navikas; Michal Frivaldsky; Michal Prauzek; Jaromir Konecny; Darius Andriukaitis
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

An identification of bioimpedance spectroscopy parameters by the least squares method

Lecture Notes in Electrical Engineering
2021 | Book
DOI: 10.1007/978-3-030-53021-1_21
EID:

2-s2.0-85089717821

Part of ISSN: 18761119 18761100
Contributors: Ozana, S.; Prauzek, M.; Konecny, J.; Kawala-Sterniuk, A.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Data-Driven Self-Learning Controller Design Approach for Power-Aware IoT Devices based on Double Q-Learning Strategy

2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings
2021 | Conference paper
DOI: 10.1109/SSCI50451.2021.9659989
EID:

2-s2.0-85125773870
Contributors: Paterova, T.; Prauzek, M.; Konecny, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Estimating harvestable solar energy from atmospheric pressure using deep learning

Elektronika ir Elektrotechnika
2021 | Journal article
DOI: 10.5755/j02.eie.28874
EID:

2-s2.0-85118273522

Part of ISSN: 20295731 13921215
Contributors: Paterova, T.; Prauzek, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Optimizing of Q-learning day/night energy strategy for solar harvesting environmental wireless sensor networks nodes

Elektronika ir Elektrotechnika
2021 | Journal article
DOI: 10.5755/j02.eie.28875
EID:

2-s2.0-85108971347

Part of ISSN: 20295731 13921215
Contributors: Prauzek, M.; Konecny, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Self-learning Wavelet Compression Method for Data Transmission from Environmental Monitoring Stations with a Low Bandwidth IoT Interface

2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings
2021 | Conference paper
DOI: 10.1109/SSCI50451.2021.9660160
EID:

2-s2.0-85125763746
Contributors: Konecny, J.; Borova, M.; Prauzek, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Environment-Monitoring IoT Devices Powered by a TEG Which Converts Thermal Flux between Air and Near-Surface Soil into Electrical Energy

Sensors
2021-12 | Journal article | Author
DOI: 10.3390/s21238098
Contributors: Tereza Kučová; Michal Prauzek; Jaromir Konecny; Stepan Ozana; Petr Zmij; Martin Stankus; Dieter Weise; Alexander Pierer
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Energy Harvesting Plant Sensor Powered by Grow Light Panel with Variable Wavelength

Proceedings of the 2020 24th International Conference Electronics, ELECTRONICS 2020
2020 | Conference paper
DOI: 10.1109/IEEECONF49502.2020.9141615
EID:

2-s2.0-85091962311
Contributors: Vitasek, M.; Chrastecky, L.; Prauzek, M.; Konecny, J.; Bilik, P.; Hlavica, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Self-learning for Day-night Mode Energy Strategy for Solar Powered Environmental WSN Nodes

Canadian Conference on Electrical and Computer Engineering
2020 | Conference paper
DOI: 10.1109/CCECE47787.2020.9255790
EID:

2-s2.0-85097838500

Part of ISSN: 08407789
Contributors: Prauzek, M.; Konecny, J.; Hlavica, J.; Musilek, P.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Simulation of a Daytime-Based Q-Learning Control Strategy for Environmental Harvesting WSN Nodes

Advances in Intelligent Systems and Computing
2020 | Book
DOI: 10.1007/978-3-030-50097-9_44
EID:

2-s2.0-85088209697

Part of ISSN: 21945365 21945357
Contributors: Konecny, J.; Prauzek, M.; Hlavica, J.; Novak, J.; Musilek, P.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

A fuzzy control method for priority driven embedded device

Advances in Intelligent Systems and Computing
2019 | Book
DOI: 10.1007/978-3-030-01818-4_21
EID:

2-s2.0-85058514066
Contributors: Janosova, K.; Prauzek, M.; Konecny, J.; Borova, M.; Stankus, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

A fuzzy evaluation of quality for color vision disorders diagnostic

Advances in Intelligent Systems and Computing
2019 | Book
DOI: 10.1007/978-3-030-01818-4_30
EID:

