Michal Prauzek

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 27

Top Topics

Wireless Sensor

Environmental Monitoring

Differential Evolution

Energy Management

Top Venues

Publications

Michal Prauzek, Tereza Kucova, Jaromir Konecny, Monika Adamikova, Karolina Gaiova, Miroslav Mikus, Pavel Pospisil, Darius Andriukaitis, Mindaugas Zilys, Birgitta Martinkauppi, Jirí Koziorek
IoT Sensor Challenges for Geothermal Energy Installations Monitoring: A Survey. Sensors 23 (12) (2023)
Jaromir Konecny, Michal Prauzek, Monika Borova
Fuzzy Controlled Wavelet-Based Edge Computing Method for Energy-Harvesting IoT Sensors. IEEE Internet Things J. 10 (21) (2023)
Tereza Kucova, Michal Prauzek, Jaromir Konecny, Darius Andriukaitis, Mindaugas Zilys, Radek Martinek
Thermoelectric energy harvesting for internet of things devices using machine learning: A review. CAAI Trans. Intell. Technol. 8 (3) (2023)
Michal Prauzek, Jaromir Konecny, Tereza Paterova
An Analysis of Double Q-Learning-Based Energy Management Strategies for TEG-Powered IoT Devices. IEEE Internet Things J. 10 (21) (2023)
Tereza Paterova, Michal Prauzek, Jaromir Konecny
Robustness Analysis of Data-Driven Self-Learning Controllers for IoT Environmental Monitoring Nodes based on Q-learning Approaches. SSCI (2022)
Michal Prauzek, Radim Hercík, Jaromir Konecny, Martin Mikolajek, Martin Stankus, Jirí Koziorek, Radek Martinek
An Optical-Based Sensor for Automotive Exhaust Gas Temperature Measurement. IEEE Trans. Instrum. Meas. 71 (2022)
Jaromir Konecny, Michal Prauzek, Tereza Paterova
Double Q-learning Adaptive Wavelet Compression Method for Data Transmission at Environmental Monitoring Stations. SSCI (2022)
Monika Borova, Petra Svobodova, Michal Prauzek, Jaromir Konecny
Comparison of Edge Computing Methods for Environmental Monitoring IoT Sensors Using Neural Networks and Wavelet Transforms. SSCI (2022)
Michal Prauzek, Jaromir Konecny, Tereza Paterova
Q-learning Energy Management Strategy for TEG-powered Environmental Monitoring IoT Devices: A Pilot Study. SSCI (2022)
Tereza Paterova, Michal Prauzek, Jaromir Konecny, Stepán Ozana, Petr Zmij, Martin Stankus, Dieter Weise, Alexander Pierer
Environment-Monitoring IoT Devices Powered by a TEG Which Converts Thermal Flux between Air and Near-Surface Soil into Electrical Energy. Sensors 21 (23) (2021)
Jaromir Konecny, Monika Borova, Michal Prauzek
Self-learning Wavelet Compression Method for Data Transmission from Environmental Monitoring Stations with a Low Bandwidth IoT Interface. SSCI (2021)
Tereza Paterova, Michal Prauzek, Jaromir Konecny
Data-Driven Self-Learning Controller Design Approach for Power-Aware IoT Devices based on Double Q-Learning Strategy. SSCI (2021)
Michal Prauzek, Jaromir Konecny, Jakub Hlavica, Petr Musílek
Self-learning for Day-night Mode Energy Strategy for Solar Powered Environmental WSN Nodes. CCECE (2020)
Tarek Batiha, Michal Prauzek, Pavel Krömer
Intrusion Detection in Wireless Sensor Networks by an Ensemble of Artificial Neural Networks. KES-IDT (1) (2019)
Michal Prauzek, Nicolas R. A. Mourcet, Jakub Hlavica, Petr Musílek
Q-Learning Algorithm for Energy Management in Solar Powered Embedded Monitoring Systems. CEC (2018)
Jaromir Konecny, Michal Prauzek, Radek Martinek, Libor Michalek, Martin Tomis
Real-time Patient Localization in Urgent Care: System Design and Hardware Perspective. HealthCom (2018)