2-s2.0-85058529095
Contributors: Borova, M.; Konecny, J.; Prauzek, M.; Janosova, K.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

A hardware approach of a low-power IoT communication interface by NXP flexio module

Elektronika ir Elektrotechnika
2019 | Journal article
DOI: 10.5755/j01.eie.25.6.24824
EID:

2-s2.0-85077472272

Part of ISSN: 20295731 13921215
Contributors: Chrastecky, L.; Konecny, J.; Stankus, M.; Prauzek, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

A Simulation Framework for Energy Harvesting in Wireless Sensor Networks: Single Node Architecture Perspective

Proceedings of the 23rd International Conference Electronics 2019, ELECTRONICS 2019
2019 | Conference paper
DOI: 10.1109/ELECTRONICS.2019.8765580
EID:

2-s2.0-85069963369
Contributors: Konecny, J.; Prauzek, M.; Borova, M.; Janosova, K.; Musilek, P.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Adaptive fuzzy video compression control for advanced driver assistance systems

26th International Conference on Systems Engineering, ICSEng 2018 - Proceedings
2019 | Conference paper
DOI: 10.1109/ICSENG.2018.8638184
EID:

2-s2.0-85063129480
Contributors: Kromer, P.; Prauzek, M.; Stankus, M.; Konecny, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Environmental WSN Edge Computing Concept by Wavelet Transform Data Compression in a Sensor Node

IFAC-PapersOnLine
2019 | Conference paper
DOI: 10.1016/j.ifacol.2019.12.646
EID:

2-s2.0-85081617437

Part of ISSN: 24058963
Contributors: Borova, M.; Prauzek, M.; Konecny, J.; Gaiova, K.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Intrusion detection in wireless sensor networks by an ensemble of artificial neural networks

Smart Innovation, Systems and Technologies
2019 | Book
DOI: 10.1007/978-981-13-8311-3_28
EID:

2-s2.0-85069866238
Contributors: Batiha, T.; Prauzek, M.; Krömer, P.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Powering batteryless embedded platforms by piezoelectric transducers: A pilot study

Elektronika ir Elektrotechnika
2019 | Journal article
DOI: 10.5755/j01.eie.25.2.23201
EID:

2-s2.0-85066329363
Contributors: Prauzek, M.; Konecny, J.; Vitasek, M.; Bajgar, V.; Musilek, P.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Scan matching by cross-correlation and differential evolution

Electronics (Switzerland)
2019 | Journal article
DOI: 10.3390/electronics8080856
EID:

2-s2.0-85070740986
Contributors: Konecny, J.; Kromer, P.; Prauzek, M.; Musilek, P.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier
grade
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A Low-cost Device for Fetal Heart Rate Measurement

2018 | Conference paper
DOI: 10.1016/j.ifacol.2018.07.116
EID:

2-s2.0-85052884472
Contributors: Kolarik, J.; Golembiovsky, M.; Docekal, T.; Kahankova, R.; Martinek, R.; Prauzek, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Analysis of the use of fiber-optic sensors in the road traffic

2018 | Conference paper
DOI: 10.1016/j.ifacol.2018.07.117
EID:

2-s2.0-85052885478
Contributors: Nedoma, J.; Fajkus, M.; Martinek, R.; Vanus, J.; Kepak, S.; Kahankova, R.; Jaros, R.; Cvejn, D.; Prauzek, M.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier

Automated Diagnostic Method of Color Vision Disorders Integrated with a Hospital Information System

2018 | Conference paper
DOI: 10.1016/j.ifacol.2018.07.131
EID:

2-s2.0-85052894339
Contributors: Borova, M.; Konecny, J.; Prauzek, M.; Hlavica, J.; Koziorek, J.
Source: Self-asserted source
Michal Prauzek via Scopus - Elsevier
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Peer review (7 reviews for 3 publications/grants)

Review activity for Ad hoc networks. (1)
Review activity for Measurement. (3)
Review activity for Sustainable energy technologies and assessments. (3)
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