Michal Prauzek, Jaromir Konecny, Monika Borova, Karolina Janosova, Jakub Hlavica, Petr Musílek
Energy Harvesting Sources, Storage Devices and System Topologies for Environmental Wireless Sensor Networks: A Review. Sensors 18 (8) (2018)
Marketa Venclikova, Jakub Hlavica, Michal Prauzek, Jirí Koziorek
Optimization of the Radial Basis Function Neural Network Spread Factor for Electrical Impedance Tomography Image Reconstruction. ICSPS (2016)
Jaromir Konecny, Michal Prauzek, Jakub Hlavica
SLAM Algorithm Based on Cross-Correlation Scan Matching. ICSPS (2016)
Pavel Krömer, Jaromir Konecny, Michal Prauzek
Point-Based Scan Matching by Differential Evolution. INCoS (2016)
Michal Prauzek, Pavel Krömer, James Rodway, Petr Musílek
Differential evolution of fuzzy controller for environmentally-powered wireless sensors. Appl. Soft Comput. 48 (2016)
Jaromir Konecny, Michal Prauzek, Pavel Krömer, Petr Musílek
Novel Point-to-Point Scan Matching Algorithm Based on Cross-Correlation. Mob. Inf. Syst. 2016 (2016)
Marketa Venclikova, Radek Hrabuska, Michal Prauzek, Jirí Koziorek
Automatic Driver Monitoring Using Electrical Impedance Measurement on Steering Wheel. ICSPS (2016)
Michal Prauzek, Petr Musílek, Pavel Krömer, James Rodway, Martin Stankus, Jakub Hlavica
Energy Availability Forecasting for Harvesting-aware Wireless Sensor Networks: Analysis of Energy Demand of a Predictor Based on Evolutionary Fuzzy Rules. INCoS (2015)
Petr Musílek, Pavel Krömer, James Rodway, Michal Prauzek
Pressure-based forecasting of next-day solar energy availability using evolutionary fuzzy rules. FUZZ-IEEE (2015)
Michal Prauzek, Jakub Hlavica, Marketa Michalikova
Automatic Fuzzy Classification System for Metabolic Types Detection. ECC (2015)
Pavel Krömer, Petr Musílek, James Rodway, Marek Reformat, Michal Prauzek
Estimating Harvestable Solar Energy from Atmospheric Pressure Using Support Vector Regression. INCoS (2015)
Michal Prauzek, Petr Musílek, Asher G. Watts
Fuzzy algorithm for intelligent wireless sensors with solar harvesting. IES (2014)
Michal Prauzek, Asher G. Watts, Petr Musílek, Loren Wyard-Scott, Jirí Koziorek
Simulation of adaptive duty cycling in solar powered environmental monitoring systems. CCECE (2014)
Petr Musílek, Pavel Krömer, Michal Prauzek
Location-specific optimization of energy harvesting environmental monitoring systems. IES (2014)
Pavel Krömer, Michal Prauzek, Petr Musílek, Tomás Barton
Optimization of Wireless Sensor Node Parameters by Differential Evolution and Particle Swarm Optimization. IBICA (2014)
Asher G. Watts, Michal Prauzek, Petr Musílek, Emil Pelikán, Arturo Sanchez-Azofeifa
Fuzzy power management for environmental monitoring systems in tropical regions. IJCNN (2014)
Marketa Michalikova, Michal Prauzek
A hybrid device for electrical impedance tomography and bioelectrical impedance spectroscopy measurement. CCECE (2014)
Martin Stankus, Michal Prauzek
Video processing design for wireless ADAS applications. CCECE (2014)
Pavel Krömer, Michal Prauzek, Petr Musílek
Harvesting-aware control of wireless sensor nodes using fuzzy logic and differential evolution. SECON Workshops (2014)
Jaromir Konecny, Michal Prauzek, Jan Vanus
Low Power Industrial Weigh Measuring Device. PDeS (2013)
Jakub Jirka, Michal Prauzek
Built-in Smartphone Accelerometer Motion Pattern Recognition Using Wavelet Transform. CISIS/ICEUTE/SOCO Special Sessions (2012)
Michal Prauzek, Marek Penhaker
Methods of Comparing ECG Reconstruction. BMEI (2009)